ML-PSE / Machine_Learning_for_PSELinks
Code repository for the book 'Machine Learning in Python for Process Systems Engineering'
☆29Updated last year
Alternatives and similar repositories for Machine_Learning_for_PSE
Users that are interested in Machine_Learning_for_PSE are comparing it to the libraries listed below
Sorting:
- CBE 30338 Data Analytics, Optimization, and Control☆10Updated 2 weeks ago
- Code repository for the book 'Machine Learning in Python for Dynamic Process Systems'☆14Updated last year
- Datasets from a fluid catalytic cracking unit to evaluate FDD techniques☆23Updated last year
- Aspen HYSYS - Python connection☆75Updated 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
- Code Repository for ChE 197 and ChE 297, machine learning courses for Chemical Engineers at UP Diliman☆26Updated last year
- Hands-on material for a Machine Learning in Chemical Engineering course☆113Updated 2 years ago
- IDAES platform examples and tutorials☆21Updated 2 weeks ago
- ☆19Updated 2 years ago
- Deep hybrid modeling of bioreactor cell culture data using Long Short-Term Memory (LSTM) networks combined with first principles equation…☆17Updated last month
- A lightweight Python module that applies Pinch Technology principles, analysing a given set of stream data to find the Maximum Energy Rec…☆35Updated 6 years ago
- pyPhi is a python package to perform multivariate analysis using PCA and PLS methods☆53Updated 3 weeks ago
- A repository with examples on essential knowledge of chemical engineering.☆55Updated 3 weeks ago
- The IDAES Process Systems Engineering Framework☆276Updated this week
- This repository contains a practical course designed for chemical engineers that want to learn how to solve exercises and program in Pyth…☆77Updated 7 months ago
- Building a Fischer–Tropsch reactive distillation simulator using Pyomo☆13Updated 6 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…☆56Updated 2 weeks ago
- Deep reinforcement learning for design of chemical engineering processes☆37Updated 2 years ago
- Modeling and Simulation of Multicomponent Distillation Columns☆34Updated last year
- Material for Data Driven Process Systems Engineering Course☆11Updated 2 years ago
- Helps you select the optimal cell to electrify a long-haul truck from a database containing 160 cells.☆27Updated 2 years ago
- Classic problems in chemical engineering solved with matlab☆22Updated 6 years ago
- [Chemical Engineering Research and Design] This work serves as a first step to develop a foundation model for generic chemical reactor mo…☆14Updated 5 months ago
- Hybrid Modeling Framework☆26Updated 2 years ago
- Process Control Laboratory☆14Updated 4 years ago
- Educational resources for Chemical and Process Engineering written in Python☆110Updated 3 years ago
- A curated list of online chemical engineering education resources☆166Updated 8 months ago
- Introduction to Chemical Engineering Analysis☆186Updated 6 years ago
- The Biorefinery Simulation and Techno-Economic Analysis Modules; Life Cycle Assessment; Chemical Process Simulation Under Uncertainty☆226Updated this week
- A curated list of public dataset related to Industry 4.0.☆13Updated 3 years ago