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David Bernal's Projects

11860_project_qaoa icon 11860_project_qaoa

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

gdp_refomulation_nn icon 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

minorminer icon minorminer

minorminer is a heuristic tool for minor embedding: given a minor and target graph, it tries to find a mapping that embeds the minor into the target.

mytest icon mytest

Test repository new installation

optimal-superstructures-catalytic-distillation icon 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

optimal-superstructures-dsda icon 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

optimiq icon optimiq

Repository for "semillero" experiment of Optimization in Chemical Engineering (Ingeniería Química)

pyomo icon pyomo

The main repository for the Pyomo optimization modeling software.

pyomo-minlp-benchmarking icon 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.

qio-samples icon qio-samples

Samples for using optimization solvers through Azure Quantum.

quip icon quip

Quantum Integer Programming Syllabus

quipml icon quipml

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

quipml22 icon quipml22

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

tarea2 icon tarea2

Tarea 2 Métodos Computacionales Avanzados. David Bernal, Juan Diego Arango.

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