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Francesco Ceccon
Francesco Ceccon
Verified email at imperial.ac.uk - Homepage
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OMLT: Optimization & machine learning toolkit
F Ceccon, J Jalving, J Haddad, A Thebelt, C Tsay, CD Laird, R Misener
Journal of Machine Learning Research 23 (349), 1-8, 2022
572022
Using functional programming to recognize named structure in an optimization problem: application to pooling
F Ceccon, G Kouyialis, R Misener
AIChE Journal 62 (9), 3085-3095, 2016
142016
Approximation algorithms for process systems engineering
D Letsios, R Baltean-Lugojan, F Ceccon, M Mistry, J Wiebe, R Misener
Computers & Chemical Engineering 132, 106599, 2020
82020
SUSPECT: MINLP special structure detector for pyomo
F Ceccon, JD Siirola, R Misener
Optimization Letters 14 (4), 801-814, 2020
72020
GALINI: An extensible mixed-integer quadratically-constrained optimization solver.
F Ceccon, R Baltean-Lugojan, ML Bynum, C Li, R Misener
Optimization Online Repository, 2020
52020
Solving the pooling problem at scale with extensible solver GALINI
F Ceccon, R Misener
Computers & Chemical Engineering 159, 107660, 2022
32022
Presentation abstract: Optimization formulations for machine learning surrogates
F Ceccon, J Jalving, J Haddad, A Thebelt, C Tsay, CD Laird, R Misener
14th International Symposium on Process Systems Engineering 49, 57-58, 2022
12022
Formulations and Restrictions for the Pooling and Multiperiod Pooling Problems
C Tsay, F Ceccon, R Misener
2021 AIChE Annual Meeting, 2021
2021
GALINI-an extensible solver for mixed-integer quadratically-constrained problems
F Ceccon
Imperial College London, 2021
2021
GALINI: An extensible MIQCQP solver.
F Ceccon, R Misener, R Baltean-Lugojan, ML Bynum
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2020
2020
Coramin: An Open-Source Toolset for Developing MINLP Algorithms.
ML Bynum, A Castillo, F Ceccon, B Knueven, CD Laird, JD Siirola
Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2020
2020
Approximation Algorithms for Process Systems Engineering
D Letsios, R Baltean-Lugojan, J Bradley, F Ceccon, K Čyras, G Kouyialis, ...
Computer Aided Chemical Engineering 43, 565-566, 2018
2018
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