A Synthetic Data Generation Framework with Chain-of-Thought ReasoningIndra Priyadarsini SSeiji Takedaet al.2025MRS Fall Meeting 2025
Leveraging Large Language Models for Suitability Assessment of Electrolytes for Rechargeable BatteriesSina Asuka KlamptSeiji Takedaet al.2025MRS Fall Meeting 2025
Dynamic Multimodal Fusion for Robust Molecular Representation LearningIndra Priyadarsini SSeiji Takedaet al.2025ACS Fall 2025
Leveraging multi-textual representation of molecules on a large encoder-decoder foundation models for materialsVictor Yukio ShirasunaEmilio Ashton Vital Brazilet al.2025ACS Fall 2025
Multi-View Mixture-of-Experts for predicting molecular properties using SMILES, SELFIES, and graph-based representationsEduardo Almeida SoaresVictor Yukio Shirasunaet al.2025Machine Learning: Science and Tech.
Unifying Materials Representations through Foundation Models: The FM4M ApproachIndra Priyadarsini S2025ICLR 2025
Dynamic Fusion for a Multimodal Foundation Model for MaterialsIndra Priyadarsini SSeiji Takedaet al.2025ICLR 2025
Large Language Models and Foundation Models for Materials ScienceJason Hattrick - SimpersIndra Priyadarsini Set al.2025MRS Spring 2025
Mol-Moe: A multi-view mixture-of-experts framework for molecular property prediction with SMILES, SELFIES, and graph representationsVictor Yukio ShirasunaEmilio Ashton Vital Brazilet al.2025ACS Spring 2025
TDiMS : A Topological Distance based Intra-Molecular Substructure Descriptor for Improved Machine Learning PredictionsLisa HamadaIndra Priyadarsini Set al.2025AAAI 2025