Antonio del Rio Chanona's starred repositories
Aspen_HYSYS_Python
Aspen HYSYS - Python connection
pulsed-reactor-optimisation
This repository contains code to optimise the geometric parameters and operating conditions of a computational fluid dynamics model of a pulsed flow helical tube reactor.
reactor_benchmark
A set of reactor design benchmark problems to evaluate high-dimensional, expensive, and potentially multi-fidelity optimisation algorithms.
OptiFunctions
Set of functions commonly used to test optimization algorithms
auto_discov_kin_rate_models
Complete code and data for reproducibility of results presented in paper.
simpleTorch
This repo aims to train neural networks with pytorch. The data are normalized insede the class. The validation is performed automatically. The output model gets the unscaled data and returns the output unscaled (The scaling is performed inside). This way the user do not interact the scaling,; however the user can select to not use the default scaling and scale the data before the training
DD-Hierarchical
Exploring data-driven techniques for the hierarchical integration of planning, scheduling, and control