DN
David Bernal Neira
Principal Investigator
Purdue University
I'm working on
9 months ago
Optimization, Process Systems Engineering, Quantum Computing
About
Focuses on algorithms and software for large-scale optimization and process systems engineering—planning, scheduling, design, and control. Also reformulates industrial network and routing problems for quantum computing, developing benchmarks and solution strategies.
Hybrid Quantum Branch-and-Bound Method for Quadratic Unconstrained Binary Optimization
arXiv (Cornell University)
•2025
Measure this, not that: Optimizing the cost and model-based information content of measurements
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)
•2024
Measure This, Not That: Optimizing the Cost and Model-Based Information Content of Measurements
arXiv (Cornell University)
•2024
Pyomo. GDP: an ecosystem for logic based modeling and optimization development
Optimization and Engineering 23 (1), 607-642, 2022
Optimization applications as quantum performance benchmarks
arXiv preprint arXiv:2302.02278, 2023
Perspectives of quantum computing for chemical engineering
AIChE Journal 68 (6), e17651, 2022
Integration of crude-oil scheduling and refinery planning by Lagrangean Decomposition
Computers & Chemical Engineering 138, 106812, 2020
Improving the performance of DICOPT in convex MINLP problems using a feasibility pump
Optimization Methods and Software 35 (1), 171-190, 2019
Mixed-integer nonlinear decomposition toolbox for Pyomo (MindtPy)
Computer Aided Chemical Engineering 44, 895-900, 2018
Using regularization and second order information in outer approximation for convex MINLP
Mathematical Programming 180 (1), 285-310, 2020
Improved quadratic cuts for convex mixed-integer nonlinear programs
Computers & Chemical Engineering 109, 77-95, 2018
A review and comparison of solvers for convex MINLP
Optimization and Engineering 20, 397-455, 2019
Large-scale selective maintenance optimization using bathtub-shaped failure rates
Computers & Chemical Engineering 139, 106876, 2020
Integer programming techniques for minor-embedding in quantum annealers
Integration of Constraint Programming, Artificial Intelligence, and …, 2020
Global optimization algorithm for multi-period design and planning of centralized and distributed manufacturing networks
Computers & Chemical Engineering 127, 295-310, 2019
Optimal synthesis and design of catalytic distillation columns: A rate-based modeling approach
Chemical Engineering Science 231, 116294, 2021
Characterization of QUBO reformulations for the maximum k-colorable subgraph problem
Quantum Information Processing 21 (3), 89, 2022
A center-cut algorithm for quickly obtaining feasible solutions and solving convex MINLP problems
Computers & Chemical Engineering 122, 105-113, 2019
Optimal design of superstructures for placing units and streams with multiple and ordered available locations. Part II: Rigorous design of catalytic distillation columns
Computers & Chemical Engineering 139, 106845, 2020
Optimal design of superstructures for placing units and streams with multiple and ordered available locations. Part I: A new mathematical framework
Computers & Chemical Engineering 137, 106794, 2020
Simultaneous design and control of catalytic distillation columns using comprehensive rigorous dynamic models
Industrial & Engineering Chemistry Research 57 (7), 2587-2608, 2018
(Almost) Dark Galaxies in the ALFALFA Survey: Isolated H i-bearing Ultra-diffuse Galaxies
The Astrophysical Journal 842 (2), 133, 2017
Formulating and solving routing problems on quantum computers
IEEE Transactions on Quantum Engineering 2, 1-17, 2021
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