Gonzalo Guillén-Gosálbez

Publication Activity (10 Years)

Years Active: 2009-2024
Publications (10 Years): 16

Top Topics

Dimensionality Reduction

Analytic Hierarchy Process

Symbolic Regression

Top Venues

Comput. Chem. Eng.

Publications

Valentina Negri, Daniel Vázquez, Ignacio E. Grossmann, Gonzalo Guillén-Gosálbez
A tailored decomposition approach for optimization under uncertainty of carbon removal technologies in the EU power system. Comput. Chem. Eng. 187 (2024)
Sachin Jog, Daniel Vázquez, Lucas F. Santos, José Antonio Caballero, Gonzalo Guillén-Gosálbez
Hybrid analytical surrogate-based process optimization via Bayesian symbolic regression. Comput. Chem. Eng. 182 (2024)
Tim Forster, Daniel Vázquez, Isabela Fons Moreno-Palancas, Gonzalo Guillén-Gosálbez
Algebraic surrogate-based flexibility analysis of process units with complicating process constraints. Comput. Chem. Eng. 184 (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)
Tim Forster, Daniel Vázquez, Mariano Nicolás Cruz Bournazou, Alessandro Butté, Gonzalo Guillén-Gosálbez
Modeling of bioprocesses via MINLP-based symbolic regression of S-system formalisms. Comput. Chem. Eng. 170 (2023)
Till Weidner, Ángel Galán-Martín, Morten Walbech Ryberg, Gonzalo Guillén-Gosálbez
Energy systems modeling and optimization for absolute environmental sustainability: current landscape and opportunities. Comput. Chem. Eng. 164 (2022)
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)
Antonio Espuña, Moisès Graells, Gonzalo Guillén-Gosálbez, Luis Puigjaner
Editorial. Comput. Chem. Eng. 122 (2019)
Michael Ehrenstein, Chi-Hsiang Wang, Gonzalo Guillén-Gosálbez
Strategic planning of supply chains considering extreme events: Novel heuristic and application to the petrochemical industry. Comput. Chem. Eng. 125 (2019)
Raul Calvo-Serrano, María González-Miquel, Stavros Papadokonstantakis, Gonzalo Guillén-Gosálbez
Predicting the cradle-to-gate environmental impact of chemicals from molecular descriptors and thermodynamic properties via mixed-integer programming. Comput. Chem. Eng. 108 (2018)
Andrei Kostin, Diogo H. Macowski, Juliana M. T. A. Pietrobelli, Gonzalo Guillén-Gosálbez, Laureano Jiménez, Mauro A. S. S. Ravagnani
Optimization-based approach for maximizing profitability of bioethanol supply chain in Brazil. Comput. Chem. Eng. 115 (2018)
Jonathan Wheeler, M. A. Páez, Gonzalo Guillén-Gosálbez, Fernando D. Mele
Combining multi-attribute decision-making methods with multi-objective optimization in the design of biomass supply chains. Comput. Chem. Eng. 113 (2018)
Jonathan Wheeler, José Antonio Caballero, Rubén Ruiz-Femenia, Gonzalo Guillén-Gosálbez, Fernando D. Mele
MINLP-based Analytic Hierarchy Process to simplify multi-objective problems: Application to the design of biofuels supply chains using on field surveys. Comput. Chem. Eng. 102 (2017)
Sergio Medina-González, Carlos Pozo, Gabriela Corsano, Gonzalo Guillén-Gosálbez, Antonio Espuña Camarasa
Using Pareto filters to support risk management in optimization under uncertainty: Application to the strategic planning of chemical supply chains. Comput. Chem. Eng. 98 (2017)
Ángel Galán-Martín, Gonzalo Guillén-Gosálbez, Laurence Stamford, Adisa Azapagic
Enhanced data envelopment analysis for sustainability assessment: A novel methodology and application to electricity technologies. Comput. Chem. Eng. 90 (2016)
Pedro J. Copado-Méndez, Carlos Pozo, Gonzalo Guillén-Gosálbez, Laureano Jiménez
Enhancing the ϵ-constraint method through the use of objective reduction and random sequences: Application to environmental problems. Comput. Chem. Eng. 87 (2016)
Janire Pascual-González, Carlos Pozo, Gonzalo Guillén-Gosálbez, Laureano Jiménez-Esteller
Combined use of MILP and multi-linear regression to simplify LCA studies. Comput. Chem. Eng. 82 (2015)
E. Antipova, Carlos Pozo, Gonzalo Guillén-Gosálbez, Dieter Boer, Luisa F. Cabeza, Laureano Jiménez
On the use of filters to facilitate the post-optimal analysis of the Pareto solutions in multi-objective optimization. Comput. Chem. Eng. 74 (2015)
Carlos Pozo, Antoni Miró, Gonzalo Guillén-Gosálbez, Albert Sorribas, Rui Alves, Laureano Jiménez
Gobal optimization of hybrid kinetic/FBA models via outer-approximation. Comput. Chem. Eng. 72 (2015)
Pedro J. Copado-Méndez, Gonzalo Guillén-Gosálbez, Laureano Jiménez
MILP-based decomposition algorithm for dimensionality reduction in multi-objective optimization: Application to environmental and systems biology problems. Comput. Chem. Eng. 67 (2014)
Gabriela Corsano, Gonzalo Guillén-Gosálbez, Jorge M. Montagna
Computational methods for the simultaneous strategic planning of supply chains and batch chemical manufacturing sites. Comput. Chem. Eng. 60 (2014)
Diego Gabriel Oliva, Gonzalo Guillén-Gosálbez, Josep Maria Mateo-Sanz, Laureano Jiménez-Esteller
MILP-based clustering method for multi-objective optimization: Application to environmental problems. Comput. Chem. Eng. 56 (2013)
Gonzalo Guillén-Gosálbez, Antoni Miró, Rui Alves, Albert Sorribas, Laureano Jiménez
Identification of regulatory structure and kinetic parameters of biochemical networks via mixed-integer dynamic optimization. BMC Syst. Biol. 7 (2013)
Pedro J. Copado-Méndez, Christian Blum, Gonzalo Guillén-Gosálbez, Laureano Jiménez
Large neighbourhood search applied to the efficient solution of spatially explicit strategic supply chain management problems. Comput. Chem. Eng. 49 (2013)
Pavel Vaskan, Ana Passuello, Gonzalo Guillén-Gosálbez, Marta Schuhmacher, Laureano Jiménez
Combined use of GIS and mixed-integer linear programming for identifying optimal agricultural areas for sewage sludge amendment: A case study of Catalonia. Environ. Model. Softw. 46 (2013)
Antoni Miró, Carlos Pozo, Gonzalo Guillén-Gosálbez, Jose A. Egea, Laureano Jiménez
Deterministic global optimization algorithm based on outer approximation for the parameter estimation of nonlinear dynamic biological systems. BMC Bioinform. 13 (2012)
Robert Brunet, Juan A. Reyes-Labarta, Gonzalo Guillén-Gosálbez, Laureano Jiménez, Dieter Boer
Combined simulation-optimization methodology for the design of environmental conscious absorption systems. Comput. Chem. Eng. 46 (2012)
Robert Brunet, Gonzalo Guillén-Gosálbez, Jose Ricardo Pérez-Correa, José Antonio Caballero, Laureano Jiménez
Hybrid simulation-optimization based approach for the optimal design of single-product biotechnological processes. Comput. Chem. Eng. 37 (2012)
Gonzalo Guillén-Gosálbez
A novel MILP-based objective reduction method for multi-objective optimization: Application to environmental problems. Comput. Chem. Eng. 35 (8) (2011)
Carlos Pozo, Alberto Marín-Sanguino, Rui Alves, Gonzalo Guillén-Gosálbez, Laureano Jiménez, Albert Sorribas
Steady-state global optimization of metabolic non-linear dynamic models through recasting into power-law canonical models. BMC Syst. Biol. 5 (2011)
Andrey M. Kostin, Gonzalo Guillén-Gosálbez, Fernando D. Mele, Miguel J. Bagajewicz, Laureano Jiménez
A novel rolling horizon strategy for the strategic planning of supply chains. Application to the sugar cane industry of Argentina. Comput. Chem. Eng. 35 (11) (2011)
Ignacio E. Grossmann, Gonzalo Guillén-Gosálbez
Scope for the application of mathematical programming techniques in the synthesis and planning of sustainable processes. Comput. Chem. Eng. 34 (9) (2010)
Carlos Pozo, Gonzalo Guillén-Gosálbez, Albert Sorribas, Laureano Jiménez
Outer approximation-based algorithm for biotechnology studies in systems biology. Comput. Chem. Eng. 34 (10) (2010)
Gonzalo Guillén-Gosálbez, Ignacio E. Grossmann
A global optimization strategy for the environmentally conscious design of chemical supply chains under uncertainty in the damage assessment model. Comput. Chem. Eng. 34 (1) (2010)
Gonzalo Guillén-Gosálbez, Albert Sorribas
Identifying quantitative operation principles in metabolic pathways: a systematic method for searching feasible enzyme activity patterns leading to cellular adaptive responses. BMC Bioinform. 10 (2009)