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Updated: May 19, 2026

Discovery and Synthesis Optimization of Isoreticular Al(III) Phosphonate-Based Metal-Organic Framework Compounds Using High-Throughput Methods
Published on: October 6, 2023
Complementing high-throughput X-ray powder diffraction data with quantum-chemical calculations: Application to
Kaisa Naelapää1, Jacco van de Streek, Jukka Rantanen
1Department of Pharmacy, University of Copenhagen, Copenhagen DK-2100, Denmark.
This study introduces a method combining high-throughput X-ray powder diffraction (XRPD) with quantum-chemical calculations to determine crystal structures. This approach efficiently identifies solid-forms, even when single crystals are unavailable.
Area of Science:
- Crystallography and Materials Science
- Computational Chemistry and Drug Discovery
Background:
- High-throughput screening is crucial for pre-formulation, but determining crystal structures of new solid phases is often a bottleneck.
- Traditional methods require producing single crystals or bulk samples for X-ray diffraction, which is time-consuming and not always feasible.
Purpose of the Study:
- To develop a more efficient method for crystal structure determination directly from high-throughput X-ray powder diffraction (XRPD) data.
- To integrate quantum-chemical calculations with experimental XRPD data for robust structural analysis.
Main Methods:
- Utilized dispersion-corrected density functional theory (DFT-D) quantum-chemical calculations.
- Applied these calculations to complement high-throughput XRPD data.
- Determined the crystal structure of piroxicam form III as a case study.
Main Results:
- Demonstrated the feasibility of using DFT-D calculations for small organic molecules, including active pharmaceutical ingredients.
- Successfully determined the crystal structure of piroxicam form III by combining experimental XRPD and computational methods.
- Showcased the synergy between high-throughput experimental screening and quantum-chemical modeling.
Conclusions:
- The combined experimental and quantum-chemical approach provides reliable structural information efficiently.
- This method is valuable for intensive solid-form screening and for analyzing polymorphs obtained via high-energy processing (e.g., spray drying, milling).
- Enables structural determination when single crystals are not viable.
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