Property Prediction




8       Morphology


Introduction

The Morphology module predicts the external morphology of crystalline materials from the internal crystal structure. Morphology provides four methods:

1.   The Bravais Friedel Donnay Harker (BFDH) method.

2.   The Attachment Energy (AE) method for growth morphologies.

3.   The Surface Energy (SE) method for equilibrium morphologies.

4.   The Hartman-Perdok (HP) method.

The BFDH method is an approximation based on geometrical considerations. The AE method relies on a calculation of the energy released when a growth slice is added to a growing plane. Both predict the relative growth rates of possible growth faces. In contrast, the SE method predicts the morphology which minimizes the total surface energy of the crystal, by determining the surface energy of the relevant faces. Finally, the HP method uses a powerful algorithm for identifying stable growth planes by generating connected chains and nets of strong bonds in the crystal. Attachment Energies of these growth planes are then calculated and used to predict the growth morphology.

For all the above methods, you can also calculate crystal attributes such as inter planar angles, aspect ratio, surface areas, and volume.

Sections in this chapter

Using Morphology

Calculating Morphology with the BFDH method

Calculating morphology with the Attachment or Surface Energy methods

Setting up the energy calculations

Slice positioning

Editing, adding and removing crystal faces

Calculating morphology using the Hartman-Perdok Method

Generating and editing the Crystal Graph

Generating and editing Periodic Bond Chains and Connected Nets

Displaying the morphology

Analyzing the morphology

Storing morphologies

Theory

References


Using Morphology

Calculating morphologies using the Morphology module is straightforward and largely automated. The accuracy of the prediction depends not only on the system under investigation but also on the setup of force field parameters. Moreover, you should bear in mind that the current methods employed by Morphology do not take into account factors such as the presence or absence of solvents or excipients and possible surface reconstructions, which can have a profound influence on experimentally observed morphologies.

Step 1: Setup

Before you start, you must ensure that the current model space contains a crystalline model, loaded from a file or constructed using the Crystal Builder. For all calculations except BFDH (step 2), you will also need to load and configure an appropriate Cerius2 force field, unless you wish to use the provided default force field.

Step 2: Calculations

You can make predictions using a number of different methods.

The BFDH, Attachment Energy, and Hartman-Perdok methods predict the relative growth rates of possible growth faces, from which you can deduce the growth morphology.

The Surface Energy method predicts the equilibrium morphology based on relative surface energies of possible faces.

You can carry out the calculations using the options on the Calculate Morphology control panel and on subpanels accessible from there (see Calculating Morphology with the BFDH method, Calculating morphology with the Attachment or Surface Energy methods, and Calculating morphology using the Hartman-Perdok Method). The theory behind the calculations is outlined in the Theory section.

Step 3: Visualization

The calculated morphology is displayed in the model window. Visualization options allow you to display the external morphology with or without the atomistic structure, to control the transparency of the crystal faces and to label the faces with Miller indices or surface area. You can set these variables using the options on the Morphology Display control panel (see Displaying the morphology).

Step 4: Listing, editing, adding and removing growth faces

A conventional way to describe crystal morphology is to list the Miller indices of all present faces and their perpendicular distance from the center of the crystal; that is, the center-to-face distance. After a morphology calculation, such a list is available on the Edit/Add Faces control panel. This control panel also allows you to edit the properties of the growth faces, add new faces or remove undesired faces (see Editing, adding and removing crystal faces).

Step 5: Crystal attributes

You can compute several properties of the calculated morphology using the options on the Morphology Analysis control panel. These include interplanar angles, aspect ratio, and the percentage surface area accounted for by certain forms (see Analyzing the morphology).

Step 6: Saving the
morphology

You can save the morphology of the crystal structures to a file and access it later (see Storing morphologies).

If you use the Hartman-Perdok method, further analysis capabilities for the bonds and connected nets within the crystal are provided (see Generating and editing the Crystal Graph and Generating and editing Periodic Bond Chains and Connected Nets).


General Methodology

Applications

Morphology allows researchers both to study particle shape and to consider the effects of altering the growth rate of particular faces on crystal morphology. In particular, Morphology can look at the effect of tailor-made additives in modifying growth. Knowledge of shape and aspect ratio is essential to understanding packing, flow problems, clogging of filters, and other problems. The Morphology module can also provide insight into other properties, such as the texture of powders and polymorphism. In addition, the Hartman-Perdok module enables you to understand the role of bonded networks in stabilizing particular faces and to study the effect of altering interactions between molecules ("bonds") on the morphology. Morphology's application areas include pharmaceuticals, agrochemicals, food sciences, petrochemicals, cements, and commodity and specialty chemicals.

Other Cerius2 modules

Morphology is an ideal complement to other Cerius2 modules:

Calculating Morphology with the BFDH method

Morphology calculations use the options on the Calculate Morphology control panel. Once the crystal structure is in the current model space, you can predict the morphology by simply clicking the Calculate BFDH Morphology button. The prediction is based on the crystal cell and any symmetry operators present. It is therefore important that you build the crystal model with the correct symmetry.

Growth planes and growth rate list

The prediction generates a list of possible growth planes that satisfy the Donnay Harker rules for the current symmetry. The calculation loops through all values of h, k, and l choosing faces. Any face forbidden by the symmetry (Donnay Harker) has its indices increased as necessary (for example, 2 0 0 may replace 1 0 0). Next, a center-to-face distance is assigned according to Bravais Friedel as being proportional to the reciprocal of the lattice spacing. For theoretical details, see Bravais Friedel Donnay Harker method.

The list of generated planes is displayed in the Edit/Add Faces control panel. The listed center-to-face distances indicate the relative growth rates of the planes. The actual values assigned are arbitrary and are in fact equal to 100/d, where d is the inter plane spacing or slice thickness.

Minimum slice thickness

The 1000 planes with the smallest center-to-face distances are listed; these planes must all have a d value greater than the minimum slice thickness. This value controls the number of faces considered. If the number of planes exceeds 1000, a larger value for the minimum slice thickness is automatically used.

Displaying the
morphology

From this list of relative growth rates, Cerius2 deduces the crystal morphology and displays it in the model window. By default, the morphology is shown with the molecular model, and the planes making up the displayed morphology are transparent. You can change this and other visualization variables using the options on the Morphology Display control panel. You should consider the shape you obtain to be a good first approximation to the morphology of any crystalline system and an ideal starting point for attachment energy calculations in molecular crystals.

To calculate morphology with the BFDH method

1.   Place the crystal structure in the currently active model space. You can either load the crystal structure from a file or build it using the Crystal Builder.

2.   Go to the MORPHOLOGY card and select the Calculate item to bring up the Calculate Morphology control panel.

3.   Click the Calculate button in the Bravais Friedel Donnnay Harker subpanel.

Calculating morphology with the Attachment or Surface Energy methods

As with the BFDH method, you do morphology calculations using the options on the Calculate Morphology control panel (see the online help). Once you set up the energy calculation, you can predict the morphology of the current structure by simply clicking either the Calculate button in the Growth Morphology subpanel (for attachment energy calculations) or the Equilibrium Morphology subpanel (for surface energy calculations).

Correct molecule

It is important that you build the crystal with correct bonding, allowing the calculation to deduce the nature of each isolated molecule present in the crystal.

Listing the growth faces

The attachment or surface energy is calculated for all crystal faces listed in the Edit/Add Faces control panel. This list could come from the BFDH calculation, which is frequently used as a screening method to identify possible growth planes. The Do BFDH First option ensures that the BFDH method automatically generates the list before running the calculation.

Alternatively, you can either enter your own list of growth planes or carry out the BFDH calculation separately, then edit the list. For entering and removing faces and for compressing the list, options are provided on the Edit/Add Faces control panel (see Editing, adding and removing crystal faces). The attachment or surface energy calculations take much more computer time than the BFDH method, making it useful to limit the number of planes being considered.

Calculating attachment energies

The morphology prediction using the Attachment Energy method is controlled within the Growth Morphology subpanel. For a given slice the program evaluates the attachment energy using Eq. 11. Two different algorithms for the attachment energy calculation are available.

1.   The default mode of calculation (Full OFF Support) applies a method which supports all features of the OFF module, including accurate Ewald summation techniques for the evaluation of long range Coulomb interactions. The algorithm builds a temporary two-dimensional model for each growth slice and performs a full force-field energy calculation on each of these slices.

2.   The second mode of calculation (Bond-Energy-List) computes the lattice energy and the energy of the growth slice by applying a force field to directly sum the interactions of pairs of molecules having centers that lie within the specified interaction radius. Since these interactions are finite in range, they are precalculated and tabulated for each pair of molecules, making the calculation of slice energies faster. However, this method is less accurate than a calculation using Ewald summation (see the first Note below).

Slice positioning

The positioning of growth slices affects the calculated energies. If you select Full OFF Support for the evaluation of the attachment energies (and thus use the default method above for attachment energy calculations) or if you calculate surface energies, all theoretically possible slice positions leading to non-identical growth slices are found automatically. If you select the Bond-Energy-List mode for the attachment energy calculation, an additional Preferences ... button appears which allows you to set variables affecting the Slice positioning.

Calculating surface energies

The morphology prediction using the Surface Energy method is controlled within the Equilibrium Morphology subpanel. The surface energy of a crystal is calculated by simulating the semi-infinite crystal by a slab of finite thickness. The substrate thickness is a user-defined parameter. By increasing the substrate thickness, the accuracy of surface energies is systematically improved, at the expense of larger computation times. The calculation is based on the algorithm used for the attachment energy calculation and is always performed by creating a temporary two-dimensional model for each surface. (please see The Equilibrium Morphology for more information on surface energy calculation and see Calculating attachment energies for more information about the attachment energy algorithm)

Deducing the morphology

Each growth face in the list is assigned a center-to-face distance that is proportional to the attachment or surface energy calculated. The Edit/Add Faces list is updated with the new center-to-face distances, and the calculated morphology is displayed in the model window.

Energy setup

To calculate energies, you must load a force field and assign the force field atom types to the model. Although the defaults do this automatically, it is often valuable to do this yourself. If you select Full OFF Support for the evaluation of the attachment energies, or if you calculate surface energies, the energy setup, including the settings of all variables affecting the energy expressions, must be done using the OFF SETUP card deck. In particular, you specify the method and parameters for evaluating the Coulomb and van der Waals interactions using the Energy Terms menu of the OPEN FORCE FIELD card. On the other hand, if you use the Bond-Energy-List option for the calculation of attachment energies, an additional Preferences... button appears which brings up a menu allowing you to specify the variables affecting the energy evaluation.

Note

It is essential that you use EWALD summations (method 2) if individual molecules have a net charge, such as in ionic systems, or for a morphology consisting of planes having a dipole moment. In such cases, without Ewald summations, the calculation does not converge properly, because the interaction radius will often contain a net charge different from zero, leading to arbitrary energy oscillations as a function of interaction radius. For non-ionic systems, you must decide whether the gain in accuracy from Ewald summations justifies the increased computation time.

Note

The Morphology module currently does not support Ewald summation for evaluating van der Waals interactions. You may wish to increase the real space cutoff for the van der Waals interaction from its default value on the OPEN FORCE FIELD/Energy Terms/van der Waals card. A large real space cut-off (15-30 A) will usually give converged results for the van der Waals interaction.

To calculate morphology with the Attachment or Surface Energy methods

1.   Place the crystal structure in the currently active model space. You can either load the crystal structure from a file or build it using the Crystal Builder.

2.   Load a force field.

3.   Set up all variables affecting the generation of the energy expression. The procedure depends on the calculation method that you want to apply. For surface energy calculations or attachment energy calculations with Full OFF Support you use the OFF SETUP menu card (see the Cerius2 Simulation Tools online documentation). If you apply the Bond-Energy-List mode for evaluating the attachment energy you edit the Bond- Energy-List Preferences menu accessible from the Calculate Morphology panel via the Preferences... button. This button appears as soon as you select the Bond-Energy-List mode on the Growth Morphology subpanel.

4.   If you want to automatically generate the list of growth planes with the BFDH method, check the Do BFDH First box (default setting). Otherwise, either enter your own list or do the BFDH calculation separately, then edit the list (see Calculating Morphology with the BFDH method and Editing, adding and removing crystal faces).

5.   If you wish to calculate the growth morphology, select a calculation mode: either Full OFF Support or Bond-Energy-List.

6.   If you wish to calculate the growth morphology using the Bond-Energy-List mode, specify how the growth slices are considered when calculating their energies (see Slice positioning).

7.   If you wish to calculate the equilibrium morphology, specify the slab thickness for the surface energy calculation.

8.   Depending on whether you wish to use the attachment or surface energy methods, click the Calculate button either on the Growth Morphology or Equilibrium Morphology subpanel.

Note

If you get nonsensical results, check that the lattice energy is negative and that it has converged within the specified cutoff radius (especially if direct summations are used for the Coulomb interactions). It is possible that the chosen force field is not suitable for the crystal under consideration or that the modeled structure does not represent a stable crystal.

Please see the online help for more detailed information on the Calculate Morphology control panel.

Setting up the energy calculations

The procedure for setting up the energy calculations depends on the method used for morphology prediction. Except for the case where the Bond-Energy-List option for the calculation of attachment energies has been selected, variables affecting the attachment energy calculations are specified using the OPEN FORCE FIELD card on the OFF SETUP card deck (see the Cerius2 Simulation Tools manual). There, you can specify the non bond interaction terms included in the energy calculation, the method (EWALD, DIRECT, or SPLINE) to evaluate Coulomb interactions, the cutoff radius for direct non bond interactions, and a large number of more advanced parameters affecting your energy calculations.

Note

To reduce the memory requirements when working with large systems, you may wish to choose the NO LIST option for the search for neighbors on the Coulomb and van der Waals preferences panels. This only slightly increases computation times for Morphology calculations and drastically reduces memory requirements.

On the other hand, if you use the Bond-Energy-List option to calculate attachment energies, you specify variables affecting the energy calculation using the options on the Bond-Energy-List Preferences control panel. This panel is accessible via the additional Preferences... button which appears as soon as you specify Bond-Energy-List mode on the Growth Morphology subpanel. These options specify the nonbond interaction terms included in the energy calculation and the interaction radius. A button for checking the lattice energy is also on this control panel.

In addition, the Attachment Energy Preferences panel (accessible via Preferences beside the calculate button) allows you to specify whether an interaction energy file is created and whether the force field is automatically loaded and atom types assigned.

Choosing the force field

To calculate attachment or surface energies, you must load a force field and assign atom types to the model. The choice of force field is an essential variable in the morphology prediction. Most force fields are parametrized for particular types of systems, thus two force fields can give widely diverging results for the same model. On the other hand, you can use suitably chosen force fields to validate each other. Roberts and Docherty (1988) have shown the effects of using different force fields for predicting the morphologies of a number of systems.

Auto force field switch

An Auto Force Field switch is provided that, by default, automatically loads a default force field if you have not loaded one. If a you have specified a force field, the Auto Force Field switch guarantees that the atoms are automatically assigned atom types appropriate for this force field.

Note

By default, Cerius2 uses the Universal force field. Note that you still need to assign QEq charges (using the CHARGES card on the OFF SETUP card deck) before using this force field.

You can use the OFF to load a different force field and to assign atom types and charges; you can use the Force Field Editor to change parameters (see the chapters titled "Open Force Field" and "Force Field Editor" in the Cerius2 Simulation Tools manual).

Non bonded energy terms

The attachment and surface energy calculations use only the non bonded terms from the chosen force field. They use all these terms by default (van der Waals, Coulomb, and hydrogen bonding), but you can exclude some of these if you wish using either the Energy Terms/Selection option on the OPEN FORCE FIELD card (all methods except Bond-Energy-List mode) or the Bond-Energy-List Preferences control panel (Bond-Energy-List mode).

Lattice energy and interaction radius

For neutral molecules, you do not always require Ewald summations to perform the Coulomb summations--direct treatment of the interactions may be sufficiently accurate and significantly reduce the time required to perform the calculation. However, you then need to ensure that the cutoff distance is large enough for the lattice energy to be converged. If you want to calculate the growth morphology and you do not wish to use Ewald summation techniques, we recommend that you switch to Bond-Energy-List mode. In this mode, the cutoff distance is set using the Bond-Energy-List Preferences control panel which is accessible via the Preferences... button. The Check Lattice Energy button allows you to plot the lattice energy and determine the convergence distance. This option is also useful in verifying that the value of the lattice energy is as expected for a stable crystal structure (it should be negative).

If you use the Full OFF Support mode or if you want to predict equilibrium morphologies, the cutoff distance is set using the Preferences... of the Direct or Spline method for the Energy Terms/Coulomb or Energy Terms/van der Waals panels of the OPEN FORCE FIELD card.

Saving the energy data

A switch is provided that allows you to save essential information to an output file named interactions.dat. For the format of this file, see "Morphology File Formats" in Appendix B of the Cerius2 Computational Instruments online documentation.

To set up the energy calculations

1.   Go to the OPEN FORCE FIELD card, load a force field and select options for the various non-bonded terms on the Energy Terms ... menu. In particular, decide whether to use Ewald summations for the Coulomb term, and set the cutoff distance for van der Waals and Coulomb interactions to a converged value.

2.   Depending on the force field you use, you may need to specify appropriate charges for the crystal, for example by using the CHARGES card on the OFF SETUP card deck.

3.   If you want to use the Full OFF Support mode for attachment energy calculations or if you want to calculate surface energies, specify the options affecting the energy calculation using the OFF SETUP deck (see the chapters titled "Open Force Field" and "Force Field Editor" in Cerius2 Simulation Tools).

4.   If you wish to use the Bond-Energy-List mode for attachment energy calculations, proceed as follows:

Go to the MORPHOLOGY card and select the Calculate item to bring up the Calculate Morphology control panel.

Select the Bond-Energy-List mode on the Growth Morphology subpanel.

Click the Preferences... button to bring up the Bond-Energy-List Preferences control panel.

5.   Click Preferences... next to the Calculate button to bring up the Attachment Energy Preferences panel. Check the Auto Force Field box to generate automatic atom typing for the structure. To do this manually, uncheck the box and use the options in the OFF; to edit force field parameters, use the Force Field Editor. To save the calculated energy data, check the Save Interactions File box.

To check the lattice energy

1.   Go to the MORPHOLOGY card and select the Calculate item to display the Calculate Morphology control panel (see the online help for more control panel info).

2.   Select the Bond-Energy-List mode on the Growth Morphology subpanel.

3.   Click the Preferences... button to bring up the Bond-Energy- List Preferences control panel.

4.   Enter the number of data points to use in the plot.

5.   Click the Check Lattice Energy button.

Slice positioning

The way that growth slices are positioned affects the calculated energies. If Full OFF Support has been selected for the evaluation of the attachment energies or if surface energies are calculated, all theoretically possible slice positions leading to non-identical growth slices are found automatically, and you do not need to set any parameters (you can skip this section). For the Bond-Energy-List mode for attachment energy calculations, you can set variables affecting the slice positioning using the options on the Slice Positioning control panel (see the online help).

Finding the most stable slice

In calculating slice energies with the Attachment Energy method, it is important to find the most stable slice (that is, the one with the most negative energy), since this is the slice most likely to be involved in the growth process.

If you use the Bond-Energy-List mode for attachment energy calculations, Morphology finds the most stable slice by stepping the slice through the crystal in a direction normal to the slice, and repeatedly calculates the slice energy. You can specify the number of steps used.

The size of each step is calculated so that the specified number of steps takes the slice through the crystal until the next slice would be exactly equivalent to the first, due to the translational symmetry present:

Eq. 9             Step size = d(hkl) / (Number of slice steps + 1)

Center slice on all
molecules

When working with mixed crystals, you can obtain more accurate results by repeating the slice energy calculation with each of the molecules positioned at the center of the slice. The Center Slice on All Molecules option is provided for this purpose.

Slice offset

Positioning a slice so that the molecule is exactly at its center is likely to place other molecules on the edge of the slice. This can lead to difficulties in determining which interactions contribute to the stability of the slice. You should therefore position the slice so that the molecule is slightly offset from the center. You can use the Slice Offset option to specify the offset value (the default value is 0.01 Angstroms).

To specify the slice positioning variables

1.   Go to the MORPHOLOGY card and select the Calculate item to display the Calculate Morphology control panel.

2.   Select the Bond-Energy-List mode on the Growth Morphology subpanel.

3.   Click the Preferences... button to bring up the Bond-Energy- List Preferences control panel.

4.   To calculate the slice energies with each of the molecules positioned in the center of the slice in turn, check the Center Slice On All Molecules box.

5.   Specify the Slice Offset (in Angstroms).

6.   Enter a value for the number of slice steps to be used.

Please see the online help for more detailed information on the control panels.

Editing, adding and removing crystal faces

Face list

Whenever you carry out a BFDH, Attachment or Surface Energy calculation or a morphology prediction using the Hartman-Perdok method, the growth faces obtained from the calculation appear in the face list on the Edit/Add Faces control panel. Information listed for each face includes:

This list also provides the growth faces for the Attachment and Surface Energy calculations (unless the Do BFDH First box is checked; see the online help). The center-to-face distances are updated when the calculation is complete.

You can choose whether or not invisible faces will appear in the list by checking or unchecking the Include Invisible Faces in List button.

Selecting faces

To edit or remove faces in the list, you need to select these faces. You can select a face in the list by clicking the corresponding row with the left mouse button. Multiple faces can be selected by holding down the < Ctrl > key while clicking additional rows. Holding down the < Shift > key during a second selection selects the whole range of faces between the first and second selection. Double-clicking the list selects all faces in the list.

Editing faces

You can edit faces in the list using the three input fields immediately below the face list. Selecting a single face in the list will fill these input fields with the Miller indices, center-to-face distance and color of the selected face. You can then modify the center-to-face distance (second) and color (third) fields for this selected face. You can also select a face by typing its Miller indices into the first of the input fields. Changes are reflected in the displayed morphology. If multiple faces are selected you can set the center-to-face distance or the color of all selected faces to a common value. This provides an efficient way, for example, to change the display color of the habit in the model window.

Adding faces

If you type into the first input field below the list of faces the Miller indices of a face which is not symmetry related to any of the faces currently in the list, this form is added to the list of faces. Once the face is added, you need to set its center-to-face distance and color attributes using the second and third input fields. If you do not enter a center-to-face distance, a default of 10 Angstroms is assigned. You can also compute the true value by running a Growth or Equilibrium morphology calculation. If visible, the added face is shown in the displayed morphology.

Removing faces

You can remove one or more faces permanently from the list by first selecting them and then hitting the Remove Selected Faces button. You can also permanently remove all faces from the list that are not present in the current morphology (that is, all those that are listed as not visible), using the Remove Invisible Faces button. This is often useful in decreasing the number of faces considered in an Attachment or Surface Energy calculation. However, you should make sure that significant growth faces are not removed accidentally. Note that in order to regenerate faces which have been removed, you either have to reenter their Miller indices by hand or redo your morphology calculation.

Listing faces

You can use the List All Faces to Text Window option to print a more detailed listing of all current faces in the text window. The listing is grouped into faces that are in the same form (that is, symmetry related), and is ordered according to center-to-face distance. In addition to the Miller indices, the center-to-face distance and the color of each face, the d-spacing, surface area and number of corners are also given.

To edit, add, and remove crystal faces

1.   Go to the MORPHOLOGY card and select the Edit/Add Faces item to display the Edit/ Add Faces control panel.

2.   Add faces to the list entering the Miller indices of the new plane using the input fields below the list. Adding a plane to the list automatically adds all symmetry related planes, too.

3.   Edit faces by selecting a single face and entering new values for center-to-face distance or color.

4.   Remove faces by selecting them and executing Remove Selected Faces.

5.   Remove all invisible faces using the Remove Invisible Faces option.

Please see the online help for more detailed information about the control panels.

Calculating morphology using the Hartman-Perdok Method

Morphology calculations applying the Hartman-Perdok method use the options on the Crystal Graph and Hartman-Perdok panels, both accessible via the Calculate Morphology control panel. The program implements the Hartman-Perdok method for building stable growth planes from an analysis of strong intermolecular interactions ("bonds") in the system. The Attachment Energy method is then used to simulate the relative growth rate of these growth planes.

Generating the Crystal Graph

The Crystal Graph menu is used to generate a set (graph) of strong crystal bonds for the current structure. The Crystal Graph panel is accessible via the Crystal Graph ... button on the Calculate Morphology menu. After you specify a spatial range, the program generates a list of bonds between molecules in the crystal and calculates bond energies. This bond list may be edited, and an energy window can be specified determining those bonds within the bond list which are to be included in the subsequent identification of strong chains of bonds (periodic bond chains) and networks of bonds (connected nets) (see Generating and editing the Crystal Graph).

Generating Connected Nets

After a crystal graph has been defined, you may generate all possible connected nets associated with that crystal graph by simply clicking Calculate Morphology on the Hartman Perdok panel (accessible by clicking the Hartman Perdok ... button on the Calculate Morphology menu). The program selects only connected nets which have the correct stoichiometry, i.e., which include the same ratio of different types of molecules as the full crystal. In addition, for a set of forms {nh nk nl}, n=1, 2, ... only those connected nets are shown which correspond to the smallest n for which the given form is not excluded due to symmetry constraints. The connected nets generated are listed in the Hartman Perdok panel for further analysis (see Generating and editing Periodic Bond Chains and Connected Nets).

Calculating the Morphology

After the connected nets resulting from a given crystal graph have been identified, the attachment energy of each net is calculated, and the energy of the most stable net for each generated form is used to assign a center-to-face distance for the corresponding face. You may select from two different methods to calculate the attachment energy of a connected net. In the default mode (E(Att)) the attachment energy is calculated using total energies for the evaluation of lattice and slice energies. Alternatively, the E(Bond) mode evaluates sums over bond energies as defined in the crystal graph. The list of planes and the predicted center-to-plane distances used to calculate morphology is accessible via the Edit/Add Faces menu on the MORPHOLOGY card (see Editing, adding and removing crystal faces).

Creating a model of a connected net

The program allows you to generate and visualize any net in the list of connected nets within a new model space, which can then be used for further analysis. In addition to the molecules forming the net, the model contains dummy atoms at the center of geometry of each molecule, connected by bonds, illustrating the two one-dimensional periodic bond chains defining the connected net.

Saving the crystal graph and the connected nets

Both the crystal graph as well as the structure of the connected nets are saved to the data model. You may permanently save this information by saving the Model to disk.

To calculate morphology with the Hartman-Perdok Method

1.   Place the crystal structure in the current active model space. The crystal structure can either be loaded from a file or built using the Crystal Builder.

2.   Load a force field and setup all variables affecting the generation of the energy expression using the OFF SETUP menu card (see the Cerius2 Simulation Tools manual for more information).

3.   Select Calculate on the MORPHOLOGY menu card and click the Crystal Graph ... button to bring up the Crystal Graph panel.

4.   Select a spatial region for which bonds between molecules in the crystal are generated. You may specify the length along each of the crystal axis separately. Click the Generate Bonds button and the program automatically generates a list of bonds.

5.   Select a set of bonds that are included in the Crystal Graph. You may specify a window of bond energies, change the energy of individual bonds and you may include/exclude individual bonds into/from the crystal graph.

6.   Return to the Calculate Morphology panel and click the Hartman Perdok... button to bring up the Hartman Perdok panel.

7.   Click the Calculate Morphology button and the program generates flat stoichiometric connected nets from the crystal graph, calculates the attachment energies and displays the morphology.

8.   You can now analyze the generated connected nets, display information about the periodic bonds chains defining a selected connected net and create models of connected nets.

Generating and editing the Crystal Graph

The first step of a Hartman-Perdok morphology prediction is the identification of strong interactions ("bonds") between molecules forming the crystal. The program generates a crystal graph describing the interactions between the molecules in the crystal structure in terms of those bonds. Generating crystal bonds is done using the Crystal Graph panel accessible via the Calculate Morphology control panel.

Defining the spatial range

Before generating the crystal graph, you need to specify the spatial range of the bonds which you wish to be included in the crystal graph. You define the spatial range by specifying a maximum distance along each lattice vector using the entry fields below the Generate Bonds button.

Generating crystal bonds

If you click the Generate Bonds button, the program automatically generates all bonds that fall into the specified spatial range, calculates their energies and displays a list of representatives for each family of symmetry related bonds in the Crystal Graph panel. The program also prints a list of all bonds into the text window.

Visualizing crystal bonds

The visualization of the crystal graph is controlled by the Display Crystal Graph button. If checked bonds included in the crystal graph are displayed in the model window as green lines connecting the centers of geometry of the molecules forming that bond. Selecting a bond in the bond list (left-clicking with the mouse on the corresponding line in the list box) highlights the corresponding bond (and all its symmetry related copies) in the model window.

Editing crystal bonds

From the list of bonds, you can select a set of "strong" bonds that will be used in subsequently determining periodic bond chains and connected nets. By default, the program includes all bonds with energies larger than the thermal energy at room temperature (-0.596 kcal/mol). You can modify the energy window by setting the energy of the strongest (weakest) included bonds using the entry fields beside the Apply Energy Window control and clicking the Apply Energy Window button. You can also include (exclude) a single bond by selecting the bond from the list and select YES (NO) from the pull-down menu in the Include? column below the bond-list box. In addition you can modify the bond-energy using the entry field in the Energy column. In connection with the E(Bond) mode of calculating the attachment energy the latter option is very useful to explore the effect of intermolecular interaction strength on the crystal morphology. Editing the set of crystal bonds included in the crystal graph will change the bonds displayed in the model window accordingly.

Note

The crystal graph is associated with a model of a crystal structure. Modifying the atomic arrangement of the crystal structure, for example by moving or deleting atoms, will invalidate the current crystal graph. Before starting the Hartman-Perdok analysis, the program checks the crystal graph for consistency. If an inconsistency is found, the program issues a warning message and deletes the crystal graph as well as all connected nets generated from that crystal graph.

To Generate and edit the Crystal Graph

1.   Place the crystal structure in the current active model space. The crystal structure can either be loaded from a file or built using the Crystal Builder.

2.   Load a force field and setup all variables affecting the generation of the energy expression using the OFF SETUP menu card (see the Cerius2 Simulation Tools manual for more information about using this card).

3.   Select Calculate on the MORPHOLOGY menu card and click the Crystal Graph ... button to bring up the Crystal Graph panel.

4.   Select a spatial region for which bonds between molecules in the crystal are generated. You may specify the length along each of the crystal axes separately.

5.   Click the Generate Bonds button and the program automatically generates a list of bonds.

6.   Modify the set of bonds included in the crystal graph by setting an appropriate energy window, entering the strongest and weakest included bond beside the Apply Energy Window command, and hitting the Apply Energy Window button.

7.   Include single bonds in the crystal graph or exclude single bonds from the crystal graph by selecting a bond and selecting YES or NO from the Include? pull down menu.

8.   Modify the bond energy of a selected bond using the Energy entry field.

Generating and editing Periodic Bond Chains and Connected Nets

After a set of strong crystal bonds has been identified, you can generate all two-dimensional connected nets of strong bonds. These nets define the stable growth planes of a crystal. Generating and editing connected nets is done using the Hartman-Perdok panel accessible via the Calculate Morphology control panel.

Generating connected nets

If you click the Calculate Morphology button, the program automatically constructs all one-dimensional periodic bond chains (PBCs), then examines all combinations of pairs of PBCs to find all unique two-dimensional connected nets that are flat and stoichiometric. For a set of forms {nh nk nl}, n=1, 2, ... only those connected nets are selected which correspond to the smallest n for which the given form is not excluded due to symmetry constraints. In addition, the program calculates the attachment energy of the connected nets using the force field settings specified in the OFF. In particular, Ewald summations can be used to perform these attachment energy calculations.

Generating the crystal morphology

From the attachment energies of the energetically most stable connected nets, the program determines the morphology. Two different methods may be used to calculate the attachment energy of a connected net. In the default mode (E(Att)) the attachment energy is calculated using total energies for the evaluation of lattice and slice energies. This method is equivalent to the one applied if Full OFF Support is selected for the calculation of the growth morphology (see Calculating morphology with the Attachment or Surface Energy methods). Alternatively, the E(Bond) mode evaluates sums over bond energies as defined in the crystal graph. From the generated list of connected nets the most stable one for each form is selected and used to predict the crystal morphology. These connected nets considered in the morphology calculation appear in the face list on the Edit/Add Faces control panel (see Editing, adding and removing crystal faces).

List of connected nets

All generated connected nets are listed in the Hartman Perdok panel. Since the Hartman-Perdok analysis may generate several connected nets for a form (hkl) all connected nets of a given form are grouped together and ordered according to their stability. In the list of connected nets the forms are ordered according to the stability of their most stable connected net. Both the attachment energy based on the total energy of the connected net E(Att) and the attachment energy calculated using the bond energies of the crystal graph E(Bond) is given for each connected net.

Deleting less stable connected nets

The Hartman-Perdok analysis may generate a large number of different connected nets for a given form (hkl) some of which are considerably more unstable than the most stable connected net of this form (appearing as Type 1). Those relatively unstable nets may usually be ignored for the analysis of crystal morphology. In addition, since the connected nets are saved to the data model a large number of connected nets may affect the performance of Cerius2. You may delete all nets within each form which are less stable than the most stable connected net of this form by a user-specified energy value by clicking the Delete Types less stable by button. The energy value is specified using the entry field beside the Delete Types less stable by control. Note, that the energy criterion is applied to each form separately and that no forms are deleted from the list.

Analyzing connected nets

Selecting a connected net from the list on the Hartman Perdok panel (left-clicking with the mouse on the corresponding line in the list box) gives you access to two modes of analysis:

1.   You can create a model of the connected net.

2.   Information about the two PBCs forming the selected connected net is displayed in the lower part of the Hartman-Perdok panel. This information includes the overall direction of a PBC and a list of the bonds forming this PBC. In case the current model is a model of a connected net, you can select each bond in the list of bonds forming a PBC, which highlights the corresponding bond in the model window by adding it to the list of selected objects.

Create a model of a connected net

If you have selected a connected net from the list on the Hartman-Perdok panel (left-clicking with the mouse on the corresponding line in the list box), you may create an atomic model of this connected net using the Create Selected Face option. In addition to the molecular arrangement, the model illustrates the PBCs forming the connected nets by dummy atoms at the centers of geometry of the molecules forming the PBC and bonds between them.

Display style of a connected net

The Display Style pull-down menu allows you to change the display style for a model of a connected net. You can show the atoms only (Atoms), the PBCs only (PBCs) or both the atoms and the PBCs together (Atoms + PBCs).

Removing dummy atoms

You can permanently remove the dummy atoms from a model of a connected net by clicking the Remove PBCs button. This is important if you want to further manipulate the model of the connected net. For example, it is helpful if you want to perform energy evaluations, since the dummy atoms may affect the result of the operations performed.

Note

The list of connected nets on the Hartman-Perdok panel is independent of the face list on the Edit/Add Faces control panel. All tools for analyzing the morphology (see Analyzing the morphology) are available for the morphologies generated using the Hartman-Perdok method. The only exception is the Cleave Selected Face option, which is replaced by Create Selected Face on the Hartman-Perdok panel. Editing the face list on the Edit/Add Faces control panel will modify the morphology, but will not change the list on the Hartman-Perdok panel.

Note

The model of a connected net created using the Create Face button on the Hartman-Perdok panel contains dummy atoms to illustrate the PBCs. Before manipulating this model with other Cerius2 tools, it might be necessary to remove the dummy atoms from the model using the Remove PBCs button (see Removing dummy atoms).

To Generate and edit Periodic Bond Chains and Connected Nets

1.   Generate a crystal graph (see Generating and editing the Crystal Graph).

2.   Go back to the Calculate Morphology panel and click the Hartman-Perdok... button to activate the Hartman-Perdok panel.

3.   Click the Calculate Morphology button on the Hartman-Perdok panel. This generates all connected nets corresponding to the current crystal graph and calculate the morphology on the basis of attachment energies of these connected nets.

4.   .Select the attachment energy method used to simulate the crystal morphology using the Display Morphology pulldown menu.

5.   Get more information about a particular connected net by selecting the corresponding line in the list of connected nets (left-clicking with the mouse on the corresponding line).

6.   Generate a model of the selected connected net by clicking the Create Selected Face button.

Displaying the morphology

The calculated morphology is displayed in the model window. You can specify the way the morphology is displayed using the options on the Morphology Display control panel.

Visualization

With visualization options you can choose to display the external morphology either with or without the internal molecular structure, or display the molecular structure alone. By default, both are displayed.

Scale factor

The morphology is displayed with the center-to-face distance for each plane represented in Angstrom units multiplied by a scale factor. The units are used to enable easy comparison of molecular structure and morphology and should not be regarded as representing the true size of the crystal. The larger the scale factor, the larger the size of the morphology relative to the molecular model. A scale factor of 1.000 is used by default.

Transparency

You can change the transparency of the crystal faces, allowing the molecular structure to be viewed inside the morphology model. An entry box or slider bar may be used to specify the value (0 is opaque, 1 is transparent). The default setting is 0.400.

Face label

The face label options allow you to label the faces of the model showing their Miller indices (Indices) or their surface area as a percentage of the total area (Area). Use the None option if you do not want labels.

Redisplay morphology

Usually, any change to the list of faces on the Edit/Add Faces panel results in an automatic update of the morphology display in the model window. However, in some cases, such as a manual change of lattice parameters, you may wish to update the morphology display manually. You can do this using the Redisplay Morphology button.

To specify the display controls

1.   Go to the MORPHOLOGY card and select the Display item to bring up the Morphology Display control panel.

2.   Specify what to display by selecting one of the options from the Visualization popup (Morphology, Molecular, or Both).

3.   Enter the scale factor to apply.

4.   Specify the transparency of the crystal faces by either moving the slider bar or entering a value in the entry box (0 to 1.0).

5.   Label the faces by selecting one of the options from the Face Label popup (None, Indices, or Area).

6.   If you have made changes to the model outside the morphology module, use the Redisplay Morphology option.

Please see the online help for more information on the control panels.

Analyzing the morphology

Several properties of the crystal morphology can be calculated using the options on the Morphology Analysis control panel (see the online help). These include inter planar angles, aspect ratio and the percentage area accounted for by certain forms.

Interplanar angles and surface areas

Buttons are provided that allow you to calculate the inter planar angle between two faces or the surface area of a face. Faces are identified by entering their Miller indices. Results are reported in the text window.

List Areas by Form option

You can use the List Areas by Form option to list all forms present in the current morphology and to display the percentage of the total surface area accounted for by certain forms.

Aspect ratio

You can also calculate the aspect ratio. The ratio is defined as D/d, where D is the maximum center-to-corner distance and d is the minimum center-to-face distance. Knowledge of shape and aspect ratio is essential to understanding packing, flow problems, clogging of filters, and related questions.

Cleave selected face

If the list of faces has been generated from an attachment energy calculation, it is possible to cleave a growth face from the crystal, thereby creating a new model which can subsequently be manipulated using the Surface Builder control panel (see the online help). This feature, which is also useful for visualizing growth faces, is accessed by clicking the Cleave Selected Face button.

Note

If you perform a Hartman-Perdok analysis the Cleave Selected Face control is not active and is replaced by the Create Selected Face command on the Hartman-Perdok panel.

To analyze the crystal morphology

1.   Go to the MORPHOLOGY card and select the Analysis item to bring up the Morphology Analysis control panel.

2.   To calculate the angle between two faces, enter the Miller indices of the two faces in the entry boxes, then click the Calculate Angle between __ and __ button.

3.   To calculate the surface area of a face, enter the Miller indices of the face in the entry box, then click the Calculate Area of Face button.

4.   To list the forms and their percentage areas, click the List Areas by Form button.

5.   To calculate the aspect ratio of the crystal, click the Aspect Ratio button.

6.   To cleave a face out from the last attachment energy calculation, enter its Miller indices, then click the Cleave Selected Face button.

Please see the online help for more detailed information about the control panels.

Storing morphologies

Saving

You can save the current morphology in two different ways. The usual way is to use the File/Save Model option of the main Cerius2 menu. If you choose the .msi format, the morphology is saved together with the underlying molecular structure, the crystal graph and any connected nets which may have been generated.

It is possible to save the morphology in a habit (.hab) file that uses a subset of the Crystallographic Information File (CIF) format. To do this, open the Save Morphology control panel (see the online help) and specify a file name in the browser box. The .hab extension is automatically added.

Only the morphology, cell parameters, and symmetry are stored in the .hab file. The CIF format is described in Appendix B, "File Formats", of the Cerius2 3.8 Computational Instruments manual.

Other structural parameters, such as atomic coordinates, are not saved in the .hab file.

Loading

If a morphology has been saved as part of an .msi file, it can be loaded using the File/Load Model option of the main Cerius2 menu. You can also read morphologies saved in CIF-formatted files using options on the Load Morphology control panel (see the online help). You can add a morphology to the current model space or put it into a new one. However, you can add a morphology to the current structure only if both have the same cell and space group symmetry.

To save the current morphology

1.   Go to the File/Save Model item on the main menu to bring up the Save Model control panel if you wish to save a morphology as part of an .msi file, or go to the MORPHOLOGY card and select the File/Save item to bring up the Save Morphology control panel.

2.   Use the browser box to specify the file name and save the file (the extension is automatically added).

To load a morphology

1.   Go to the File/Load Model item on the main menu to bring up the Load Model control panel if you wish to load a morphology saved as part of an .msi file, or go to the MORPHOLOGY card and select the File/Load item to bring up the Load Morphology control panel.

2.   Select the model store to be used (click either the Current or New button).

3.   Use the browser to specify the file name and load the file.

Note

If you are loading a .hab file into the current model store, and the cell parameters or space-group symmetry are not the same as the current crystal, you can either replace the current crystal or ignore the load command (that is, choose Replace or Ignore from the dialog box).


Theory

This section provides detailed theoretical information for the four methods used by Morphology: the Bravais Friedel Donnay Harker method, the Attachment Energy method, the Surface Energy method, and the Hartman-Perdok method.

Bravais Friedel Donnay Harker method

The Bravais Friedel Donnay Harker (BFDH) method is a geometrical calculation that uses the crystal lattice and symmetry to generate a list of possible growth faces and their relative growth rates. From this, crystal morphology can be deduced.

Growth rates - Bravais Friedel rules

Generally, observed crystal morphology is found to be dominated by lower-order faces. Bravais (1913) and Friedel (1907) observed that the center-to-face distance for a given plane tended to be related to the inverse-plane spacing,

Eq. 10             D ~ 1/d

where:

D = Center-to-face distance.

d = Lattice-plane spacing.

This is easily rationalized. Assume that growth involves consecutively adding growth planes of atoms and molecules. If energetic effects are discounted, the ease of adding a plane is proportional to its thickness. Thus, a thinner growth plane grows faster and has a larger center-to-face distance.

Growth planes - Donnay Harker rules

Donnay and Harker (1937) refined this approach by developing rules that related the crystal symmetry to the possible growth planes. These rules account for the effect of translational symmetry operators, meaning that higher-order planes can grow in preference to lower-order ones. For example, in a body-centered cell, a molecule at the origin repeats in the center of the cell. This implies that growth in the [1 0 0] direction could occur by adding the (2 0 0) slice, rather than the thicker (1 0 0) slice.

The BFDH method combines these observations, using the Donnay Harker rules to isolate the likely growth planes, then the Bravais Friedel rules to deduce their relative growth rates. The method is an approximation, and does not account for the energetics of the system. The stronger the bonding effects in the crystal, the less accurate the method becomes. In many cases, however, you can get good approximations, and the method is always useful for identifying important faces in the growth process.

The Attachment Energy method

The Attachment Energy method can predict the shape of the crystal more accurately because it takes the energetics of the system into account.

Calculating Eatt

The attachment energy, Eatt, is defined as the energy release on the attachment of a growth slice to a growing crystal surface (Docherty et al. 1991). Eatt is computed as (Berkovitch-Yellin 1985):

Eq. 11             Eatt = Elatt - Eslice

where:

Elatt = Lattice energy of the crystal

Eslice = Energy of a growth slice of thickness dhkl.

Growth rate ~ Eatt

The growth rate of the crystal face is proportional to its attachment energy. That is, faces with the lowest attachment energies are the slowest growing and, therefore, have the most morphological importance.

Deducing morphology

The attachment energy is calculated for a series of suitable slices (hkl) that are chosen either by performing a Donnay-Harker prediction, or by entering your own data. From the energy calculation and, hence, the growth rate, a center-to-face distance is assigned to each face. This information is used to deduce the morphology using a Wulff plot (Wulff 1901).

Assumptions

The attachment energy model assumes that the surface is a perfect termination of the bulk and that no surface relaxation takes place. This has been shown to be significant in the case of inorganic systems such as a-Al2O3 and a-Fe2O3. The attachment energy model works well in the case of many organic molecular systems.

The Equilibrium Morphology

The equilibrium morphology of a crystal is determined by the minimum of the surface free energy for a given volume and temperature (Gibbs 1928). If the surface free energies, or, at zero temperature, the surface energies are known for all relevant crystal faces the morphology of a crystal in equilibrium with its surrounding can be visualized using a Wulff plot (Wulff 1901).

Calculating Esurf

In the program, the surface energy is calculated from the energy of a slab of finite thickness:

Eq. 12            

where:

Elatt(M) = energy of a M-layer thick slab inside the infinite crystal.

Eslice(M) = energy of a M-layer thick slab in vacuum.

Ahkl = surface area of a plane with Miller indices {hkl}.

The factor 1/2 in front of Eq. 12 accounts for the fact that the slab has two surfaces.

It is readily seen that Eq. 12and Eq. 11 are closely related. In the limit of a slab thickness of one growth layer, a very rough approximation of the surface energy may be obtained using the attachment energy:

Eq. 13             Esurf(1) = 1/2 Eatt / Ahkl = 1/2 dhkl Eatt/V

where

dhkl = interplanar spacing of a surface with Miller indices {hkl}

V = unit cell volume.

In the program, the surface energy is calculated using a finite and fixed slab thickness, M. The number of growth layers, M, forming the slab is a user defined parameter. According to Eq. 12, the accuracy of the surface energy can be systematically improved by increasing the slab thickness M.

Assumptions

The equilibrium morphology is calculated at zero temperature. It is assumed that the surface is a perfect termination of the bulk and that no surface relaxation takes place. In the slab method, the calculated surface energy is an average between the surfaces with Miller indices {h k l} and {-h -k -l}. The latter restriction is important for crystal structures not having a center of inversion.

The Hartman-Perdok method

The Hartman-Perdok method (Hartman-Perdok 1955, Bennema 1996, Grimbergen et al. 1998) provides a systematic way to generate the stable growth planes of a crystal. It removes one of the assumptions of the common Attachment Energy Method, namely that the growth planes are always ideal, flat crystal planes. Once the stable growth planes of a crystal have been identified, the attachment energy is used to simulate the growth morphology of the crystal (see The Attachment Energy method). In addition, the Hartman-Perdok method gives you critical insight into why surfaces are stable and thus provides you with a powerful tool (for example) for designing growth additives.

The implementation of the Hartman-Perdok theory is based on the program FACELIFT (Grimbergen and Meekes 1997) developed at the University of Nijmegen.

Crystal bonds and the crystal graph

The Hartman-Perdok theory starts from the concept that crystals are stable because of the ability of the growth units to form strong attractive bonds between each other. The network of these bonds in the crystal defines the crystal graph.

The program determines the bond energy between two growth units by placing them into a temporary model with the same distance and orientation as in the crystal and calculating the difference between the total energy of the interacting growth units and the two total energies of the separated growth units. In molecular crystals, the sum of the bond energies over all bonds in a crystal adds up to the lattice energy Elatt, since the Coulomb, van der Waals and H-bond interactions are pair interactions.

From the list of bonds, a set of "strong bonds" has to be selected which are included in the crystal graph. In the context of crystal growth, bonds are strong if they are unlikely to be broken at a given temperature, that is, if the bond strength larger then about kT.

Periodic bond chains (PBCs) and connected nets

According to the Hartman-Perdok theory, the stable growth planes are those planes which consist of two-dimensional connected nets of strong bonds in the surface plane. Generally, those planes will have a non-zero step energy hindering nucleation and a low attachment energy (Grimbergen et al. 1998).

Once the crystal graph is defined, it is in principle possible to generate all two-dimensional connected nets of strong crystal bonds. This is done in two steps. First, all one-dimensional periodic bond chains (PBCs) are constructed. A PBC represents an uninterrupted chain of strongly bonded growth units of which only the endpoints are identical. In the second step, connected nets are generated from all combinations of two non-parallel intersecting PBCs. Only stoichiometric connected nets are kept as growth planes.

Deducing morphology

The attachment energy is calculated for all connected nets (see The Attachment Energy method). From the attachment energy calculation and, hence, the growth rate, a center-to-face distance is assigned to each face. This information is used to deduce the morphology using a Wulff plot (Wulff 1901). If more than one connected net exists for given Miller indices {hkl}, the most stable (the lowest absolute value of the attachment energy) is defined as the growth plane.

Assumptions

The program assumes that the growth units are single molecules (or single atoms if not part of a molecule).


References

Bravais, A., Etudes Crystallographiques, Paris (1913).

Bennema, P., J. Cryst. Growth, 166, 17 (1996).

Berkovitch-Yellin, Z., J. m. Chem. Soc., 107, 8239 (1985).

Docherty, R.; Roberts, K. J., J.Cryst. Growth, 88, 159 (1988).

Docherty, R.; Clydesdale, G.; Roberts, K.J.; Bennema, P., J. Phys. D: Appl. Phys., 24, 89 (1991).

Donnay, J. D. H.; Harker, D., Am. Mineral., 22, 463 (1937).

Friedel, G., Bull. Soc. Fr. Mineral., 30, 326 (1907).

Gibbs, J. W., Collected Works, (Longman, New York, 1928).

Grimbergen, R. F. P., Acta Cryst, A54, (1998)

Grimbergen, R. F. P.; Bennema, P.; Meekes H., Acta Cryst A54 (1998).

Grimbergen, R. F. P. and Meekes and Boerrigter, S, C-program FACELIFT for PBC analysis, University of Nijmegen (1997).

Hall, S. R.; Allen, F. H.; Brown, I. D., Acta Cryst., A47, 655 (1991).

Hartman, P. and Perdok, W., Acta Cryst., 8, 49, 521, 525 (1955).

Strom, C. S. and Vogels, L. J. P., Acta Cryst A54 (1998)

Wulff, G. Z., Krystallogr., 34, 449 (1901).




Last updated December 08, 1998 at 07:29PM Pacific Standard Time.
Copyright © 1998, Molecular Simulations, Inc. All rights reserved.