killingbear999 / chemical-reactor-foundation-modelLinks
[Chemical Engineering Research and Design] This work serves as a first step to develop a foundation model for generic chemical reactor modeling (meta-learning using Reptile), enabling few-shot adaptation to unseen reactions (physics-informed adaptation).
☆14Updated 6 months ago
Alternatives and similar repositories for chemical-reactor-foundation-model
Users that are interested in chemical-reactor-foundation-model are comparing it to the libraries listed below
Sorting:
- CBE 30338 Data Analytics, Optimization, and Control☆10Updated last month
- Code Repository for ChE 197 and ChE 297, machine learning courses for Chemical Engineers at UP Diliman☆26Updated last year
- Code repository for the book 'Machine Learning in Python for Process Systems Engineering'☆29Updated last year
- Hands-on material for a Machine Learning in Chemical Engineering course☆113Updated 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,…☆98Updated 2 years ago
- A repository with examples on essential knowledge of chemical engineering.☆55Updated last month
- IDAES platform examples and tutorials☆21Updated 2 weeks ago
- Aspen HYSYS - Python connection☆76Updated 2 years ago
- ☆27Updated 10 months ago
- A numerical platform for the digital design of pharmaceutical processes☆29Updated 2 months ago
- Software Scripts for Statistics Book☆44Updated 3 weeks ago
- Conversion between PFDs/P&IDs and SFILES 2.0 strings☆68Updated 4 months ago
- Deep reinforcement learning for design of distillation column trains (chemical engineering process synthesis)☆41Updated 4 years ago
- The IDAES Process Systems Engineering Framework☆280Updated last week
- Deep hybrid modeling of bioreactor cell culture data using Long Short-Term Memory (LSTM) networks combined with first principles equation…☆17Updated 2 months ago
- Material for Data Driven Process Systems Engineering Course☆11Updated 2 years ago
- Experimental design and (multi-objective) bayesian optimization.☆340Updated this week
- Deep reinforcement learning for design of chemical engineering processes☆38Updated 2 years ago
- FoKL-GP implements Karhunen-Loève decomposed Gaussian processes with built-in forward variable selection. Decomposed GPs are key to embed…☆18Updated this week
- pyPhi is a python package to perform multivariate analysis using PCA and PLS methods☆54Updated last month
- A Python package for adsorption processes☆27Updated last month
- Official implementation of the paper “Limeade: Let integer molecular encoding aid”☆31Updated 7 months ago
- ☆18Updated last year
- Building a Fischer–Tropsch reactive distillation simulator using Pyomo☆13Updated 6 years ago
- Mixed Variable Multi-Objective Optimisation☆20Updated 4 years ago
- Development repository for Kipet.☆22Updated 3 years ago
- Benchmarking☆31Updated 4 years ago
- Materials for ACerS Automated Experiment Course☆20Updated 2 months ago
- This repository contains the source code for “Thompson sampling efficient multiobjective optimization” (TSEMO).☆103Updated 5 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…☆59Updated last month