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drill-design

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altugrakay-commits / Drill-Bit-Optimizer

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An open‑source tool for parametric design of PDC drill bits, driven by a Physics‑Informed Neural Network (PINN) and the IADC Fixed Cutter Classification System. Features CLI, GUI, and Streamlit interfaces with STL export for manufacturing and FEA.

python tensorflow scientific-computing mechanical-engineering opencascade cadquery physics-informed-neural-networks drill-design mining-engineering parametric-cad
  • Updated Sep 9, 2026
  • Python

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