Benoît Chachuat

40 papers C 2Journal 31Unranked 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A Decomposition Approach to Solving Numerical Constraint Satisfaction Problems on Directed Acyclic Graphs. CoRR Max Mowbray, Nilay Shah, Benoît Chachuat
2024	J	`jnl`	Comparative assessment of simulation-based and surrogate-based approaches to flowsheet optimization using dimensionality reduction. Comput. Chem. Eng. Niki Triantafyllou, Ben Lyons, Andrea Bernardi, Benoît Chachuat, Cleo Kontoravdi, Maria M. Papathanasiou
2024	J	`jnl`	Machine learning for industrial sensing and control: A survey and practical perspective. CoRR 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
2023	J	`jnl`	Assessment of Lagrangean decomposition for short-term planning of integrated refinery-petrochemical operations. Comput. Chem. Eng. Ariel Uribe-Rodriguez, Pedro M. Castro, Gonzalo Guillén-Gosálbez, Benoît Chachuat
2022	J	`jnl`	Assessment of a two-step approach for global optimization of mixed-integer polynomial programs using quadratic reformulation. Comput. Chem. Eng. Tanuj Karia, Claire S. Adjiman, Benoît Chachuat
2022	J	`jnl`	Modern Machine Learning Tools for Monitoring and Control of Industrial Processes: A Survey. CoRR R. Bhushan Gopaluni, Aditya Tulsyan, Benoît Chachuat, Biao Huang, Jong Min Lee, Faraz Amjad, Seshu Kumar Damarla, Jong Woo Kim, Nathan P. Lawrence
2022	J	`jnl`	Risk mitigation in model-based experiment design: A continuous-effort approach to optimal campaigns. Comput. Chem. Eng. Kennedy Putra Kusumo, Kamal Kuriyan, Shankarraman Vaidyaraman, Salvador García Muñoz, Nilay Shah, Benoît Chachuat
2021	J	`jnl`	Real-time optimization meets Bayesian optimization and derivative-free optimization: A tale of modifier adaptation. Comput. Chem. Eng. Ehecatl Antonio del Rio-Chanona, Panagiotis Petsagkourakis, Eric Bradford, Jose Eduardo Alves Graciano, Benoît Chachuat
2021	—	`conf`	Safe Real-Time Optimization using Multi-Fidelity Gaussian Processes. CDC Panagiotis Petsagkourakis, Benoît Chachuat, Ehecatl Antonio del Rio-Chanona
2021	J	`jnl`	Safe Real-Time Optimization using Multi-Fidelity Gaussian Processes. CoRR Panagiotis Petsagkourakis, Benoît Chachuat, Ehecatl Antonio del Rio-Chanona
2020	J	`jnl`	Global optimization of large-scale MIQCQPs via cluster decomposition: Application to short-term planning of an integrated refinery-petrochemical complex. Comput. Chem. Eng. Ariel Uribe-Rodriguez, Pedro M. Castro, Gonzalo Guillén-Gosálbez, Benoît Chachuat
2020	J	`jnl`	Modifier Adaptation Meets Bayesian Optimization and Derivative-Free Optimization. CoRR Ehecatl Antonio del Rio-Chanona, Panagiotis Petsagkourakis, Eric Bradford, Jose Eduardo Alves Graciano, Benoît Chachuat
2019	J	`jnl`	Global optimization in Hilbert space. Math. Program. Boris Houska, Benoît Chachuat
2017	—	`conf`	Branch-and-lift algorithm for obstacle avoidance control. CDC Xuhui Feng, Mario Eduardo Villanueva, Benoît Chachuat, Boris Houska
2017	J	`jnl`	Chebyshev model arithmetic for factorable functions. J. Glob. Optim. Jai Rajyaguru, Mario Eduardo Villanueva, Boris Houska, Benoît Chachuat
2017	J	`jnl`	Robust MPC via min-max differential inequalities. Autom. Mario Eduardo Villanueva, Rien Quirynen, Moritz Diehl, Benoît Chachuat, Boris Houska
2017	J	`jnl`	Sensitivity Analysis of Uncertain Dynamic Systems Using Set-Valued Integration. SIAM J. Sci. Comput. Nikola D. Peric, Mario Eduardo Villanueva, Benoît Chachuat
2016	J	`jnl`	Design of multi-parametric NCO tracking controllers for linear dynamic systems. Comput. Chem. Eng. Muxin Sun, Benoît Chachuat, Efstratios N. Pistikopoulos
2016	J	`jnl`	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. Radoslav Paulen, Mario Eduardo Villanueva, Benoît Chachuat
2015	J	`jnl`	Bayesian Optimization with Dimension Scheduling: Application to Biological Systems. CoRR Doniyor Ulmasov, Caroline Baroukh, Benoît Chachuat, Marc Peter Deisenroth, Ruth Misener
2015	J	`jnl`	Local optimization of dynamic programs with guaranteed satisfaction of path constraints. Autom. Jun Fu, Johannes M. M. Faust, Benoît Chachuat, Alexander Mitsos
2015	J	`jnl`	Stable Set-Valued Integration of Nonlinear Dynamic Systems using Affine Set-Parameterizations. SIAM J. Numer. Anal. Boris Houska, Mario Eduardo Villanueva, Benoît Chachuat
2015	J	`jnl`	Unified framework for the propagation of continuous-time enclosures for parametric nonlinear ODEs. J. Glob. Optim. Mario Eduardo Villanueva, Boris Houska, Benoît Chachuat
2014	J	`jnl`	Branch-and-Lift Algorithm for Deterministic Global Optimization in Nonlinear Optimal Control. J. Optim. Theory Appl. Boris Houska, Benoît Chachuat
2013	—	`conf`	A dynamic model coupling photoacclimation and photoinhibition in microalgae. ECC Philipp Hartmann, Andreas Nikolaou, Benoît Chachuat, Olivier Bernard
2013	—	`conf`	A validated integration algorithm for nonlinear ODEs using Taylor models and ellipsoidal calculus. CDC Boris Houska, Mario Eduardo Villanueva, Benoît Chachuat
2013	J	`jnl`	Convergence analysis of Taylor models and McCormick-Taylor models. J. Glob. Optim. Agustín Bompadre, Alexander Mitsos, Benoît Chachuat
2013	—	`conf`	Guaranteed parameter estimation in nonlinear dynamic systems using improved bounding techniques. ECC Radoslav Paulen, Mario Eduardo Villanueva, Miroslav Fikar, Benoît Chachuat
2013	—	`conf`	Optimization-Based Domain Reduction in Guaranteed Parameter Estimation of Nonlinear Dynamic Systems. NOLCOS Radoslav Paulen, Mario Eduardo Villanueva, Benoît Chachuat
2012	J	`jnl`	A superstructure optimization approach for water network synthesis with membrane separation-based regenerators. Comput. Chem. Eng. Cheng Seong Khor, Benoît Chachuat, Nilay Shah
2012	J	`jnl`	Directional Input Adaptation in Parametric Optimal Control Problems. SIAM J. Control. Optim. Saurabh A. Deshpande, Dominique Bonvin, Benoît Chachuat
2011	J	`jnl`	Convex/concave relaxations of parametric ODEs using Taylor models. Comput. Chem. Eng. Ali Mohammad Sahlodin, Benoît Chachuat
2010	C	`conf`	Selective input adaptation in parametric optimal control problems involving terminal constraints. ACC Saurabh A. Deshpande, Dominique Bonvin, Benoît Chachuat
2009	J	`jnl`	Adaptation strategies for real-time optimization. Comput. Chem. Eng. Benoît Chachuat, Balasubramaniam Srinivasan, Dominique Bonvin
2009	J	`jnl`	McCormick-Based Relaxations of Algorithms. SIAM J. Optim. Alexander Mitsos, Benoît Chachuat, Paul I. Barton
2009	J	`jnl`	Neighbouring-extremal control for singular dynamic optimisation problems. Part I: single-input systems. Int. J. Control Sébastien Gros, Balasubramaniam Srinivasan, Benoît Chachuat, Dominique Bonvin
2009	J	`jnl`	Neighbouring-extremal control for singular dynamic optimisation problems. Part II: multiple-input systems. Int. J. Control Sébastien Gros, Benoît Chachuat, Dominique Bonvin
2009	C	`conf`	Parametric sensitivity of path-constrained optimal control: Towards selective input adaptation. ACC Saurabh A. Deshpande, Benoît Chachuat, Dominique Bonvin
2009	J	`jnl`	Towards global bilevel dynamic optimization. J. Glob. Optim. Alexander Mitsos, Benoît Chachuat, Paul I. Barton
2003	—	`conf`	Dynamic optimisation of alternating activated sludge processes. ECC Miroslav Fikar, Benoît Chachuat, M. Abderrazak Latifi