SciToolAgent: A Knowledge Graph-Driven Scientific Agent for Multi-Tool IntegrationNature Computational Science (Nat. Comput. Sci.), 2025 |
A Status Quo Investigation of Large Language Models towards Cost-Effective CFD Automation with OpenFOAMGPT: ChatGPT vs. Qwen vs. DeepseekTheoretical and Applied Mechanics Letters (TAML), 2025 |
From Hypothesis to Publication: A Comprehensive Survey of AI-Driven Research Support SystemsConference on Empirical Methods in Natural Language Processing (EMNLP), 2025 |
Contextualizing biological perturbation experiments through languageInternational Conference on Learning Representations (ICLR), 2025 |
Towards Scientific Discovery with Generative AI: Progress,
Opportunities, and ChallengesAAAI Conference on Artificial Intelligence (AAAI), 2024 |
A Law of Next-Token Prediction in Large Language ModelsPhysical Review E (Phys. Rev. E), 2024 |