jrcramos / Hybrid-modeling-of-bioreactor-with-LSTM
Deep hybrid modeling of bioreactor cell culture data using Long Short-Term Memory (LSTM) networks combined with first principles equations
☆12Updated 8 months ago
Related projects ⓘ
Alternatives and complementary repositories for Hybrid-modeling-of-bioreactor-with-LSTM
- Hybrid Modeling Framework☆23Updated last year
- Classic problems in chemical engineering solved with matlab☆20Updated 5 years ago
- A numerical platform for the digital design of pharmaceutical processes☆23Updated 2 months ago
- A repository with examples on essential knowledge of chemical engineering.☆50Updated 6 months ago
- Applied Numerical Computing Course☆27Updated last year
- Collection of Matlab codes to solve typical CRE (Chemical Reaction Engineering) problems☆52Updated 2 years ago
- Chemical library developed using OpenModelica for steady-state and dynamic process simulation☆39Updated 5 months ago
- A lightweight Python module that applies Pinch Technology principles, analysing a given set of stream data to find the Maximum Energy Rec…☆26Updated 5 years ago
- Hands-on material for a Machine Learning in Chemical Engineering course☆90Updated last year
- BioSTEAM's Premier Thermodynamic Engine☆58Updated last week
- Materials for my undergraduate course on Chemical Engineering Kinetics and Reactor Design at Northeastern University☆15Updated 10 months ago
- Mass and energy differential analysis for a Packed Bed Reactor (PBR) to produce the fuel additive MMH. This design was completed for my C…☆15Updated 5 years ago
- Python-based Process Operability Package☆17Updated 6 months ago
- Conversion between PFDs/P&IDs and SFILES 2.0 strings☆43Updated this week
- A highly efficient, flexible, and accurate implementation of thermodynamic EOS powered by automatic differentiation☆52Updated last week
- Aspen HYSYS - Python connection☆55Updated last year
- Development repository for Kipet.☆20Updated 2 years ago
- A python package for drawing process flow diagrams☆68Updated 3 years ago
- Deep reinforcement learning for design of chemical engineering processes☆29Updated last year
- Thermopack is a thermodynamic model library for fluid properties and PVT calculations☆51Updated last week
- Simulator42 is an open source process simulator project with the goal of providing an affordable and accessible chemical process simulato…☆34Updated 13 years ago
- pychemqt intended as a free software tool for calculation and design of unit operations in chemical engineering. The goal is to obtain an…☆145Updated last month
- Hosting repository for apps on the LearnChemE website, http://www.learncheme.com/☆14Updated this week
- Building a Fischer–Tropsch reactive distillation simulator using Pyomo☆13Updated 5 years ago
- BioSTEAM's Premier Repository for Biorefinery Models and Results☆38Updated this week
- Deep reinforcement learning for design of distillation column trains (chemical engineering process synthesis)☆31Updated 3 years ago
- This repository contains a practical course designed for chemical engineers that want to learn how to solve exercises and program in Pyth…☆52Updated 7 months ago
- Fluid-particle Interaction component of Chemical Engineering Design Library (ChEDL)☆22Updated 8 years ago
- The Biorefinery Simulation and Techno-Economic Analysis Modules; Life Cycle Assessment; Chemical Process Simulation Under Uncertainty☆179Updated this week