🔭 My name is Manon Bart, I’m a PhD student at Tulane University studying the intersection of machine learning with classical and quantum optics.
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Machine-Learning-for-Optical-Communication
Machine-Learning-for-Optical-Communication PublicCode for simulating higher order spatial modes in the presence of atmospheric turbulence. This data is also used for two machine learning projects to denoise and classify higher order spatial modes.
Jupyter Notebook 2
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Efficient-Optical-Neural-Network-Training
Efficient-Optical-Neural-Network-Training PublicThis project uses an optics-informed backpropagation algorithm to train diffractive neural network architectures efficiently.
Jupyter Notebook 2
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Generation-of-arbitrary-optical-linear-transformations
Generation-of-arbitrary-optical-linear-transformations PublicThis project uses data-driven techniques to determine phase masks on spatial light modulators for arbitrary linear transformations between two field-of-views and generate images.
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