Edwards, Carl
- Translation between Molecules and Natural Language
2022/04/25 by Carl K. Edwards, Edwards, Carl, Tuan Lai +7 · 22 citations
Materials Science · Computer Science · #Machine Learning in Materials Science #Computational Drug Discovery Methods #Topic Modeling
- Artificial Intelligence for Science in Quantum, Atomistic, and Continuum Systems
2023/07/17 by Xuan Zhang, Zhang, Xuan, Limei Wang +123 · 1 voice · 17 citations
#cs.LG #physics.comp-ph
- L+M-24: Building a Dataset for Language + Molecules @ ACL 2024
2024/02/22 by Carl K. Edwards, Edwards, Carl, Qingyun Wang +5 · 6 citations
Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #Biomolecules (q-bio.BM) #Computation and Language (cs.CL) #FOS: Biological sciences #FOS: Computer and information sciences #Quantitative Methods (q-bio.QM)
- Invariant Tokenization of Crystalline Materials for Language Model Enabled Generation
2025/02/28 by Yan, Keqiang, Li, Xiner, Ling, Hongyi +8 · 8 citations
#FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci)
- ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback
2024/02/15 by Henry W. Sprueill, Carl N. Edwards, Sprueill, Henry W. +15 · 3 citations
Computer Science · #Advanced Text Analysis Techniques #Artificial Intelligence (cs.AI) #Chemical Physics (physics.chem-ph) #Computational Engineering #FOS: Computer and information sciences #FOS: Physical sciences #Finance #Machine Learning (cs.LG) #and Science (cs.CE)
- Semi-supervised New Event Type Induction and Description via Contrastive Loss-Enforced Batch Attention
2022/02/12 by Carl K. Edwards, Edwards, Carl, Heng Ji +1 · 1 citation
Computer Science · Decision Sciences · #68T50 #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Data Quality and Management #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Geometry Informed Tokenization of Molecules for Language Model Generation
2024/08/19 by Xiner Li, Li, Xiner, Limei Wang +13 · 2 citations
Computer Science · #Model-Driven Software Engineering Techniques
- SynerGPT: In-Context Learning for Personalized Drug Synergy Prediction and Drug Design
2023/06/19 by Edwards, Carl, Naik, Aakanksha, Khot, Tushar +3 · 1 citation
#Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Molecular Networks (q-bio.MN)
- GLaD: Synergizing Molecular Graphs and Language Descriptors for Enhanced Power Conversion Efficiency Prediction in Organic Photovoltaic Devices
2024/05/23 by Thao Thi Phuong Nguyen, Nguyen, Thao, Tiara Torres-Flores +9 · 1 citation
Engineering · Materials Science · #Artificial Intelligence (cs.AI) #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Green IT and Sustainability #Machine Learning (cs.LG) #Machine Learning in Materials Science #Organic Electronics and Photovoltaics