Enhancing Molecular Expressiveness through Multi-View RepresentationsIndra Priyadarsini SSeiji Takedaet al.2024NeurIPS 2024
A Dynamic Multi-Modal Fusion Model for Material DiscoveryIndra Priyadarsini SSeiji Takedaet al.2024MRS Fall Meeting 2024
Molecular Descriptor for Global Relationship of intra-Molecular SubstructuresLisa HamadaAkihiro Kishimotoet al.2024MRS Fall Meeting 2024
Domain-Specific Knowledge Integration Through Curriculum Learning Method in Machine Learning for Spectral AnalysisHajime ShinoharaAkihiro Kishimotoet al.2024MRS Fall Meeting 2024
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
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
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