Publications

1651 results for Machine Learning

Standardization of chemical compounds using language modeling
- - Miruna Cretu
  - Alessandra Toniato
  - et al.
- 2023
- ACS Spring 2023
Talk
Unifying Molecular and Textual Representations via Multi-task Language Modelling
- - Dimitrios Christofidellis
  - Giorgio Giannone
  - et al.
- 2023
- ACS Spring 2023
Talk
Growing strings in a chemical reaction space for searching retrosynthesis pathways
- - Carlo Baldassari
  - Jannis Born
  - et al.
- 2023
- ACS Spring 2023
Talk
Enzyme optimization via a generative language modeling-based evolutionary algorithm
- - Yves Gaetan Nana Teukam
  - Francesca Grisoni
  - et al.
- 2023
- ACS Spring 2023
Talk
Development of Ensemble Models for the Growth of Colloidal Spin-on-Glass Materials
- - Tim Erdmann
- 2023
- APS March Meeting 2023
Talk
Parallel and Distributed Asynchronous Adaptive Stochastic Gradient Methods
- - Yangyang Xu
  - Yibo Xu
  - et al.
- 2023
- Mathematical Programming Computation
Paper
Improved and optimized drug repurposing for the SARS-CoV-2 pandemic
- - Sarel Cohen
  - Moshik Hershcovitch
  - et al.
- 2023
- PLoS ONE
Paper
Potential and limitations of probabilistic modelling with quantum circuits
- - Ryan Sweke
  - Jens Eisert
  - et al.
- 2023
- APS March Meeting 2023
Invited talk
Modern Hopfield Networks in AI and Neurobiology
- - Dmitry Krotov
- 2023
- APS March Meeting 2023
Invited talk
Improved Knowledge Representation Enables AI-Guided Polymer Design and Experimental Validation
- - Nathaniel Park
- 2023
- APS March Meeting 2023
Talk