mawbray / Reinforcement-Learning-for-BioprocessesView external linksLinks
A study of reinforcement learning algorithms for fed-batch bioprocessesing
☆14Mar 12, 2020Updated 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:
- ☆10Jun 16, 2020Updated 5 years ago
- Process Control Laboratory☆14Dec 7, 2020Updated 5 years ago
- Mechanistic models in fermentation☆21Aug 30, 2022Updated 3 years ago
- The code accompanies the publication "Feedback Linearization based on Gaussian Processes with event-triggered Online Learning" by Jonas U…☆49Apr 29, 2021Updated 4 years ago
- Hybrid Modeling Framework☆27Jan 25, 2023Updated 3 years ago
- Implementation of Linear Quadratic Regulator (LQR), Minimum Principle and Model Predictive Control(MPC) to stirred tank mixing process☆18Dec 20, 2023Updated 2 years ago
- Process Control code, include optimization, Model Predictive Control (MPC), Moving Horizon, Kalman filter etc☆24Sep 17, 2018Updated 7 years ago
- A library to benchmark reinforcement learning algorithms☆21Apr 18, 2018Updated 7 years ago
- Heteroscedastic Bayesian Optimisation in Numpy☆22Feb 15, 2023Updated 3 years ago
- Robust MPC for Linear Systems with Parametric and Additive Uncertainty☆27Mar 27, 2022Updated 3 years ago
- Code and results for Machine Learning Models to Accelerate the Design of Polymeric Long-Acting Injectables☆15Sep 29, 2022Updated 3 years ago
- ☆33Nov 28, 2019Updated 6 years ago
- (YAOCPTool)Yet Another Optimal Control Tool☆14Sep 5, 2021Updated 4 years ago
- My undergraduate final project - Modeling and control of a distillation column using neural networks and reinforcement learning.☆12Apr 28, 2020Updated 5 years ago
- OpenSMOG is a Python library for performing molecular dynamics simulations using Structure-Based Models. OpenSMOG uses OpenMM.☆12Feb 6, 2026Updated last week
- Safe learning of regions of attraction in uncertain, nonlinear systems with Gaussian processes☆39Nov 30, 2019Updated 6 years ago
- Docker compose and Google Colab demo to build a CDC with Delta Lake☆15Sep 7, 2022Updated 3 years ago
- Microservices with FastAPI☆11Sep 4, 2023Updated 2 years ago
- Comparison benchmarks between public force fields and Open Force Field Initiative force fields☆10Nov 2, 2022Updated 3 years ago
- In process work on active learning tutorials☆10Feb 19, 2024Updated last year
- ☆11Jan 5, 2018Updated 8 years ago
- Handy tool for Object Storage performance benchmark☆11Sep 8, 2025Updated 5 months ago
- Typed python equivalent for R pipes.☆13Oct 16, 2022Updated 3 years ago
- A python project of a Model Predictive Controller (MPC) for Urban Drainage Networks (UDNs) to mitigate Combined Sewer Overflows (CSOs)☆12Jun 22, 2020Updated 5 years ago
- Self Balancing Robot with PSO based self tuned PID controller☆11May 23, 2020Updated 5 years ago
- Constant pH simulation with OpenMM☆18Mar 26, 2025Updated 10 months ago
- Master thesis spring 2019. Template to be futher used by the department of chemical engineering at NTNU,☆38Jan 11, 2024Updated 2 years ago
- LSTM_MPC(reactive distillation system)☆11Jul 21, 2020Updated 5 years ago
- Image analysis software for estimating cell density in arrayed microbial cultures growing on solid agar☆12Aug 16, 2017Updated 8 years ago
- Public-facing repo for organising activities+ archiving material relating to the Graph Neural Network reading group.☆10Oct 8, 2024Updated last year
- Binder repo for chemometrics exercises☆12Updated this week
- Arduino Library to read the ZACwire protocol of TSIC temperature sensors☆11Jun 10, 2024Updated last year
- Data classification using Accord.NET framework☆10Oct 25, 2020Updated 5 years ago
- ☆11Feb 6, 2018Updated 8 years ago
- Little gadgets or project that I made, it could be finished, deprecated or remain to be finish.☆11Mar 15, 2019Updated 6 years ago
- Contains CHARMING.py and its associated README.md☆12Oct 20, 2022Updated 3 years ago
- Reinforcement learning for batch bioprocess optimization (Computers & Chemical Engineering, 2020)☆14Jun 14, 2022Updated 3 years ago
- Codes for "Quantitative Comparison of Reinforcement Learning and Data-driven Model Predictive Control for Chemical and Biological Process…☆12Dec 18, 2023Updated 2 years ago
- ☆10May 6, 2018Updated 7 years ago