edgarsmdn
Doctoral researcher at MPI Magdeburg
Max Planck Institute for Dynamics of Complex Technical SystemsMagdeburg, Germany
Pinned Repositories
Aspen_HYSYS_Python
Aspen HYSYS - Python connection
Aspen_Plus_Python
An example connection between Aspen Plus and Python
GA
Genetic Algorithm
GH-GNN
Gibbs-Helmholtz Graph Neural Network
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"
MLCE_book
Hands-on material for a Machine Learning in Chemical Engineering course
OptiFunctions
Set of functions commonly used to test optimization algorithms
OptML
Practical excersises for the Optimization course of CPSE 2020
PSO
Particle Swarm Optimization algorithm
TS
Tabu Search algorithm
edgarsmdn's Repositories
edgarsmdn/MLCE_book
Hands-on material for a Machine Learning in Chemical Engineering course
edgarsmdn/Aspen_HYSYS_Python
Aspen HYSYS - Python connection
edgarsmdn/Aspen_Plus_Python
An example connection between Aspen Plus and Python
edgarsmdn/TS
Tabu Search algorithm
edgarsmdn/GH-GNN
Gibbs-Helmholtz Graph Neural Network
edgarsmdn/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"
edgarsmdn/OptiFunctions
Set of functions commonly used to test optimization algorithms
edgarsmdn/PSO
Particle Swarm Optimization algorithm
edgarsmdn/GA
Genetic Algorithm
edgarsmdn/OptML
Practical excersises for the Optimization course of CPSE 2020
edgarsmdn/SolvSelect_GHGNN
Solvent selection for extractive distillation
edgarsmdn/edgarsmdn.github.io
Personal website
edgarsmdn/GP_flowsheet
Optimization of flowsheets using Gaussian processes
edgarsmdn/Joback
Joback group contribution method
edgarsmdn/SA
Simulated Annealing algorithm
edgarsmdn/thermo
Thermodynamics and Phase Equilibrium component of Chemical Engineering Design Library (ChEDL)
edgarsmdn/chemie-turk
Mechanical Turk on your own machine for chemical literature annotation
edgarsmdn/GraphNeuralNets_19
Graph Networks por Benjamin Sanchez-Lengeling
edgarsmdn/Poly_GHGNN
A modification of the GH-GNN model for polymer solutions
edgarsmdn/riiaa19_workshop_template
Template para un workshop dentro de la RIIAA'19
edgarsmdn/StoicMatrix
Generation of stoichiometric matrix from a reaction network