4 papers
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…
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…
Magnetic reconnection: an alternative explanation of radio emission in galaxy clusters
Subham Ghosh, Pallavi Bhat
Observations of galaxy clusters show radio emission extended over almost the system scale, necessitating mechanisms for particle acceleration. Previous models for acceleration such…
Efficient Exact Algorithms for Minimum Covering of Orthogonal Polygons with Squares
Anubhav Dhar, Subham Ghosh, Sudeshna Kolay
Let be an orthogonal polygon of vertices, without holes. The Orthogonal Polygon Covering with Squares (OPCS) problem takes as input such an orthogonal polygon with inte…