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cs.CE2023
Improving Surrogate Model Robustness to Perturbations for Dynamical Systems Through Machine Learning and Data Assimilation
Abhishek Ajayakumar, Soumyendu Raha
Many real-world systems are modelled using complex ordinary differential equations (ODEs). However, the dimensionality of these systems can make them challenging to analyze. Dimens…
cs.SI2023
SGRDN-Data learned sparsification of graph reaction-diffusion networks
Abhishek Ajayakumar, Soumyendu Raha
Graph sparsification is an area of interest in computer science and applied mathematics. Sparsification of a graph, in general, aims to reduce the number of edges in the network wh…