78 citations · 78 across the 2 of their papers we have counts for
2 papers
cs.LG2026
Unveiling Multi-regime Patterns in SciML: Distinct Failure Modes and Regime-specific Optimization
Yuxin Wang, Yuanzhe Hu, Xiaokun Zhong +7
Neural networks trained under different hyperparameter settings can fall into distinct training "regimes," with consistent behavior within regimes and qualitative differences acros…
physics.chem-ph2024★ 78 cited
An Artificial Intelligence (AI) workflow for catalyst design and optimization
Nung Siong Lai, Yi Shen Tew, Xialin Zhong +4
In the pursuit of novel catalyst development to address pressing environmental concerns and energy demand, conventional design and optimization methods often fall short due to the…