lollcat / Aspen-RL
Reinforcement learning for chemical engineering process design with Aspen Simulator.
☆9Updated last year
Related projects: ⓘ
- This repository contains exercises that demonstrate how to automate these unit operations using DWSim. These exercises include code examp…☆11Updated 2 months ago
- Deep reinforcement learning for design of distillation column trains (chemical engineering process synthesis)☆30Updated 2 years ago
- P. Petsagkourakis, I. O. Sandoval, E. Bradford, D. Zhang, E.A. del Rio-Chanona, Reinforcement learning for batch bioprocess optimization,…☆12Updated 2 years ago
- Applied Numerical Computing Course☆25Updated last year
- Deep reinforcement learning for design of chemical engineering processes☆27Updated last year
- The 'dwsimopt' is a Python library that automates DWSIM simulations for process optimization.☆21Updated last year
- 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 5 years ago
- Pure python version of the HENSAD (Heat-Exchanger Network Synthesis Analysis and Design) software.☆14Updated last year
- Classic problems in chemical engineering solved with matlab☆20Updated 5 years ago
- A series of ipython notebooks with thermodynamic models for multiphase and multicomponent systems.☆16Updated 7 years ago
- A Python library designed to swiftly and effortlessly obtain the UNIFAC groups from molecules by their names and subsequently integrate t…☆15Updated last week
- Materials for my undergraduate course on Chemical Engineering Kinetics and Reactor Design at Northeastern University☆15Updated 8 months ago
- scalable multi-fidelity machine learning☆9Updated 3 years ago
- An example connection between Aspen Plus and Python☆15Updated last year
- Python code for chemical engineering : master classes and research☆11Updated 4 months ago
- Chemical kinetics with tensorflow. Use tensorflow deep learning platform to numerically calculate chemical rate equations for chemical ki…☆12Updated 3 years ago
- Modeling and Simulation of Multicomponent Distillation Columns☆23Updated 7 months ago
- This is a Python package for AspenPlus manipulating.☆29Updated 5 years ago
- Python package for analyzing and representing droplets and emulsions☆12Updated last month
- Advanced Chemical Engineering Thermodynamics☆20Updated 6 years ago
- ☆10Updated last year
- Dasslc is a solver for differential-algebraic equations inspired by DASSL. A python module for dasslc is provided.☆14Updated 6 months ago
- FOQUS: Framework for Optimization and Quantification of Uncertainty and Surrogates☆46Updated last month
- Pytherm: An open-source scientific tool for thermodynamic modeling☆14Updated 4 months ago
- Python Library for Generalized Gaussian Process Modeling☆17Updated 2 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…☆20Updated last year
- Chemical equilibrium for electrolytes system in pure python.☆26Updated 2 years ago
- Random snippets of code I've developed over the years (generally when bored)☆12Updated last year
- Fluid-particle Interaction component of Chemical Engineering Design Library (ChEDL)☆22Updated 8 years ago
- Data science and machine learning in chemical engineering☆18Updated 4 years ago