lollcat / Aspen-RLLinks
Reinforcement learning for chemical engineering process design with Aspen Simulator.
☆13Updated 2 years ago
Alternatives and similar repositories for Aspen-RL
Users that are interested in Aspen-RL are comparing it to the libraries listed below
Sorting:
- Deep reinforcement learning for design of distillation column trains (chemical engineering process synthesis)☆36Updated 3 years ago
- Reinforcement learning for batch bioprocess optimization (Computers & Chemical Engineering, 2020)☆12Updated 3 years ago
- This repository contains exercises that demonstrate how to automate these unit operations using DWSim. These exercises include code examp…☆14Updated 2 months ago
- Deep reinforcement learning for design of chemical engineering processes☆34Updated 2 years ago
- Mass and energy differential analysis for a Packed Bed Reactor (PBR) to produce the fuel additive MMH. This design was completed for my C…☆15Updated 6 years ago
- Easy determine UNIFAC Groups☆10Updated 11 months ago
- Classic problems in chemical engineering solved with matlab☆21Updated 5 years ago
- A repository with examples on essential knowledge of chemical engineering.☆54Updated 5 months ago
- This is a Python package for AspenPlus manipulating.☆40Updated 6 years ago
- Pure python version of the HENSAD (Heat-Exchanger Network Synthesis Analysis and Design) software.☆20Updated last year
- Advanced Chemical Engineering Thermodynamics☆22Updated 7 years ago
- A Python library designed to swiftly and effortlessly obtain the UNIFAC-like groups from molecules by their names and subsequently integr…☆21Updated 3 weeks ago
- Modeling and Simulation of Multicomponent Distillation Columns☆30Updated last year
- The 'dwsimopt' is a Python library that automates DWSIM simulations for process optimization.☆22Updated 2 years ago
- Materials for my undergraduate course on Chemical Engineering Kinetics and Reactor Design at Northeastern University☆16Updated last year
- ☆26Updated 5 months ago
- Course notes for the CMU course 06-262 Math Methods of Chemical Engineering (ODE's, linear algebra, PDEs, stats) in the form of jupyter n…☆22Updated 2 years ago
- This is a practical course designed for chemical engineers that want to learn the basics of AI. The course is very practical and will cov…☆44Updated 3 weeks ago
- ☆28Updated 2 years ago
- Literate Programming Examples for Chemical Engineering Analysis☆14Updated 2 years ago
- Abstract layer over Aspen HYSYS using Python☆13Updated this week
- Conversion between PFDs/P&IDs and SFILES 2.0 strings☆54Updated 2 weeks ago
- Hands-on material for a Machine Learning in Chemical Engineering course☆103Updated last year
- Optimization of a chemical reactor using Aspen Plus, python and the NSGA2 algorithm☆11Updated 8 years ago
- ☆10Updated 5 years ago
- This repository contains the training routines and the experiments presented in the paper "Graph Neural Networks for the prediction of in…☆12Updated last year
- Chemical equilibrium for electrolytes system in pure python.☆26Updated 3 years ago
- Chemical kinetics with tensorflow. Use tensorflow deep learning platform to numerically calculate chemical rate equations for chemical ki…☆14Updated 3 years ago
- Applied Numerical Computing Course☆29Updated last month
- A data-driven tool to predict the reaction order of homogeneous gas-phase reactions. Includes machine learning experiments on the NIST Ch…☆22Updated 5 years ago