Dynamic optimisation of alternating activated sludge processes. - Miroslav Fikar; Benoît Chachuat; M. Abderrazak Latifi (ECC, 2003)

Parametric sensitivity of path-constrained optimal control: Towards selective input adaptation. - Saurabh A. Deshpande; Benoît Chachuat; Dominique Bonvin (ACC, 2009)

Adaptation strategies for real-time optimization. - Benoît Chachuat; Balasubramaniam Srinivasan 001; Dominique Bonvin (Comput. Chem. Eng., 2009)

Neighbouring-extremal control for singular dynamic optimisation problems. Part II: multiple-input systems. - Sébastien Gros; Benoît Chachuat; Dominique Bonvin (Int. J. Control, 2009)

Neighbouring-extremal control for singular dynamic optimisation problems. Part I: single-input systems. - Sébastien Gros; Balasubramaniam Srinivasan 001; Benoît Chachuat; Dominique Bonvin (Int. J. Control, 2009)

Towards global bilevel dynamic optimization. - Alexander Mitsos; Benoît Chachuat; Paul I. Barton (J. Glob. Optim., 2009)

McCormick-Based Relaxations of Algorithms. - Alexander Mitsos; Benoît Chachuat; Paul I. Barton (SIAM J. Optim., 2009)

Selective input adaptation in parametric optimal control problems involving terminal constraints. - Saurabh A. Deshpande; Dominique Bonvin; Benoît Chachuat (ACC, 2010)

Convex/concave relaxations of parametric ODEs using Taylor models. - Ali Mohammad Sahlodin; Benoît Chachuat (Comput. Chem. Eng., 2011)

A superstructure optimization approach for water network synthesis with membrane separation-based regenerators. - Cheng Seong Khor; Benoît Chachuat; Nilay Shah (Comput. Chem. Eng., 2012)

Directional Input Adaptation in Parametric Optimal Control Problems. - Saurabh A. Deshpande; Dominique Bonvin; Benoît Chachuat (SIAM J. Control. Optim., 2012)

A validated integration algorithm for nonlinear ODEs using Taylor models and ellipsoidal calculus. - Boris Houska; Mario Eduardo Villanueva; Benoît Chachuat (CDC, 2013)

A dynamic model coupling photoacclimation and photoinhibition in microalgae. - Philipp Hartmann; Andreas Nikolaou; Benoît Chachuat; Olivier Bernard 003 (ECC, 2013)

Guaranteed parameter estimation in nonlinear dynamic systems using improved bounding techniques. - Radoslav Paulen; Mario Eduardo Villanueva; Miroslav Fikar; Benoît Chachuat (ECC, 2013)

Optimization-Based Domain Reduction in Guaranteed Parameter Estimation of Nonlinear Dynamic Systems. - Radoslav Paulen; Mario Eduardo Villanueva; Benoît Chachuat (NOLCOS, 2013)

Convergence analysis of Taylor models and McCormick-Taylor models. - Agustín Bompadre; Alexander Mitsos; Benoît Chachuat (J. Glob. Optim., 2013)

Branch-and-Lift Algorithm for Deterministic Global Optimization in Nonlinear Optimal Control. - Boris Houska; Benoît Chachuat (J. Optim. Theory Appl., 2014)

Local optimization of dynamic programs with guaranteed satisfaction of path constraints. - Jun Fu; Johannes M. M. Faust; Benoît Chachuat; Alexander Mitsos (Autom., 2015)

Bayesian Optimization with Dimension Scheduling: Application to Biological Systems. - Doniyor Ulmasov; Caroline Baroukh; Benoît Chachuat; Marc Peter Deisenroth; Ruth Misener (CoRR, 2015)

Unified framework for the propagation of continuous-time enclosures for parametric nonlinear ODEs. - Mario Eduardo Villanueva; Boris Houska; Benoît Chachuat (J. Glob. Optim., 2015)

Stable Set-Valued Integration of Nonlinear Dynamic Systems using Affine Set-Parameterizations. - Boris Houska; Mario Eduardo Villanueva; Benoît Chachuat (SIAM J. Numer. Anal., 2015)

Design of multi-parametric NCO tracking controllers for linear dynamic systems. - Muxin Sun; Benoît Chachuat; Efstratios N. Pistikopoulos (Comput. Chem. Eng., 2016)

Guaranteed parameter estimation of non-linear dynamic systems using high-order bounding techniques with domain and CPU-time reduction strategies. - Radoslav Paulen; Mario Eduardo Villanueva; Benoît Chachuat (IMA J. Math. Control. Inf., 2016)

Branch-and-lift algorithm for obstacle avoidance control. - Xuhui Feng; Mario Eduardo Villanueva; Benoît Chachuat; Boris Houska (CDC, 2017)

Robust MPC via min-max differential inequalities. - Mario Eduardo Villanueva; Rien Quirynen; Moritz Diehl; Benoît Chachuat; Boris Houska (Autom., 2017)

Chebyshev model arithmetic for factorable functions. - Jai Rajyaguru; Mario Eduardo Villanueva; Boris Houska; Benoît Chachuat (J. Glob. Optim., 2017)

Sensitivity Analysis of Uncertain Dynamic Systems Using Set-Valued Integration. - Nikola D. Peric; Mario Eduardo Villanueva; Benoît Chachuat (SIAM J. Sci. Comput., 2017)

Global optimization in Hilbert space. - Boris Houska; Benoît Chachuat (Math. Program., 2019)

Global optimization of large-scale MIQCQPs via cluster decomposition: Application to short-term planning of an integrated refinery-petrochemical complex. - Ariel Uribe-Rodriguez; Pedro M. Castro; Gonzalo Guillén-Gosálbez; Benoît Chachuat (Comput. Chem. Eng., 2020)

Modifier Adaptation Meets Bayesian Optimization and Derivative-Free Optimization. - Ehecatl Antonio del Rio-Chanona; Panagiotis Petsagkourakis; Eric Bradford; Jose Eduardo Alves Graciano; Benoît Chachuat (CoRR, 2020)

Safe Real-Time Optimization using Multi-Fidelity Gaussian Processes. - Panagiotis Petsagkourakis; Benoît Chachuat; Ehecatl Antonio del Rio-Chanona (CDC, 2021)

Real-time optimization meets Bayesian optimization and derivative-free optimization: A tale of modifier adaptation. - Ehecatl Antonio del Rio-Chanona; Panagiotis Petsagkourakis; Eric Bradford; Jose Eduardo Alves Graciano; Benoît Chachuat (Comput. Chem. Eng., 2021)

Assessment of a two-step approach for global optimization of mixed-integer polynomial programs using quadratic reformulation. - Tanuj Karia; Claire S. Adjiman; Benoît Chachuat (Comput. Chem. Eng., 2022)

Risk mitigation in model-based experiment design: A continuous-effort approach to optimal campaigns. - Kennedy Putra Kusumo; Kamal Kuriyan; Shankarraman Vaidyaraman; Salvador García Muñoz; Nilay Shah; Benoît Chachuat (Comput. Chem. Eng., 2022)

Modern Machine Learning Tools for Monitoring and Control of Industrial Processes: A Survey. - R. Bhushan Gopaluni; Aditya Tulsyan; Benoît Chachuat; Biao Huang 001; Jong Min Lee 002; Faraz Amjad; Seshu Kumar Damarla; Jong Woo Kim; Nathan P. Lawrence (CoRR, 2022)

Assessment of Lagrangean decomposition for short-term planning of integrated refinery-petrochemical operations. - Ariel Uribe-Rodriguez; Pedro M. Castro; Gonzalo Guillén-Gosálbez; Benoît Chachuat (Comput. Chem. Eng., 2023)

Comparative assessment of simulation-based and surrogate-based approaches to flowsheet optimization using dimensionality reduction. - Niki Triantafyllou; Ben Lyons; Andrea Bernardi; Benoît Chachuat; Cleo Kontoravdi; Maria M. Papathanasiou (Comput. Chem. Eng., 2024)

Machine learning for industrial sensing and control: A survey and practical perspective. - Nathan P. Lawrence; Seshu Kumar Damarla; Jong Woo Kim; Aditya Tulsyan; Faraz Amjad; Kai Wang 024; Benoît Chachuat; Jong Min Lee 002; Biao Huang 001; R. Bhushan Gopaluni (CoRR, 2024)