1. A Data-Driven Automatic Tuning Method for MPC under Uncertainty using Constrained Bayesian Optimization⁎GM and AM acknowledge the support by the National Aeronautics and Space Administration (NASA) under grant number NNX17AJ31G. Any opinions, findings, and conclusions or recommendations expressed in this material are those of the authors and do not necessarily reflect the views of NASA. Issue 3 (2021) Authors: Sorourifar, Farshud; Makrygirgos, Georgios; Mesbah, Ali; Paulson, Joel A. Journal: IFAC-PapersOnLine Issue: Volume 54:Issue 3(2021) Page Start: 243 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. A Probabilistic Approach to Robust Optimal Experiment Design with Chance Constraints. Issue 8 (2015) Authors: Mesbah, Ali; Streif, Stefan Journal: IFAC-PapersOnLine Issue: Volume 48:Issue 8(2015) Page Start: 100 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. Active Fault Diagnosis for Stochastic Nonlinear Systems: Online Probabilistic Model Discrimination. Issue 18 (2018) Authors: Martin-Casas, Marc; Mesbah, Ali Journal: IFAC-PapersOnLine Issue: Volume 51:Issue 18(2018) Page Start: 702 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. Active learning-guided exploration of parameter space of air plasmas to enhance the energy efficiency of NOx production. (1st May 2022) Authors: Shao, Ketong; Pei, Xuekai; Graves, David B; Mesbah, Ali Journal: Plasma sources science & technology Issue: Volume 31:Number 5(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. Adversarially robust Bayesian optimization for efficient auto‐tuning of generic control structures under uncertainty. Issue 6 (27th January 2022) Authors: Paulson, Joel A.; Makrygiorgos, Georgios; Mesbah, Ali Journal: AIChE journal Issue: Volume 68:Issue 6(2022) Page Start: n/a Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. An Adaptive Correction Scheme for Offset-Free Asymptotic Performance in Deep Learning-based Economic MPC⁎DK gratefully acknowledges the financial support from the IK-TPLUSS project from the Research Council of Norway, and Peder Sather Grant. DK and JP contributed equally to this work. Issue 3 (2021) Authors: Krishnamoorthy, Dinesh; Mesbah, Ali; Paulson, Joel A. Journal: IFAC-PapersOnLine Issue: Volume 54:Issue 3(2021) Page Start: 584 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. An efficient method for stochastic optimal control with joint chance constraints for nonlinear systems. (27th November 2017) Authors: Paulson, Joel A.; Mesbah, Ali Other Names: Quevedo Daniel E. guestEditor.; Chatterjee Debasish guestEditor. Journal: International journal of robust and nonlinear control Issue: Volume 29:Number 15(2019) Page Start: 5017 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
8. An internal model control design method for failure-tolerant control with multiple objectives. (2nd September 2020) Authors: Mesbah, Ali; Paulson, Joel A.; Braatz, Richard D. Journal: Computers & chemical engineering Issue: Volume 140(2020) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
9. Arbitrary Polynomial Chaos for Uncertainty Propagation of Correlated Random Variables in Dynamic Systems. Issue 1 (July 2017) Authors: Paulson, Joel A.; Buehler, Edward A.; Mesbah, Ali Journal: IFAC-PapersOnLine Issue: Volume 50:Issue 1(2017) Page Start: 3548 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
10. Automatic fault localization for client‐side JavaScript. (14th April 2015) Authors: Ocariza, Frolin S.; Li, Guanpeng; Pattabiraman, Karthik; Mesbah, Ali Journal: Software testing, verification & reliability Issue: Volume 26:Number 1(2016) Page Start: 69 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗