Publications
Under-review
- Enhancing Computational Efficiency in Multiscale Systems using Deep Learning
of Coordinates and Flow Maps, Asif Hamid, D.Rafiq, S.A.Nahvi, M.A.Bazaz.
Peer-reviewed journal articles
- Hierarchical deep learning-based adaptive time stepping scheme for multiscale simulations,, Asif Hamid, D.Rafiq, S.A.Nahvi, M.A.Bazaz.
- Deep learning assisted surrogate modeling of large-scale power grids,, Asif Hamid, D.Rafiq, S.A.Nahvi, M.A.Bazaz.
Conference proceedings
- Neural network-based time stepping scheme for multiscale partial differential equations Asif Hamid, D.Rafiq, S.A.Nahvi, M.A.Bazaz., IEEE, 2023
- Discovering low-rank representations of large-scale power-grid models using Koopman theory Asif Hamid, D.Rafiq, S.A.Nahvi, M.A.Bazaz., IEEE, 2022
- Power Grid parameter estimation using Sparse Identification of Nonlinear Dynamics Asif Hamid, D.Rafiq, S.A.Nahvi, M.A.Bazaz., IEEE, 2022
Plain Academic