Reinforcement learning for chemical engineering process design with Aspen Simulator.
☆19Mar 8, 2023Updated 3 years ago
Alternatives and similar repositories for Aspen-RL
Users that are interested in Aspen-RL are comparing it to the libraries listed below. We may earn a commission when you buy through links labeled 'Ad' on this page.
Sorting:
- Deep reinforcement learning for design of distillation column trains (chemical engineering process synthesis)☆41Oct 13, 2021Updated 4 years ago
- Deep reinforcement learning for design of chemical engineering processes☆39Mar 7, 2023Updated 3 years ago
- Reinforcement learning for batch bioprocess optimization (Computers & Chemical Engineering, 2020)☆16Jun 14, 2022Updated 4 years ago
- An example connection between Aspen Plus and Python☆38Apr 14, 2023Updated 3 years ago
- ☆16Mar 8, 2022Updated 4 years ago
- Deploy on Railway without the complexity - Free Credits Offer • AdConnect your repo and Railway handles the rest with instant previews. Quickly provision container image services, databases, and storage volumes.
- Augmenting Polymer Datasets via Iterative Rearrangement☆13Jun 30, 2023Updated 2 years ago
- Aspen Plus - Python interface which acts as an API to automate the design synthsis. It includes all variables for RADFRAC, DSTWU, Flash2,…☆148Nov 10, 2023Updated 2 years ago
- OpSim is an open source Chemical Engineering Process Simulator with a user friendly drag-and-drop graphical user interface and an underly…☆43Aug 13, 2019Updated 6 years ago
- ☆25Sep 3, 2024Updated last year
- Simulator42 is an open source process simulator project with the goal of providing an affordable and accessible chemical process simulato…☆38Nov 7, 2011Updated 14 years ago
- Master thesis spring 2019. Template to be futher used by the department of chemical engineering at NTNU,☆39Jan 11, 2024Updated 2 years ago
- This is a Python package for AspenPlus manipulating.☆47May 11, 2019Updated 7 years ago
- This repository contains exercises that demonstrate how to automate these unit operations using DWSim. These exercises include code examp…☆27Updated this week
- Optimization of a chemical reactor using Aspen Plus, python and the NSGA2 algorithm☆13Jun 8, 2017Updated 9 years ago
- AI Agents on DigitalOcean Gradient AI Platform • AdBuild production-ready AI agents using customizable tools or access multiple LLMs through a single endpoint. Create custom knowledge bases or connect external data.
- Aspen HYSYS - Python connection☆95Nov 1, 2023Updated 2 years ago
- Official pytorch implementation for our ICLR 2023 paper "Latent State Marginalization as a Low-cost Approach for Improving Exploration".☆24Feb 9, 2023Updated 3 years ago
- LSTM_MPC(reactive distillation system)☆11Jul 21, 2020Updated 5 years ago
- Easy determine UNIFAC Groups☆13Oct 13, 2025Updated 8 months ago
- pychemqt intended as a free software tool for calculation and design of unit operations in chemical engineering. The goal is to obtain an…☆179Jun 8, 2026Updated last week
- Simulator for typical process/chemical/refinery engineering applications with rigorous thermodynamics.☆15Dec 14, 2023Updated 2 years ago
- The 'dwsimopt' is a Python library that automates DWSIM simulations for process optimization.☆27May 9, 2026Updated last month
- McCabe–Thiele method in MATLAB☆15Aug 19, 2023Updated 2 years ago
- Code for NeurIPS 2022 paper "Robust offline Reinforcement Learning via Conservative Smoothing"☆24Feb 15, 2023Updated 3 years ago
- 1-Click AI Models by DigitalOcean Gradient • AdDeploy popular AI models on DigitalOcean Gradient GPU virtual machines with just a single click. Zero configuration with optimized deployments.
- A Python interface to the original Fortran program of the Tennessee Eastman Process (TEP) Control Test Problem☆14Sep 28, 2021Updated 4 years ago
- A hybirid mechanistic and data-driven (DAE-LSTM) model for estimating the CO2 concentration profile for a carbon capture plant.☆15Aug 5, 2022Updated 3 years ago
- Conversion between PFDs/P&IDs and SFILES 2.0 strings☆77May 20, 2026Updated 3 weeks ago
- WorldQuant University Deep Learning for Computer Vision Certification Projects☆20Apr 3, 2025Updated last year
- Code of the paper: Debiasing Meta-Gradient Reinforcement Learning by Learning the Outer Value Function☆13Apr 13, 2026Updated 2 months ago
- ☆26Dec 24, 2025Updated 5 months ago
- Input files and results of paper: Phase equilibrium of liquid water and hexagonal from ice enhanced sampling molecular dynamics simulatio…☆10Apr 9, 2021Updated 5 years ago
- PFAScreen is an open-source Python based non-target screening software tool to prioritize potential PFAS features in raw data from LC- o…☆16Apr 9, 2026Updated 2 months ago
- Pure python version of the HENSAD (Heat-Exchanger Network Synthesis Analysis and Design) software.☆26Sep 7, 2023Updated 2 years ago
- End-to-end encrypted cloud storage - Proton Drive • AdSpecial offer: 40% Off Yearly / 80% Off First Month. Protect your most important files, photos, and documents from prying eyes.
- CovidCode UI is a web application that allows physicians to generate authorization code. Patient can then submit his seed secret key in t…☆10Jul 19, 2023Updated 2 years ago
- A Python library designed to swiftly and effortlessly obtain the UNIFAC-like groups from molecules by their names and subsequently integr…☆33Jun 11, 2026Updated last week
- Language-interfaced fine-tuning for chemistry☆46Nov 30, 2023Updated 2 years ago
- Differentiable Markov Chain Monte Carlo☆15Mar 23, 2024Updated 2 years ago
- This repository contains a visual studio project for training a classifier on the mnist dataset using the libtorch c++ wrapper.☆12Oct 13, 2020Updated 5 years ago
- Flow Annealed Importance Sampling Bootstrap (FAB) with JAX.☆13Jun 12, 2024Updated 2 years ago
- Set of tools to generate a multi-eGO force field to perform molecular dynamics simulations☆16Jun 5, 2026Updated last week