David E. Bernal Neira
Assistant Professor at the Davidson School of Chemical Engineering at Purdue University working on the intersection of Process and Energy Systems Engineering and Quantum Computing.
Optimization; Quantum Chemistry; Benchmarking; Systems Engineering
A review and comparison of solvers for convex MINLP J Kronqvist, DE Bernal, A Lundell, IE Grossmann Optimization and Engineering 20, 397-455 242 2019 (Almost) Dark Galaxies in the ALFALFA Survey: Isolated H i-bearing Ultra-diffuse Galaxies L Leisman, MP Haynes, S Janowiecki, G Hallenbeck, G Józsa, ... The Astrophysical Journal 842 (2), 133 170 2017 Formulating and solving routing problems on quantum computers S Harwood, C Gambella, D Trenev, A Simonetto, D Bernal, D Greenberg IEEE Transactions on Quantum Engineering 2, 1-17 43 2021 Improving the performance of DICOPT in convex MINLP problems using a feasibility pump DE Bernal, S Vigerske, F Trespalacios, IE Grossmann Optimization Methods and Software 35 (1), 171-190 30 2019 Improved quadratic cuts for convex mixed-integer nonlinear programs L Su, L Tang, DE Bernal, IE Grossmann Computers & Chemical Engineering 109, 77-95 28 2018
Modeling for integrated refinery planning with crude-oil scheduling L Su, DE Bernal, IE Grossmann, L Tang Chemical Engineering Research and Design 192, 141-157 2 2023 Optimization Applications as Quantum Performance Benchmarks T Lubinski, C Coffrin, C McGeoch, P Sathe, J Apanavicius, DEB Neira arXiv preprint arXiv:2302.02278 1 2023 Alternative regularizations for Outer-Approximation algorithms for convex MINLP DE Bernal, Z Peng, J Kronqvist, IE Grossmann Journal of Global Optimization 84 (4), 807-842 2022 Copositive programming for mixed-binary quadratic optimization via Ising solvers R Brown, DEB Neira, D Venturelli, M Pavone arXiv preprint arXiv:2207.13630 1 2022 Perspectives of quantum computing for chemical engineering DE Bernal, A Ajagekar, SM Harwood, ST Stober, D Trenev, F You AIChE Journal 68 (6), e17651 9 2022