An Open Multi-Modal Foundation Model for Materials and ChemistrySeiji TakedaIndra Priyadarsini Set al.2024MRS Fall Meeting 2024
SELF-BART : A Transformer-based Molecular Representation Model using SELFIESIndra Priyadarsini SSeiji Takedaet al.2024arXiv
A Multi-View Mixture-of-Experts based on Language and Graphs for Molecular Properties PredictionVictor ShirasunaEduardo Almeida Soareset al.2024ICML 2024
Improving Performance Prediction of Electrolyte Formulations with Transformer-based Molecular Representation ModelIndra Priyadarsini SVidushi Sharmaet al.2024ICML 2024
Improving Performance Prediction of Electrolyte Formulations with Transformer-based Molecular Representation ModelIndra Priyadarsini SVidushi Sharmaet al.2024arXiv
Advancing Molecular Property Prediction through Multi-view Latent Space FusionEduardo Almeida SoaresAkihiro Kishimotoet al.2024ACS Spring 2024
A Multi-View approach based on Graphs and Chemical Language Foundation Model for Molecular Properties PredictionEduardo Almeida SoaresAkihiro Kishimotoet al.2024AAAI 2024
MHG-GNN: Combination of Molecular Hypergraph Grammar with Graph Neural NetworkAkihiro KishimotoHiroshi Kajinoet al.2023NeurIPS 2023
Pre-Treatment Methods for Machine Learning in Finer UV Spectrum InferenceHajime ShinoharaIndra Priyadarsini Set al.2023MRS Fall Meeting 2023
Multi-Modal Foundation Model for Material Discovery with Conversational User InterfaceSeiji TakedaAkihiro Kishimotoet al.2023MRS Fall Meeting 2023