2 papers
cs.LG2026
Periodic Topological Deep Learning for Polymer Design and Discovery
Yasharth Yadav, Tze Kwang Gerald Er, Atsushi Goto +1
Polymers underpin applications across energy, healthcare, and materials science, yet their vast chemical space makes systematic discovery challenging. Most machine learning approac…
cs.LG2025
A roadmap for curvature-based geometric data analysis and learning
Yasharth Yadav, Kelin Xia
Geometric data analysis and learning has emerged as a distinct and rapidly developing research area, increasingly recognized for its effectiveness across diverse applications. At t…