Publications of Ali Forootani

Forootani, A., Goyal, P. K., & Benner, P. (2025)A Robust Sparse Identification of Nonlinear Dynamics Approach by Combining Neural Networks and an Integral FormEngineering Applications of Artificial Intelligence, 149, 110360doi: 10.1016/j.engappai.2025.110360.

Peterson, L., Forootani, A., Sanchez Medina, E. I., Gosea, I. V., Sundmacher, K., & Benner, P. (2025)Towards Digital Twins for Power-to-X Processes: Comparing Surrogate Models for a Catalytic CO2 Methanation ReactorIEEE Transactions on Automation Science and Engineeringdoi: 10.1109/TASE.2025.3564637.

Forootani, A. & Benner, P. (in press)GN-SINDy: Greedy Sampling Neural Network in Sparse Identification of Nonlinear Partial Differential Equations.

Forootani, A., Kapadia, H., Chellappa, S., Goyal, P. K., & Benner, P. (in press)GS-PINN: Greedy Sampling for Parameter Estimation in Partial Differential Equations.