Publications

1505 results for Machine Learning

Bridging Mean-Field Games and Normalizing Flows with Trajectory Regularization
- - Han Huang
  - Jiajia Yu
  - et al.
- 2023
- Journal of Computational Physics
Easy-plane dominant stochastic magnetic tunnel junction with synthetic antiferromagnetic layers
- - Jonathan Z. Sun
  - Christopher Safranski
  - et al.
- 2023
- Physical Review B
Activity–weight duality in feed-forward neural networks reveals two co-determinants for generalization
- - Yu Feng
  - Wei Zhang
  - et al.
- 2023
- Nature Machine Intelligence
Domain-specific languages as a tool for knowledge representation in polymer chemistry
- - Nathaniel Park
- 2023
- ACS Fall 2023
Automatic structure elucidation from IR spectra
- - Marvin Alberts
  - Teodoro Laino
  - et al.
- 2023
- ACS Fall 2023
Harnessing the Power of Language Models to Accelerate Material Design
- - Matteo Manica
- 2023
- ACS Fall 2023
AI-directed discovery of high entropy electrolyte formulations for batteries using interhalogen cathodes and lithium metal anodes
- - Maxwell Giammona
  - Vidushi Sharma
  - et al.
- 2023
- ACS Fall 2023
Lab automation, data modeling, and AI agents for accelerated catalyst discovery
- - Nathaniel Park
  - Matteo Manica
  - et al.
- 2023
- ACS Fall 2023
Machine Guided Discovery of Novel Carbon Capture Solvents
- - Theodore Van Kessel
  - Flaviu Cipcigan
  - et al.
- 2023
- ACS Fall 2023
Seeing the unseen: leveraging vision models to extract digital fingerprints of complex liquids
- - Gianmarco Gabrieli
  - Matteo Manica
  - et al.
- 2023
- ACS Fall 2023