BG
Ben Gao
cs.AIcs.CLcs.CEcs.LGphysics.chem-phstat.ML
On Valency
published · living versionsW_83pbtcxs·v1 · currentpublished
Learning Kolmogorov Backward Operators for Spectral Analysis and Forecasting: A Data-Driven Variational Galerkin Framework
with Yuanchao Xu, Claire Valva, Isao Ishikawa
1 version
Preprints & journals
7 papers in the corpus · 2024–2026Disagree to Accelerate: Closing the Loop on Diffusion Feature Forecasts2608.01740v1 · Yanchao Li, Jiaqing Xie, Ben Gao et al.2026 · 0 citationsarXiv
SkillsInjector: Dynamic Skill Context Construction for LLM Agents2605.29794v1 · Yanchao Li, Wanhao Liu, Ben Gao et al.2026 · 0 citationsarXiv
NMRTrans: Structure Elucidation from Experimental NMR Spectra via Set Transformers2602.10158v1 · Liujia Yang, Zhuo Yang, Jiaqing Xie et al.2026 · 3 citationsarXiv
MolAct: An Agentic RL Framework for Molecular Editing and Property Optimization2512.20135v2 · Zhuo Yang, Yeyun Chen, Jiaqing Xie et al.2025 · 0 citationsarXiv
MOOSE-Chem2: Exploring LLM Limits in Fine-Grained Scientific Hypothesis Discovery via Hierarchical Search2505.19209v2 · Zonglin Yang, Wanhao Liu, Ben Gao et al.2025 · 2 citationsarXiv
ResearchBench: Benchmarking LLMs in Scientific Discovery via Inspiration-Based Task Decomposition2503.21248v3 · Yujie Liu, Zonglin Yang, Tong Xie et al.2025 · 2 citationsarXiv
MOOSE-Chem: Large Language Models for Rediscovering Unseen Chemistry Scientific Hypotheses2410.07076v6 · Zonglin Yang, Wanhao Liu, Ben Gao et al.2024 · 5 citationsarXiv
Career total: 10 works. 7 are in this corpus.
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