4 papers
AdsMind: A Physics-Grounded Multi-Agent System for Self-Correcting Discovery of Adsorption Configurations on Heterogeneous Catalyst Surfaces
Zongmin Zhang, Yuyang Lou, Bowen Zhang +6
Identifying the lowest-energy surface-adsorbate configuration is critical for modeling heterogeneous catalysis, yet exhaustive exploration with ab initio calculations is computatio…
A Survey of Neural Network Variational Monte Carlo from a Computing Workload Characterization Perspective
Zhengze Xiao, Xuanzhe Ding, Yuyang Lou +2
Neural Network Variational Monte Carlo (NNVMC) has emerged as a promising paradigm for solving quantum many-body problems by combining variational Monte Carlo with expressive neura…
Dynamic Long Short-Term Memory Based Memory Storage For Long Horizon LLM Interaction
Yuyang Lou, Charles Li
Memory storage for Large Language models (LLMs) is becoming an increasingly active area of research, particularly for enabling personalization across long conversations. We propose…
Operando monitoring of strain field distribution in lithium battery anode via ultra-high spatial resolution optical frequency domain reflectometer
Kaijun Liu, Zhijuan Zou, Guolu Yin +7
The cycling performance of lithium-ion batteries is closely related to the expansion effect of anode materials during charge and discharge processes. Studying the mechanical field…