3 papers
stat.AP2026
ChargeBD: Character-Aware Heterogeneous Agent Reasoning for Guided Engineering in Battery Development
Rui Huang, Zekun Jiang, Mengran Hou +4
Redox-flow battery (RFB) research spans molecular design, electrolyte optimization, electrode and membrane materials, stack operation, system management, and safety analysis, makin…
physics.chem-ph2025
Socrates-Mol: Self-Oriented Cognitive Reasoning through Autonomous Trial-and-Error with Empirical-Bayesian Screening for Molecules
Xiangru Wang, Zekun Jiang, Heng Yang +4
Molecular property prediction is fundamental to chemical engineering applications such as solvent screening. We present Socrates-Mol, a framework that transforms language models in…
cs.AI2025
Cyber Academia-Chemical Engineering (CA-ChemE): A Living Digital Town for Self-Directed Research Evolution and Emergent Scientific Discovery
Zekun Jiang, Chunming Xu, Tianhang Zhou
The rapid advancement of artificial intelligence (AI) has demonstrated substantial potential in chemical engineering, yet existing AI systems remain limited in interdisciplinary co…