3 papers
cs.AR2026
Accelerating CRONet on AMD Versal AIE-ML Engines
Kaustubh Mhatre, Vedant Tewari, Aditya Ray +4
Topology optimization is a computational method used to determine the optimal material distribution within a prescribed design domain, aiming to minimize structural weight while sa…
stat.ML2025
Discovering Governing Equations in the Presence of Uncertainty
Ridwan Olabiyi, Han Hu, Ashif Iquebal
In the study of complex dynamical systems, understanding and accurately modeling the underlying physical processes is crucial for predicting system behavior and designing effective…
cs.CL2025
Hypothesis Generation for Materials Discovery and Design Using Goal-Driven and Constraint-Guided LLM Agents
Shrinidhi Kumbhar, Venkatesh Mishra, Kevin Coutinho +3
Materials discovery and design are essential for advancing technology across various industries by enabling the development of application-specific materials. Recent research has l…