Rosen, Andrew S.
- A foundation model for atomistic materials chemistry
2023/12/29 by Ilyes Batatia, Philipp Benner, Batatia, Ilyes +182 · 5 voices · 184 citations
Decision Sciences · Materials Science · Physics and Astronomy · #physics.chem-ph #cond-mat.mtrl-sci
- The Open Molecules 2025 (OMol25) Dataset, Evaluations, and Models
2025/05/13 by Daniel S. Levine, Levine, Daniel S., Muhammed Shuaibi +43 · 6 voices · 35 citations
Physics and Astronomy · #physics.chem-ph
- MOFDiff: Coarse-grained Diffusion for Metal-Organic Framework Design
2023/10/16 by Fu, Xiang, Xie, Tian, Rosen, Andrew S. +2 · 11 citations
#Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Materials Science (cond-mat.mtrl-sci)
- Structured information extraction from complex scientific text with fine-tuned large language models
2022/12/10 by Alexander Dunn, Dunn, Alexander, John Dagdelen +13 · 5 citations
Materials Science · Computer Science · #Machine Learning in Materials Science #Topic Modeling
- Machine Learned Potential for High-Throughput Phonon Calculations of Metal-Organic Frameworks
2024/12/03 by Alin M. Elena, Alin Marin Elena, Prathami Divakar Kamath +12 · 1 voice · 7 citations
Chemistry · Materials Science · Physics and Astronomy · #Chemical Physics (physics.chem-ph) #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Metal-Organic Frameworks: Synthesis and Applications #X-ray Diffraction in Crystallography #cond-mat.mtrl-sci #physics.chem-ph
- Realizing the Data-Driven, Computational Discovery of Metal-Organic Framework Catalysts
2021/08/15 by Rosen, Andrew S., Notestein, Justin M., Snurr, Randall Q. · 1 citation
#FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)
- An accurate and efficient framework for modelling the surface chemistry of ionic materials
2024/12/23 by Shi, Benjamin X., Rosen, Andrew S., Schäfer, Tobias +4 · 2 citations
#Chemical Physics (physics.chem-ph) #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci)