X-ray diffraction
PulseAugur coverage of X-ray diffraction — every cluster mentioning X-ray diffraction across labs, papers, and developer communities, ranked by signal.
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Diffusion Model Predicts Crystal Structures from X-Ray Diffraction Data
Researchers have developed XRDiff, a novel diffusion model capable of predicting crystal structures from powder X-ray diffraction (PXRD) data. This model can infer structures based on known stoichiometry or, more challe…
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Deep learning revolutionizes crystal structure prediction and analysis
Researchers have developed new deep learning methods for crystal structure prediction and analysis. One approach, CrystalX, uses deep learning to automate routine X-ray diffraction analysis, outperforming existing autom…
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Machine learning potentials struggle to predict silica glass structure
Researchers have investigated the limitations of machine learning potentials in accurately predicting the medium-range order of silica glass. Using neutron and X-ray diffraction alongside molecular dynamics, they found …