A comprehensive collection of mathematical tools and utilities designed to support Lean Six Sigma practitioners in their process improvement journey
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Aug 24, 2023 - Python
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process-optimization
Here are 7 public repositories matching this topic...
Data-driven computer-aided molecular and process design
machine-learning chemical-engineering process-modeling process-systems-engineering process-optimization extractive-distillation
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Oct 17, 2024 - Python
A hybrid modeling framework combining neural networks with physics-based constraints for bioreactor process optimization and control.
neural-networks hybrid-modeling biotechnology pinn bioreactor process-optimization physics-informed-neural-networks
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Mar 1, 2025 - Python
Advanced Chemical Process Simulation and Optimisation Framework. Overview: This enhanced project provides a sophisticated framework for simulating and optimising chemical processes.
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Sep 9, 2024 - Python
Computer-aided molecular and process design using Bayesian optimization
machine-learning chemical-engineering bayesian-optimization process-systems-engineering process-optimization extractive-distillation
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Oct 17, 2024 - Python
Q-Learning Implementation for Process Optimization A reinforcement learning project that calculates the shortest route between locations using the Q-Learning algorithm. This code demonstrates how AI can optimize processes in a simulated environment with predefined states and rewards. 🚀
python machine-learning reinforcement-learning q-learning artificial-intelligence dynamic-programming pathfinding-algorithms route-optimization shortest-path-algorithm reward-systems process-optimization temporal-difference-learning markov-decision-process ai-in-operations state-transition-models
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Jan 19, 2025 - Python
This repository contains Python codes applied to Chemical Engineering, focusing on Numerical Methods, Thermodynamics, Process Optimization, Transport Phenomena, and other areas within chemical process engineering.
chemical-engineering numerical-methods process-optimization transport-phenomena chemical-engineering-thermodynamics
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Feb 7, 2025 - Python
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