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 | 99 | 2022 |
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 | 14 | 2016 |
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 | 10 | 2020 |
SUSPECT: MINLP special structure detector for pyomo F Ceccon, JD Siirola, R Misener Optimization Letters 14 (4), 801-814, 2020 | 8 | 2020 |
Solving the pooling problem at scale with extensible solver GALINI F Ceccon, R Misener Computers & Chemical Engineering 159, 107660, 2022 | 5 | 2022 |
GALINI: An extensible mixed-integer quadratically-constrained optimization solver. F Ceccon, R Baltean-Lugojan, ML Bynum, C Li, R Misener Optimization Online Repository, 2020 | 5 | 2020 |
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 | 1 | 2022 |
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 | 1 | 2020 |
Machine Learning Surrogates with OMLT and IDAES for Improved Design and Analysis of Energy Systems B Ammari, F Ceccon, JH Jalving, J Haddad, A Thebelt, C Tsay, ML Bynum, ... Sandia National Lab.(SNL-NM), Albuquerque, NM (United States), 2022 | | 2022 |
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 |
Approximation Algorithms for Process Systems Engineering D Letsios, G Kouyialis, R Misener Computer Aided Chemical Engineering 43, 565-566, 2018 | | 2018 |