1 citations · 1 across the 3 of their papers we have counts for
4 papers
Commutative Algebra Modeling in Materials Science -- A Case Study on Metal-Organic Frameworks (MOFs)
Caleb Simiyu Khaemba, Hongsong Feng, Dong Chen +2
Metal-organic frameworks (MOFs) are a class of important crystalline and highly porous materials whose hierarchical geometry and chemistry hinder interpretable predictions in mater…
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…
Superionic Ionic Conductor Discovery via Multiscale Topological Learning
Dong Chen, Bingxu Wang, Shunning Li +5
Lithium superionic conductors (LSICs) are crucial for next-generation solid-state batteries, offering exceptional ionic conductivity and enhanced safety for renewable energy and el…
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…