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Natthaphon Choomphon-anomakhun

  1. Diffusion probabilistic models enhance variational autoencoder for crystal structure generative modeling
    2023/08/04 by Teerachote Pakornchote, Natthaphon Choomphon-anomakhun, Pakornchote, Teerachote +11 · 6 citations
    Materials Science · Computer Science · #Machine Learning in Materials Science #X-ray Diffraction in Crystallography #Topic Modeling
  2. CrystalGRW: Generative Modeling of Crystal Structures with Targeted Properties via Geodesic Random Walks
    2025/01/15 by Krit Tangsongcharoen, Tangsongcharoen, Krit, Teerachote Pakornchote +15 · 2 citations
    Computer Science · #68T07 #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Image Processing and 3D Reconstruction #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci) #Statistical Mechanics (cond-mat.stat-mech)