2 papers
cs.LG2026
Scale-Aware Learning of Chaotic Dynamics on Unstructured Meshes via Binned Spectral Losses
Kanad Sen, Romit Maulik
Surrogate modeling for high-dimensional nonlinear dynamical systems that exhibit chaos requires mechanisms that preserve not only pointwise accuracy but also the scale-dependent st…
q-bio.QM2024
Graph Residual based Method for Molecular Property Prediction
Kanad Sen, Saksham Gupta, Abhishek Raj +1
Machine learning-driven methods for property prediction have been of deep interest. However, much work remains to be done to improve the generalization ability, accuracy, and infer…