chemical-engineering 开源项目推荐（684 个）

CalebBell /thermo

化学工程设计库（ChEDL）中的热力学与相平衡组成部分

DanWBR /dwsim

DWSIM 是一款适用于 Windows、Linux 和 macOS 的稳态动态顺序模块化化学工艺模拟器。

CalebBell /fluids

化学工程设计库（ChEDL）中的流体力学部分

cselab /aphros

Finite volume solver for incompressible multiphase flows with surface tension. Foaming flows in complex geometries.

IDAES /idaes-pse

The IDAES Process Systems Engineering Framework

BioSTEAMDevelopmentGroup /biosteam

The Biorefinery Simulation and Techno-Economic Analysis Modules

CalebBell /ht

Heat transfer component of Chemical Engineering Design Library (ChEDL)

mgreminger /EngineeringPaper.xyz

EngineeringPaper.xyz is a web app that makes it easy to create, save, and share engineering calculations.

kevingreenman /awesome-chemical-engineering-education

A curated list of online chemical engineering education resources

wigging /chemics

A Python package for chemical engineering

feos-org /feos

FeOs - A Framework for Equations of State and Classical Density Functional Theory

314arhaam /heat-pinn

A Physics-Informed Neural Network to solve 2D steady-state heat equations.

DanWBR /dwsim5

DWSIM - Open Source Chemical Process Simulator (5.x series)

edgarsmdn /MLCE_book

Hands-on material for a Machine Learning in Chemical Engineering course

SUNCAT-Center /catmap

Catalyst Micro-kinetic Analysis Package for automated creation of micro-kinetic models used in catalyst screening

MaximilianB2 /pc-gym

Reinforcement learning environments for process control applications.

SUNCAT-Center /CatKit

General purpose tools for high-throughput catalysis

FiammettaC /Chemical-Reaction-Engineering-in-Python

This repository contains a practical course designed for chemical engineers that want to learn how to solve exercises and program in Python. The course will cover various topics, such as basic Python syntax, data structures, solving ODEs, stoichiometry, data visualization and basic data analysis.

FiammettaC /AI-for-Chemical-Engineers

This is a practical course designed for chemical engineers that want to learn the basics of AI. The course is very practical and will cover various topics, such as basic Python syntax, data visualization, machine learning and deep learning models, natural language processing, image processing and explainability.

BioSTEAMDevelopmentGroup /thermosteam

BioSTEAM's Premier Thermodynamic Engine