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 hybrid modeling of bioreactor cell culture data using Long Short-Term Memory (LSTM) networks combined with first principles equation…☆16Updated last year
- ☆10Updated 5 years ago
- Deep reinforcement learning for design of chemical engineering processes☆36Updated 2 years ago
- Development repository for Kipet.☆20Updated 3 years ago
- A numerical platform for the digital design of pharmaceutical processes☆26Updated this week
- Hybrid Modeling Framework☆26Updated 2 years ago
- Building a Fischer–Tropsch reactive distillation simulator using Pyomo☆13Updated 6 years ago
- Hands-on material for a Machine Learning in Chemical Engineering course☆110Updated 2 years ago
- Mechanistic models in fermentation☆18Updated 3 years ago
- A repository with examples on essential knowledge of chemical engineering.☆54Updated 8 months ago
- This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).☆102Updated 5 years ago
- CBE 30338 Data Analytics, Optimization, and Control☆10Updated 5 months ago
- Aspen Plus - Python interface which acts as an API to automate the design synthsis. It includes all variables for RADFRAC, DSTWU, Flash2,…☆85Updated last year
- Aspen HYSYS - Python connection☆67Updated last year
- Master thesis spring 2019. Template to be futher used by the department of chemical engineering at NTNU,☆35Updated last year
- With this package, you can generate mixed-integer linear programming (MIP) models of trained artificial neural networks (ANNs) using the …☆64Updated last month
- Collection of Matlab codes to solve typical CRE (Chemical Reaction Engineering) problems☆58Updated 3 years ago
- ☆26Updated 8 months ago
- Deep reinforcement learning for design of distillation column trains (chemical engineering process synthesis)☆38Updated 3 years ago
- Reinforcement learning environments for process control applications.☆64Updated 2 months ago
- A tool to optimize real world problems☆107Updated this week
- The Biorefinery Simulation and Techno-Economic Analysis Modules; Life Cycle Assessment; Chemical Process Simulation Under Uncertainty☆219Updated this week
- IDAES platform examples and tutorials☆21Updated last week
- Conversion between PFDs/P&IDs and SFILES 2.0 strings☆61Updated last month
- ☆91Updated last month
- Multi-objective Bayesian optimization☆92Updated 2 years ago
- Reinforcement learning for batch bioprocess optimization (Computers & Chemical Engineering, 2020)☆13Updated 3 years ago
- Mixed Variable Multi-Objective Optimisation☆19Updated 4 years ago
- Modeling and Simulation of Multicomponent Distillation Columns☆34Updated last year
- Experimental design and (multi-objective) bayesian optimization.☆311Updated this week