bernalde

David Bernal's repositories

QuIP

Quantum Integer Programming Syllabus

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pyomo

The main repository for the Pyomo optimization modeling software.

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QuIPML

Quantum Integer Programming and Machine Learning Course Website. 18-819F 47-779/785 CMU Fall 2021

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QuIPML22

Quantum Integer Programming and Machine Learning Course Website. 18-819F 47-779/785 CMU Fall 2021

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stochastic-benchmark

Repository for Stochastic Optimization Solvers Benchmark code

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This repository contains the final project of the Quantum Computing Lab at CMU (11-860) for the spring 2020. The project topic is Quantum Approximate Optimization Algorithm and Quantum Annealing for Combinatorial Optimization

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bernalde.github.io

Website David Bernal

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conic_disjunctive

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Dwave_access

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GDP_Refomulation_NN

Final project for 15-701 class on training a Neural Network to learn which reformulation is better for a linear GDP, Convex Hull or Big-M

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optimal-superstructures-catalytic-distillation

This repository includes the files of the manuscript Optimal design of superstructures for placing units and streams with multiple and ordered available locations. Part II: Rigorous design of catalytic distillation columns

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pyomo-MINLP-benchmarking

Benchmarking script for MindtPy solvers in the pyomo framework solving MINLP instance. This was created as part of my bachelor thesis during my stay at Carnegie Mellon University in Professor Ignacio Grossmanns group.

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optimal-superstructures-dsda

This repository includes the files of the manuscript Optimal design of superstructures for placing units and streams with multiple and ordered available locations. Part I: A new mathematical framework

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