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manufacturing-optimization

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Here are 4 public repositories matching this topic...

assalas / pcb-designer-ai-agent

Star 8

🤖 Intelligent AI-powered PCB design automation tool using machine learning for component placement, routing optimization, and signal integrity analysis. Supports KiCad, Altium Designer, and Eagle CAD integration.

python api machine-learning reinforcement-learning deep-learning electronics tensorflow pytorch artificial-intelligence embedded-systems eagle-cad kicad altium-designer electronic-design-automation thermal-analysis graph-neural-networks signal-integrity pcb-design hardware-design manufacturing-optimization
  • Updated Aug 15, 2025
  • Python
knowledge-surrogate-opt

eismont21 / knowledge-surrogate-opt

Star 2

A transformative approach to manufacturing optimization, focusing on the textile forming process. This research synergizes domain-specific knowledge with simulation modeling and introduces Bayesian optimization for efficient parameter space exploration.

data-science deep-learning bayesian-optimization simulation-modeling surrogate-models mc-dropout surrogate-based-optimization domain-knowledge-integration manufacturing-optimization fibre-draping
  • Updated Jan 12, 2024
  • Python

Manish9211Ram / CemGenie

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The prototype, CemGenie, is a Generative AI–powered platform designed to autonomously optimize cement plant operations. It integrates real-time process data from raw material handling, grinding, clinkerization, and utilities into a unified AI control layer.

iot machine-learning sustainability hackathon google-cloud energy-efficiency hackathon-project cloud-architecture predictive-maintenance process-optimization industrial-ai streamlit vertex-ai quality-prediction generative-ai manufacturing-optimization cement-industry ai-in-industry
  • Updated Sep 28, 2025
  • Python

Anfal-AR / single-reactor-scheduling

Star 0

Research companion: Heuristic scheduling strategies for single-reactor pharmaceutical batch production under uncertainty. Statistical analysis (JASP) + visualization (Python). Dataset, scripts, and JASP files included.

machine-learning data-visualization statistical-analysis matplotlib uncertainty-quantification fifo operations-research discrete-event-simulation jasp chemrxiv production-planning pharmaceutical-manufacturing batch-scheduling manufacturing-optimization scheduling-heuristics single-reactor spt-heuristic
  • Updated Dec 10, 2025
  • Python

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