3 papers
cs.DC2026
Enhancing Computational Efficiency in Multiscale Systems Using Deep Learning of Coordinates and Flow Maps
Asif Hamid, Danish Rafiq, Shahkar Ahmad Nahvi +1
Complex systems often show macroscopic coherent behavior due to the interactions of microscopic agents like molecules, cells, or individuals in a population with their environment.…
math.DS2025
Discovering Power Grid Dynamics from Data Using Low-Rank Sparse Modeling
Aiman Mushtaq Purra, Danish Rafiq
The growing integration of renewable energy sources has significantly reduced grid inertia, making modern power systems more vulnerable to instabilities. Accurate estimation of dyn…
math.DS2025
Nonlinear Model Order Reduction of Power Grid Networks using Quadratic Manifolds
Farhana Farooq, Danish Rafiq
The increasing size and complexity of modern power systems have led to a high-dimensional mathematical model for transient stability studies, rendering full-scale simulations compu…