3 papers
cond-mat.mtrl-sci2026
Universality of PVDF-Li Ion Interface Chemistry in Lead-free Perovskite Energy Storage Devices
Arun Kumar, Ayush Kumar Pandey, Ankur Yadav +4
Electrode binders are conventionally regarded as inert structural components. Here, we show that in lead-free perovskite supercapacitors, the binder defines the optimal electrolyte…
cs.CV2026
MatMMExtract: An Open-Source Pipeline for Panel-Level Extraction of Grounded Image-Text Pairs from Materials Science Literature
Subham Ghosh, Shubham Tiwari, Mohammad Ibrahim +1
The materials science literature encodes decades of experimental knowledge in figures, yet this visual record remains locked away and inaccessible to AI at scale. The core difficul…
cs.LG2025
Automated Extraction of Material Properties using LLM-based AI Agents
Subham Ghosh, Abhishek Tewari
The rapid discovery of materials is constrained by the lack of large, machine-readable datasets that couple performance metrics with structural context. Existing databases are eith…