Ali Mesbah
University of California, Berkeley
H-index: 37
North America-United States
Top articles of Ali Mesbah
Title | Journal | Author(s) | Publication Date |
|---|---|---|---|
Perception-aware model predictive control for constrained control in unknown environments | Automatica | Angelo D Bonzanini Ali Mesbah Stefano Di Cairano | 2024/2/1 |
Controlling machine operating in uncertain environment discoverable by sensing | 2024/1/30 | ||
Run-indexed time-varying Bayesian optimization with positional encoding for auto-tuning of controllers: Application to a plasma-assisted deposition process with run-to-run drifts | Computers & Chemical Engineering | Kwanghyun Cho Ketong Shao Ali Mesbah | 2024/6/1 |
A Study on the Role of Electric Field in Low-Temperature Plasma Catalytic Ammonia Synthesis via Integrated Density Functional Theory and Microkinetic Modeling | JACS Au | Ketong Shao Ali Mesbah | 2024/1/16 |
Stability-informed Bayesian Optimization for MPC Cost Function Learning | arXiv preprint arXiv:2404.12187 | Sebastian Hirt Maik Pfefferkorn Ali Mesbah Rolf Findeisen | 2024/4/18 |
Perspectives on artificial intelligence for plasma-assisted manufacturing in semiconductor industry | Kapil Sawlani Ali Mesbah | 2024/1/1 | |
Ammonia Retention in Biowaste via Low-Temperature-Plasma-Synthesized Nitrogen Oxyacids: Toward Sustainable Upcycling of Animal Waste | ACS Sustainable Chemistry & Engineering | Victor V Miller Douglas S Clark Ali Mesbah | 2024/2/5 |
HIGHLIGHTS OF RECENT ACTIVITIES | IEEE CONTROL SYSTEMS | Ali Mesbah | 2024/2 |
Novelty Search for Neuroevolutionary Reinforcement Learning of Deceptive Systems: An Application to Control of Colloidal Self-assembly | Jared O’Leary Mira M Khare Ali Mesbah | 2023/5/31 | |
Machine learning in process systems engineering: Challenges and opportunities | Prodromos Daoutidis Jay H Lee Srinivas Rangarajan Leo Chiang Bhushan Gopaluni | 2023/11/22 | |
Safe explorative Bayesian optimization-towards personalized treatments in plasma medicine | Kimberly J Chan Joel A Paulson Ali Mesbah | 2023/12/13 | |
Adaptive Global Solutions to Single-Input Optimal Control Problems via Gaussian Processes | IFAC-PapersOnLine | Diogo Rodrigues Ali Mesbah | 2023/1/1 |
Towards personalized plasma medicine via data-efficient adaptation of fast deep learning-based MPC policies | Kimberly J Chan Georgios Makrygiorgos Ali Mesbah | 2023/5/31 | |
A Physics-Assisted Data-Driven Framework for Predicting Crystal Chord Length Distributions under Arbitrary Experimental Conditions | Organic Process Research & Development | Georgios Makrygiorgos Giovanni Maria Maggioni Ali Mesbah | 2023/11/20 |
No-Regret Bayesian Optimization with Gradients using Local Optimality-based Constraints: Application to Closed-loop Policy Search | Georgios Makrygiorgos Joel A Paulson Ali Mesbah | 2023/12/13 | |
Heteroscedastic Bayesian optimisation for active power control of wind farms | IFAC-PapersOnLine | Kiet Tuan Hoang Sjoerd Boersma Ali Mesbah Lars Imsland | 2023/1/1 |
A physics-informed deep learning approach for minimum effort stochastic control of colloidal self-assembly | Iman Nodozi Jared O’Leary Ali Mesbah Abhishek Halder | 2023/5/31 | |
2022 review of data-driven plasma science | Rushil Anirudh Rick Archibald M Salman Asif Markus M Becker Sadruddin Benkadda | 2023/8/9 | |
System and Method for Controlling Autonomous Vehicle in Uncertain Environment | 2023/12/7 | ||
Gradient-enhanced Bayesian optimization via acquisition ensembles with application to reinforcement learning | IFAC-PapersOnLine | Georgios Makrygiorgos Joel A Paulson Ali Mesbah | 2023/1/1 |
