edgarsmdn

Edgar Ivan Sanchez Medina's repositories

MLCE_book

Hands-on material for a Machine Learning in Chemical Engineering course

Language:Jupyter NotebookApache-2.072 5 4

Aspen_HYSYS_Python

Aspen HYSYS - Python connection

Language:PythonMIT53 10

Aspen_Plus_Python

An example connection between Aspen Plus and Python

Language:AdaMIT15 10

TS

Tabu Search algorithm

Language:PythonMIT15 20

GH-GNN

Gibbs-Helmholtz Graph Neural Network

Language:Jupyter NotebookMIT14 20

GNN_IAC

This repository contains the training routines and the experiments presented in the paper "Graph Neural Networks for the prediction of infinite dilution activity coefficients"

Language:PythonMIT11 20

OptiFunctions

Set of functions commonly used to test optimization algorithms

Language:PythonMIT6 10

PSO

Particle Swarm Optimization algorithm

Language:PythonMIT4 10

GA

Genetic Algorithm

Language:PythonMIT3 10

OptML

Practical excersises for the Optimization course of CPSE 2020

Language:Jupyter NotebookMIT2 10

SolvSelect_GHGNN

Solvent selection for extractive distillation

Language:PythonMIT2 10

edgarsmdn.github.io

Personal website

Language:HTMLMIT100

GP_flowsheet

Optimization of flowsheets using Gaussian processes

Language:PythonMIT1 2 1

Joback

Joback group contribution method

Language:PythonMIT100

SA

Simulated Annealing algorithm

Language:PythonMIT1 10

thermo

Thermodynamics and Phase Equilibrium component of Chemical Engineering Design Library (ChEDL)

Language:PythonMIT100

chemie-turk

Mechanical Turk on your own machine for chemical literature annotation

Language:JavaScriptMIT000

GraphNeuralNets_19

Graph Networks por Benjamin Sanchez-Lengeling

Language:Jupyter NotebookMIT000

Poly_GHGNN

A modification of the GH-GNN model for polymer solutions

Language:Jupyter NotebookGPL-3.0010

riiaa19_workshop_template

Template para un workshop dentro de la RIIAA'19

MIT000

StoicMatrix

Generation of stoichiometric matrix from a reaction network

Language:PythonBSD-2-Clause010