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1. MFEnsemblePhotonicSurfaces MFEnsemblePhotonicSurfaces Public

   Code and data for the manuscript "Inverse design of photonic surfaces on Inconel via multi-fidelity ensemble framework and high throughput femtosecond laser processing" by Grbcic, L. et al., 2024.

   Python 1

2. ALPS-Data ALPS-Data Public

   Data for the manuscript "AI Driven Laser Parameter Search: Inverse Design of Photonic Surfaces using Greedy Surrogate-based Optimization" by Luka Grbcic (LBNL), Minok Park (LBNL), Juliane Müller (N…

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3. DLPhotonicSurfaces DLPhotonicSurfaces Public

   Tandem Neural Network and conditional Generative Adversarial Network implementation for inverse design of photonic surfaces.

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4. MLInverseDesignFrameworkData MLInverseDesignFrameworkData Public

   Data for the manuscript "Efficient Inverse Design Optimization through Multi-fidelity Simulations, Machine Learning, and Boundary Refinement Strategies" by Luka Grbcic (LBNL), Juliane Müller (NREL)…

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5. lukagrbcic.github.io lukagrbcic.github.io Public

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6. InverseBench InverseBench Public

   Inverse design benchmark suite that containts problems from science and engineering.

   Python