Domain-Specific Knowledge Integration Through Curriculum Learning Method in Machine Learning for Spectral Analysis
- Hajime Shinohara
- Akihiro Kishimoto
- et al.
- 2024
- MRS Fall Meeting 2024
Talk
Publications
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Foundation Models and Multi-Agent Systems for Polymer and Catalyst Design
- Nathaniel Park
- Tiffany Callahan
- et al.
- 2024
- MRS Fall Meeting 2024
TalkAn Open Multi-Modal Foundation Model for Materials and Chemistry
- 2024
- MRS Fall Meeting 2024
TalkALCHIMIA - Advanced Learning for Chemistry Interpretation and Integrated Molecule Analysis
- Emilio Ashton Vital Brazil
- Eduardo Almeida Soares
- et al.
- 2024
- MRS Fall Meeting 2024
PosterChemChat—Recent Advances in Democratizing and Facilitating Access to Domain-Specific AI/ML Through LLM-Powered Conversational Assistants
- 2024
- MRS Fall Meeting 2024
PosterINDUS: Effective and Efficient Language Models for Scientific Applications
- Bishwaranjan Bhattacharjee
- Aashka Trivedi
- et al.
- 2024
- EMNLP 2024
Conference paperModelling Performance and Energy Efficiency of AI and HPC Workloads in Heterogeneous Environments
- Vadim Elisseev
- Edward Taylor
- et al.
- 2024
- CASCON 2024
PosterLLM Store: A KIF Plugin for Wikidata-Based Knowledge Base Completion via LLMs
- Marcelo Machado
- João Marcello Bessa Rodrigues
- et al.
- 2024
- ISWC 2024
Workshop paperLLM Store: Leveraging Large Language Models as Sources of Wikidata-Structured Knowledge
- Marcelo Machado
- João Marcello Bessa Rodrigues
- et al.
- 2024
- ISWC 2024
Workshop paperA molecular video-derived foundation model for scientific drug discovery
- Hongxin Xiang
- Li Zeng
- et al.
- 2024
- Nature Communications
Paper