A Framework for Toxic PFAS Replacement based on GFlowNet and Chemical Foundation Model
- Eduardo Almeida Soares
- Flaviu Cipcigan
- et al.
- 2023
- NeurIPS 2023
Publications
591 results for Accelerated Discovery
Learning the Language of NMR: Structure Elucidation from NMR spectra using Transformer Models
- 2023
- NeurIPS 2023
Language models in molecular discovery
- Nikita Janakarajan
- Tim Erdmann
- et al.
- 2023
- NeurIPS 2023
MHG-GNN: Combination of Molecular Hypergraph Grammar with Graph Neural Network
- Akihiro Kishimoto
- Hiroshi Kajino
- et al.
- 2023
- NeurIPS 2023
Discovery of Novel Reticular Materials for Carbon Dioxide Capture using GFlowNets
- Flaviu Cipcigan
- Jonathan Booth
- et al.
- 2023
- NeurIPS 2023
Coarse-graining via reparametrization avoids force matching and back-mapping
- Nima Dehmamy
- Csaba Both
- et al.
- 2023
- NeurIPS 2023
Machine learning derived sub-seasonal to seasonal extremes
- 2023
- NeurIPS 2023
Unveiling the Secrets of 1H-NMR Spectroscopy: A Novel Approach Utilizing Attention Mechanisms
- Oliver Schilter
- Marvin Alberts
- et al.
- 2023
- NeurIPS 2023
Beyond Chemical Language: A Multimodal Approach to Enhance Molecular Property Prediction
- 2023
- NeurIPS 2023
Representation Learning for Person or Entity-centric Knowledge Graphs: an application in Healthcare
- Christos Theodoropoulos
- Natasha Mulligan
- et al.
- 2023
- K-CAP 2023