Ponnapati, Manvitha
- Language agents achieve superhuman synthesis of scientific knowledge
2024/09/10 by Michael D. Skarlinski, Michael Skarlinski, Sam Cox +18 · 4 voices · 51 citations
Social Sciences · #Language and cultural evolution
- LAB-Bench: Measuring Capabilities of Language Models for Biology Research
2024/07/14 by Jon M. Laurent, Laurent, Jon M., Joseph D. Janizek +15 · 40 citations
Biochemistry, Genetics and Molecular Biology · #Artificial Intelligence (cs.AI) #Biomedical Text Mining and Ontologies #FOS: Computer and information sciences
- Accelerating Protein Molecular Dynamics Simulation with DeepJump
2025/09/16 by Allan dos Santos Costa, Manvitha Ponnapati, Costa, Allan dos Santos +6 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Decision Sciences · #Biomolecules (q-bio.BM) #Distributed and Parallel Computing Systems #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Protein Structure and Dynamics #Scientific Computing and Data Management
- Ophiuchus: Scalable Modeling of Protein Structures through Hierarchical Coarse-graining SO(3)-Equivariant Autoencoders
2023/10/04 by Allan dos Santos Costa, Ilan Mitnikov, Costa, Allan dos Santos +9 · 2 citations
Biochemistry, Genetics and Molecular Biology · #Bioinformatics and Genomic Networks #FOS: Computer and information sciences #Gene expression and cancer classification #Machine Learning (cs.LG) #Protein Structure and Dynamics