Natthaphon Choomphon-anomakhun
- 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
- 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)