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ORCIDBenoît Chachuat
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2020 – today
- 2024
[j25]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: 108807 (2024)- [i5]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 abs/2401.13836 (2024) - 2023
- [j24]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: 108229 (2023) - 2022
- [j23]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: 107680 (2022) - [j22]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: 107909 (2022) - [i4]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 abs/2209.11123 (2022) - 2021
- [j21]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: 107249 (2021) - [c9]Panagiotis Petsagkourakis, Benoît Chachuat, Ehecatl Antonio del Rio-Chanona:
Safe Real-Time Optimization using Multi-Fidelity Gaussian Processes. CDC 2021: 6734-6741 - [i3]Panagiotis Petsagkourakis, Benoît Chachuat, Ehecatl Antonio del Rio-Chanona:
Safe Real-Time Optimization using Multi-Fidelity Gaussian Processes. CoRR abs/2111.05589 (2021) - 2020
- [j20]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: 106883 (2020) - [i2]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 abs/2009.08819 (2020)
2010 – 2019
- 2019
- [j19]Boris Houska, Benoît Chachuat:
Global optimization in Hilbert space. Math. Program. 173(1-2): 221-249 (2019) - 2017
- [j18]Mario Eduardo Villanueva, Rien Quirynen, Moritz Diehl, Benoît Chachuat, Boris Houska:
Robust MPC via min-max differential inequalities. Autom. 77: 311-321 (2017) - [j17]Jai Rajyaguru, Mario Eduardo Villanueva, Boris Houska, Benoît Chachuat:
Chebyshev model arithmetic for factorable functions. J. Glob. Optim. 68(2): 413-438 (2017) - [j16]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) - [c8]Xuhui Feng, Mario Eduardo Villanueva, Benoît Chachuat, Boris Houska:
Branch-and-lift algorithm for obstacle avoidance control. CDC 2017: 745-750 - 2016
- [j15]Muxin Sun, Benoît Chachuat, Efstratios N. Pistikopoulos:
Design of multi-parametric NCO tracking controllers for linear dynamic systems. Comput. Chem. Eng. 92: 64-77 (2016) - [j14]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): 563-587 (2016) - 2015
- [j13]Jun Fu, Johannes M. M. Faust, Benoît Chachuat, Alexander Mitsos:
Local optimization of dynamic programs with guaranteed satisfaction of path constraints. Autom. 62: 184-192 (2015) - [j12]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): 575-613 (2015) - [j11]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): 2307-2328 (2015) - [i1]Doniyor Ulmasov, Caroline Baroukh, Benoît Chachuat, Marc Peter Deisenroth, Ruth Misener:
Bayesian Optimization with Dimension Scheduling: Application to Biological Systems. CoRR abs/1511.05385 (2015) - 2014
- [j10]Boris Houska, Benoît Chachuat:
Branch-and-Lift Algorithm for Deterministic Global Optimization in Nonlinear Optimal Control. J. Optim. Theory Appl. 162(1): 208-248 (2014) - 2013
- [j9]Agustín Bompadre, Alexander Mitsos, Benoît Chachuat:
Convergence analysis of Taylor models and McCormick-Taylor models. J. Glob. Optim. 57(1): 75-114 (2013) - [c7]Boris Houska, Mario Eduardo Villanueva, Benoît Chachuat:
A validated integration algorithm for nonlinear ODEs using Taylor models and ellipsoidal calculus. CDC 2013: 484-489 - [c6]Philipp Hartmann, Andreas Nikolaou, Benoît Chachuat, Olivier Bernard:
A dynamic model coupling photoacclimation and photoinhibition in microalgae. ECC 2013: 4178-4183 - [c5]Radoslav Paulen, Mario Eduardo Villanueva, Miroslav Fikar, Benoît Chachuat:
Guaranteed parameter estimation in nonlinear dynamic systems using improved bounding techniques. ECC 2013: 4514-4519 - [c4]Radoslav Paulen, Mario Eduardo Villanueva, Benoît Chachuat:
Optimization-Based Domain Reduction in Guaranteed Parameter Estimation of Nonlinear Dynamic Systems. NOLCOS 2013: 564-569 - 2012
- [j8]Cheng Seong Khor, Benoît Chachuat, Nilay Shah:
A superstructure optimization approach for water network synthesis with membrane separation-based regenerators. Comput. Chem. Eng. 42: 48-63 (2012) - [j7]Saurabh A. Deshpande, Dominique Bonvin, Benoît Chachuat:
Directional Input Adaptation in Parametric Optimal Control Problems. SIAM J. Control. Optim. 50(4): 1995-2024 (2012) - 2011
- [j6]Ali Mohammad Sahlodin, Benoît Chachuat:
Convex/concave relaxations of parametric ODEs using Taylor models. Comput. Chem. Eng. 35(5): 844-857 (2011) - 2010
- [c3]Saurabh A. Deshpande, Dominique Bonvin, Benoît Chachuat:
Selective input adaptation in parametric optimal control problems involving terminal constraints. ACC 2010: 4782-4787
2000 – 2009
- 2009
- [j5]Benoît Chachuat, Balasubramaniam Srinivasan, Dominique Bonvin:
Adaptation strategies for real-time optimization. Comput. Chem. Eng. 33(10): 1557-1567 (2009) - [j4]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): 1099-1112 (2009) - [j3]Sébastien Gros, Benoît Chachuat, Dominique Bonvin:
Neighbouring-extremal control for singular dynamic optimisation problems. Part II: multiple-input systems. Int. J. Control 82(7): 1193-1211 (2009) - [j2]Alexander Mitsos, Benoît Chachuat, Paul I. Barton:
Towards global bilevel dynamic optimization. J. Glob. Optim. 45(1): 63-93 (2009) - [j1]Alexander Mitsos, Benoît Chachuat, Paul I. Barton:
McCormick-Based Relaxations of Algorithms. SIAM J. Optim. 20(2): 573-601 (2009) - [c2]Saurabh A. Deshpande, Benoît Chachuat, Dominique Bonvin:
Parametric sensitivity of path-constrained optimal control: Towards selective input adaptation. ACC 2009: 349-354 - 2003
- [c1]Miroslav Fikar, Benoît Chachuat, M. Abderrazak Latifi:
Dynamic optimisation of alternating activated sludge processes. ECC 2003: 3189-3193
Coauthor Index
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