Benoît Chachuat

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 18

Top Topics

Dynamic Systems

Machine Learning

Industrial Processes

Global Optimization

Top Venues

Comput. Chem. Eng.

J. Glob. Optim.

Publications

Nathan P. Lawrence, Seshu Kumar Damarla, Jong Woo Kim, Aditya Tulsyan, Faraz Amjad, Kai Wang, Benoît Chachuat, Jong Min Lee, Biao Huang, R. Bhushan Gopaluni
Machine learning for industrial sensing and control: A survey and practical perspective. CoRR (2024)
Niki Triantafyllou, Ben Lyons, Andrea Bernardi, Benoît Chachuat, Cleo Kontoravdi, Maria M. Papathanasiou
Comparative assessment of simulation-based and surrogate-based approaches to flowsheet optimization using dimensionality reduction. Comput. Chem. Eng. 189 (2024)
Ariel Uribe-Rodriguez, Pedro M. Castro, Gonzalo Guillén-Gosálbez, Benoît Chachuat
Assessment of Lagrangean decomposition for short-term planning of integrated refinery-petrochemical operations. Comput. Chem. Eng. 174 (2023)
Kennedy Putra Kusumo, Kamal Kuriyan, Shankarraman Vaidyaraman, Salvador García Muñoz, Nilay Shah, Benoît Chachuat
Risk mitigation in model-based experiment design: A continuous-effort approach to optimal campaigns. Comput. Chem. Eng. 159 (2022)
Tanuj Karia, Claire S. Adjiman, Benoît Chachuat
Assessment of a two-step approach for global optimization of mixed-integer polynomial programs using quadratic reformulation. Comput. Chem. Eng. 165 (2022)
R. Bhushan Gopaluni, Aditya Tulsyan, Benoît Chachuat, Biao Huang, Jong Min Lee, Faraz Amjad, Seshu Kumar Damarla, Jong Woo Kim, Nathan P. Lawrence
Modern Machine Learning Tools for Monitoring and Control of Industrial Processes: A Survey. CoRR (2022)
Panagiotis Petsagkourakis, Benoît Chachuat, Ehecatl Antonio del Rio-Chanona
Safe Real-Time Optimization using Multi-Fidelity Gaussian Processes. CDC (2021)
Ehecatl Antonio del Rio-Chanona, Panagiotis Petsagkourakis, Eric Bradford, Jose Eduardo Alves Graciano, Benoît Chachuat
Real-time optimization meets Bayesian optimization and derivative-free optimization: A tale of modifier adaptation. Comput. Chem. Eng. 147 (2021)
Panagiotis Petsagkourakis, Benoît Chachuat, Ehecatl Antonio del Rio-Chanona
Safe Real-Time Optimization using Multi-Fidelity Gaussian Processes. CoRR (2021)
Ehecatl Antonio del Rio-Chanona, Panagiotis Petsagkourakis, Eric Bradford, Jose Eduardo Alves Graciano, Benoît Chachuat
Modifier Adaptation Meets Bayesian Optimization and Derivative-Free Optimization. CoRR (2020)
Ariel Uribe-Rodriguez, Pedro M. Castro, Gonzalo Guillén-Gosálbez, Benoît Chachuat
Global optimization of large-scale MIQCQPs via cluster decomposition: Application to short-term planning of an integrated refinery-petrochemical complex. Comput. Chem. Eng. 140 (2020)
Boris Houska, Benoît Chachuat
Global optimization in Hilbert space. Math. Program. 173 (1-2) (2019)
Nikola D. Peric, Mario Eduardo Villanueva, Benoît Chachuat
Sensitivity Analysis of Uncertain Dynamic Systems Using Set-Valued Integration. SIAM J. Sci. Comput. 39 (6) (2017)
Mario Eduardo Villanueva, Rien Quirynen, Moritz Diehl, Benoît Chachuat, Boris Houska
Robust MPC via min-max differential inequalities. Autom. 77 (2017)
Jai Rajyaguru, Mario Eduardo Villanueva, Boris Houska, Benoît Chachuat
Chebyshev model arithmetic for factorable functions. J. Glob. Optim. 68 (2) (2017)
Xuhui Feng, Mario Eduardo Villanueva, Benoît Chachuat, Boris Houska
Branch-and-lift algorithm for obstacle avoidance control. CDC (2017)
Radoslav Paulen, Mario Eduardo Villanueva, Benoît Chachuat
Guaranteed parameter estimation of non-linear dynamic systems using high-order bounding techniques with domain and CPU-time reduction strategies. IMA J. Math. Control. Inf. 33 (3) (2016)
Muxin Sun, Benoît Chachuat, Efstratios N. Pistikopoulos
Design of multi-parametric NCO tracking controllers for linear dynamic systems. Comput. Chem. Eng. 92 (2016)
Doniyor Ulmasov, Caroline Baroukh, Benoît Chachuat, Marc Peter Deisenroth, Ruth Misener
Bayesian Optimization with Dimension Scheduling: Application to Biological Systems. CoRR (2015)
Boris Houska, Mario Eduardo Villanueva, Benoît Chachuat
Stable Set-Valued Integration of Nonlinear Dynamic Systems using Affine Set-Parameterizations. SIAM J. Numer. Anal. 53 (5) (2015)
Mario Eduardo Villanueva, Boris Houska, Benoît Chachuat
Unified framework for the propagation of continuous-time enclosures for parametric nonlinear ODEs. J. Glob. Optim. 62 (3) (2015)
Jun Fu, Johannes M. M. Faust, Benoît Chachuat, Alexander Mitsos
Local optimization of dynamic programs with guaranteed satisfaction of path constraints. Autom. 62 (2015)
Boris Houska, Benoît Chachuat
Branch-and-Lift Algorithm for Deterministic Global Optimization in Nonlinear Optimal Control. J. Optim. Theory Appl. 162 (1) (2014)
Radoslav Paulen, Mario Eduardo Villanueva, Benoît Chachuat
Optimization-Based Domain Reduction in Guaranteed Parameter Estimation of Nonlinear Dynamic Systems. NOLCOS (2013)
Boris Houska, Mario Eduardo Villanueva, Benoît Chachuat
A validated integration algorithm for nonlinear ODEs using Taylor models and ellipsoidal calculus. CDC (2013)
Philipp Hartmann, Andreas Nikolaou, Benoît Chachuat, Olivier Bernard
A dynamic model coupling photoacclimation and photoinhibition in microalgae. ECC (2013)
Radoslav Paulen, Mario Eduardo Villanueva, Miroslav Fikar, Benoît Chachuat
Guaranteed parameter estimation in nonlinear dynamic systems using improved bounding techniques. ECC (2013)
Agustín Bompadre, Alexander Mitsos, Benoît Chachuat
Convergence analysis of Taylor models and McCormick-Taylor models. J. Glob. Optim. 57 (1) (2013)
Saurabh A. Deshpande, Dominique Bonvin, Benoît Chachuat
Directional Input Adaptation in Parametric Optimal Control Problems. SIAM J. Control. Optim. 50 (4) (2012)
Cheng Seong Khor, Benoît Chachuat, Nilay Shah
A superstructure optimization approach for water network synthesis with membrane separation-based regenerators. Comput. Chem. Eng. 42 (2012)
Ali Mohammad Sahlodin, Benoît Chachuat
Convex/concave relaxations of parametric ODEs using Taylor models. Comput. Chem. Eng. 35 (5) (2011)
Saurabh A. Deshpande, Dominique Bonvin, Benoît Chachuat
Selective input adaptation in parametric optimal control problems involving terminal constraints. ACC (2010)
Benoît Chachuat, Balasubramaniam Srinivasan, Dominique Bonvin
Adaptation strategies for real-time optimization. Comput. Chem. Eng. 33 (10) (2009)
Sébastien Gros, Benoît Chachuat, Dominique Bonvin
Neighbouring-extremal control for singular dynamic optimisation problems. Part II: multiple-input systems. Int. J. Control 82 (7) (2009)
Alexander Mitsos, Benoît Chachuat, Paul I. Barton
Towards global bilevel dynamic optimization. J. Glob. Optim. 45 (1) (2009)
Saurabh A. Deshpande, Benoît Chachuat, Dominique Bonvin
Parametric sensitivity of path-constrained optimal control: Towards selective input adaptation. ACC (2009)
Sébastien Gros, Balasubramaniam Srinivasan, Benoît Chachuat, Dominique Bonvin
Neighbouring-extremal control for singular dynamic optimisation problems. Part I: single-input systems. Int. J. Control 82 (6) (2009)
Alexander Mitsos, Benoît Chachuat, Paul I. Barton
McCormick-Based Relaxations of Algorithms. SIAM J. Optim. 20 (2) (2009)
Miroslav Fikar, Benoît Chachuat, M. Abderrazak Latifi
Dynamic optimisation of alternating activated sludge processes. ECC (2003)