Farshud Sorourifar
According to our database1,
Farshud Sorourifar
authored at least 8 papers
between 2020 and 2024.
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Bibliography
2024
TorchSISSO: A PyTorch-Based Implementation of the Sure Independence Screening and Sparsifying Operator for Efficient and Interpretable Model Discovery.
CoRR, 2024
Accelerating Black-Box Molecular Property Optimization by Adaptively Learning Sparse Subspaces.
CoRR, 2024
Bayesian Forecasting with Deep Generative Disturbance Models in Stochastic MPC for Building Energy Systems.
Proceedings of the IEEE Conference on Control Technology and Applications, 2024
2023
LSR-BO: Local Search Region Constrained Bayesian Optimization for Performance Optimization of Vapor Compression Systems.
Proceedings of the American Control Conference, 2023
A Tutorial on Derivative-Free Policy Learning Methods for Interpretable Controller Representations.
Proceedings of the American Control Conference, 2023
2022
Proceedings of the 61st IEEE Conference on Decision and Control, 2022
Efficient Robust Global Optimization for Simulation-based Problems using Decomposed Gaussian Processes: Application to MPC Calibration.
Proceedings of the American Control Conference, 2022
2020
A Data-Driven Automatic Tuning Method for MPC under Uncertainty using Constrained Bayesian Optimization.
CoRR, 2020