mawbray / Reinforcement-Learning-for-BioprocessesLinks
A study of reinforcement learning algorithms for fed-batch bioprocessesing
☆14Updated 5 years ago
Alternatives and similar repositories for Reinforcement-Learning-for-Bioprocesses
Users that are interested in Reinforcement-Learning-for-Bioprocesses are comparing it to the libraries listed below
Sorting:
- Deep reinforcement learning for design of chemical engineering processes☆37Updated 2 years ago
- Development repository for Kipet.☆20Updated 3 years ago
- Deep hybrid modeling of bioreactor cell culture data using Long Short-Term Memory (LSTM) networks combined with first principles equation…☆17Updated 2 months ago
- Hybrid Modeling Framework☆26Updated 2 years ago
- ☆10Updated 5 years ago
- Master thesis spring 2019. Template to be futher used by the department of chemical engineering at NTNU,☆37Updated last year
- Building a Fischer–Tropsch reactive distillation simulator using Pyomo☆13Updated 6 years ago
- Mechanistic models in fermentation☆20Updated 3 years ago
- A numerical platform for the digital design of pharmaceutical processes☆29Updated 2 months ago
- Reinforcement learning environments for process control applications.☆68Updated 2 weeks ago
- This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).☆103Updated 5 years ago
- Aspen HYSYS - Python connection☆75Updated 2 years ago
- Deep reinforcement learning for design of distillation column trains (chemical engineering process synthesis)☆40Updated 4 years ago
- Hands-on material for a Machine Learning in Chemical Engineering course☆113Updated 2 years ago
- A repository with examples on essential knowledge of chemical engineering.☆55Updated last month
- ☆10Updated 2 years ago
- With this package, you can generate mixed-integer linear programming (MIP) models of trained artificial neural networks (ANNs) using the …☆64Updated 3 months ago
- Reinforcement learning for batch bioprocess optimization (Computers & Chemical Engineering, 2020)☆13Updated 3 years ago
- Mixed Variable Multi-Objective Optimisation☆20Updated 4 years ago
- Codes for "Quantitative Comparison of Reinforcement Learning and Data-driven Model Predictive Control for Chemical and Biological Process…☆12Updated last year
- LSTM_MPC(reactive distillation system)☆11Updated 5 years ago
- Python code of the paper "Model structures and fitting criteria for system identification with neural networks" by Marco Forgione and Dar…☆21Updated 4 years ago
- Collection of Matlab codes to solve typical CRE (Chemical Reaction Engineering) problems☆58Updated 3 years ago
- Repository for paper: "SnAKe: Bayesian Optimization with Pathwise Exploration".☆17Updated last year
- Aspen Plus - Python interface which acts as an API to automate the design synthsis. It includes all variables for RADFRAC, DSTWU, Flash2,…☆98Updated 2 years ago
- ☆27Updated 10 months ago
- SNU-EPEL / Integration-of-Reinforcement-Learning-and-Model-Predictive-Control-to-Optimize-Semi-batch-Bioreactor☆16Updated 3 years ago
- ☆95Updated last month
- Lightweight tools for experimental design and multi-objective optimization.☆29Updated 4 months ago
- Multi-objective Bayesian optimization☆94Updated 2 years ago