3 papers
cond-mat.mtrl-sci2025
Large Language Models for Superconductor Discovery
Suman Itani, Yibo Zhang, Ranjit Itani +1
Large language models (LLMs) offer new opportunities for automated data extraction and property prediction across materials science, yet their use in superconductivity research rem…
cond-mat.mtrl-sci2024
Large Language Model-Driven Database for Thermoelectric Materials
Suman Itani, Yibo Zhang, Jiadong Zang
Thermoelectric materials provide a sustainable way to convert waste heat into electricity. However, data-driven discovery and optimization of these materials are challenging becaus…
cond-mat.mtrl-sci2024
The Northeast Materials Database for Magnetic Materials
Suman Itani, Yibo Zhang, Jiadong Zang
The discovery of magnetic materials with high operating temperature ranges and optimized performance is essential for advanced applications. Current data-driven approaches are limi…