Steven B. Torrisi
- On-the-Fly Active Learning of Interpretable Bayesian Force Fields for\n Atomistic Rare Events
2019/04/03 by Jonathan Vandermause, Steven B. Torrisi, Vandermause, Jonathan +11 · 16 citations
Computer Science · Materials Science · #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Gaussian Processes and Bayesian Inference #Machine Learning and Algorithms #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci)
- Complexity of Many-Body Interactions in Transition Metals via Machine-Learned Force Fields from the TM23 Data Set
2023/02/25 by Cameron J. Owen, Owen, Cameron J., Steven B. Torrisi +14 · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Applied Physics (physics.app-ph) #Chemical Physics (physics.chem-ph) #Computational Drug Discovery Methods #Computational Physics (physics.comp-ph) #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Protein Structure and Dynamics
- High-Throughput Ab Initio Design of Atomic Interfaces using InterMatch
2022/11/30 by Eli Gerber, Steven B. Torrisi, Gerber, Eli +15 · 1 citation
Materials Science · #2D Materials and Applications #FOS: Physical sciences #Machine Learning in Materials Science #Materials Science (cond-mat.mtrl-sci) #Quantum Dots Synthesis And Properties