1 citations · 1 across the 3 of their papers we have counts for
3 papers
cs.LG2025★ 1 cited
Interaction Topological Transformer for Multiscale Learning in Porous Materials
Dong Chen, Jian Liu, Chun-Long Chen +1
Porous materials exhibit vast structural diversity and support critical applications in gas storage, separations, and catalysis. However, predictive modeling remains challenging du…
q-bio.BM2025
CAML: Commutative algebra machine learning -- a case study on protein-ligand binding affinity prediction
Hongsong Feng, Faisal Suwayyid, Mushal Zia +4
Recently, Suwayyid and Wei have introduced commutative algebra as an emerging paradigm for machine learning and data science. In this work, we integrate commutative algebra machine…
q-bio.BM2024
Category-Specific Topological Learning of Metal-Organic Frameworks
Dong Chen, Chun-Long Chen, Guo-Wei Wei
Metal-organic frameworks (MOFs) are porous, crystalline materials with high surface area, adjustable porosity, and structural tunability, making them ideal for diverse applications…