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Efficient PDE-Constrained Optimization Under High-Dimensional Uncertainty Using Derivative-Informed Neural Operators
Dingcheng Luo, Thomas O’Leary-Roseberry, Peng Chen and Omar Ghattas SIAM Journal on Scientific Computing 47(4) C899 (2025) https://doi.org/10.1137/23M157956X
Mathematical Simulation of Optimal Control Measures to Avoid Chickenpox Infection
Nada A. Almuallem, Hegagi Mohamed Ali, Essam M. Elsaid, Mohamed R. Eid, W. S. Hassanin and Kareem Elgindy International Journal of Mathematics and Mathematical Sciences 2025(1) (2025) https://doi.org/10.1155/ijmm/3238188
Consistency of Sample-Based Stationary Points for Infinite-Dimensional Stochastic Optimization
A variational inequality based stochastic approximation for estimating the flexural rigidity in random fourth-order models
Baasansuren Jadamba, Akhtar A. Khan, Fabio Raciti and Miguel Sama Communications in Nonlinear Science and Numerical Simulation 111 106406 (2022) https://doi.org/10.1016/j.cnsns.2022.106406
A stochastic regularized second-order iterative scheme for optimal control and inverse problems in stochastic partial differential equations
Marc Dambrine, Akhtar A. Khan and Miguel Sama Philosophical Transactions of the Royal Society A: Mathematical, Physical and Engineering Sciences 380(2236) (2022) https://doi.org/10.1098/rsta.2021.0352
An Approximation Scheme for Distributionally Robust PDE-Constrained Optimization