Branching strategies for mixed-integer programs containing logical constraints and decomposable structure
PhD thesis, 2021
Mixed-Integer Convex Nonlinear Optimization with Gradient-Boosted Trees Embedded.
INFORMS J. Comput., 2021
Exact lexicographic scheduling and approximate rescheduling.
Eur. J. Oper. Res., 2021
ENTMOOT: A framework for optimization over ensemble tree models.
Comput. Chem. Eng., 2021
Approximation algorithms for process systems engineering.
Comput. Chem. Eng., 2020
Optimization with Gradient-Boosted Trees and Risk Control.
CoRR, 2018
Satisfiability modulo theories for process systems engineering.
Comput. Chem. Eng., 2018
Designing Energy-Efficient Heat Recovery Networks using Mixed-Integer Nonlinear Optimisation.
Proceedings of the 16th International Symposium on Experimental Algorithms, 2017
Optimising heat exchanger network synthesis using convexity properties of the logarithmic mean temperature difference.
Comput. Chem. Eng., 2016