JRC-COMBINE / HybridML
Hybrid Modeling Framework
☆24Updated 2 years ago
Alternatives and similar repositories for HybridML:
Users that are interested in HybridML are comparing it to the libraries listed below
- A repository with examples on essential knowledge of chemical engineering.☆52Updated 2 months ago
- Development repository for Kipet.☆20Updated 2 years ago
- A numerical platform for the digital design of pharmaceutical processes☆24Updated last month
- Hands-on material for a Machine Learning in Chemical Engineering course☆97Updated last year
- pyPhi is a python package to perform multivariate analysis using PCA and PLS methods☆45Updated last week
- Applied Numerical Computing Course☆27Updated 2 years ago
- Materials for ACerS Automated Experiment Course☆20Updated 10 months ago
- ☆10Updated 4 years ago
- ☆25Updated 2 months ago
- Deep hybrid modeling of bioreactor cell culture data using Long Short-Term Memory (LSTM) networks combined with first principles equation…☆13Updated last year
- Conversion between PFDs/P&IDs and SFILES 2.0 strings☆49Updated 3 months ago
- ☆27Updated 2 years ago
- Python-based Process Operability Package☆19Updated 11 months ago
- Abstract layer over Aspen HYSYS using Python☆12Updated 9 months ago
- Building a Fischer–Tropsch reactive distillation simulator using Pyomo☆13Updated 6 years ago
- The 'dwsimopt' is a Python library that automates DWSIM simulations for process optimization.☆22Updated 2 years ago
- Reinforcement learning for batch bioprocess optimization (Computers & Chemical Engineering, 2020)☆12Updated 2 years ago
- A study of reinforcement learning algorithms for fed-batch bioprocessesing☆14Updated 5 years ago
- This repository contains a practical course designed for chemical engineers that want to learn how to solve exercises and program in Pyth…☆58Updated last month
- Workshop tutorials for Pyomo.DoE☆10Updated this week
- Deep reinforcement learning for design of distillation column trains (chemical engineering process synthesis)☆35Updated 3 years ago
- A tool to optimize real world problems☆94Updated this week
- Mixed Variable Multi-Objective Optimisation☆19Updated 3 years ago
- This is a practical course designed for chemical engineers that want to learn the basics of AI. The course is very practical and will cov…☆32Updated last month
- A curated list of online chemical engineering education resources☆142Updated last week
- IDAES platform examples and tutorials☆20Updated 2 weeks ago
- Hybrid (Physics-Informed) Machine Learning☆46Updated last week
- A Python library designed to swiftly and effortlessly obtain the UNIFAC-like groups from molecules by their names and subsequently integr…☆21Updated last week
- Reinforcement learning for chemical engineering process design with Aspen Simulator.☆11Updated 2 years ago
- Chemical library developed using OpenModelica for steady-state and dynamic process simulation☆38Updated 9 months ago