2025 AIChE Annual Meeting
(30f) A Curated Database for Pure-Silica Zeolites
In this work, we have developed an automated workflow that evaluates and optimizes the PSZ framework structures in the IZA database. This workflow involves (i) a connectivity check to remove structures with fractional atoms and/or terminal silanol groups, (ii) a hydrophilicity check involving Gibbs ensemble Monte Carlo simulations to check for hydrophilic sites/pockets, (iii) density functional theory (DFT) calculations to optimize the atomic position and cell parameters and analyze energetic stability, and (iv) a symmetrization of the DFT-optimized structure and calculation of various geometric, energetic, and adsorption properties. The DFT-optimized structures yield a wider differentiation of Si–O bond lengths and O–Si–O bending angles than those obtained using geometric restraints. Energetics points to a subset of structures potentially synthesizable in their PSZ form. The curated database serves as a valuable resource for data-driven materials design.
References
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- Baerlocher, C.; McCusker, L. Database of Zeolite Structures.
- Smeets, S., McCusker, L. B., Baerlocher, C., Mugnaioli, E., & Kolb, U. (2013). Appl. Crystallogr., 46, 1017–1023.