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dalerxli's Projects

mesti.m icon mesti.m

multi-source electromagnetic simulations in frequency-domain

meta-transfer-learning icon meta-transfer-learning

TensorFlow and PyTorch implementation of "Meta-Transfer Learning for Few-Shot Learning" (CVPR2019)

meta_rayoptics icon meta_rayoptics

The lib is used to study the ideal behavior of metasurface. For classic optics, there are good ray tracing python libraries that support classic optics, like RayTracing (https://github.com/DCC-Lab/RayTracing#raytracing) and rayoptics (https://ray-optics.readthedocs.io/en/latest/).

meta_scmt icon meta_scmt

Meta_SCMT is a software to inverse design large-area dielectric metasurface. The key factor that differentiates the Meta_SCMT from current Local Periodic Approximation(LPA) based methods is that Meta_SCMT can achieve fullwave-level accuracy with much less computational resource.

metaatoms icon metaatoms

Generating metasurface layout and simulating metalens as the superposition of the point source

metalab icon metalab

Learn and design nanophotonic structures, surface plasmon devices... Using powerful machine learning algorithms(CNN, GBRT, differentiable forest...)

metalens icon metalens

Design, optimize, & simulate metasurface lenses (aka diffractive lenses), beam deflectors, gratings etc

metaoptics icon metaoptics

Generates metasurface GDSII layouts for a given phase mask and FDTD dimension vs phase data

metasurface-hologram icon metasurface-hologram

A large scale optimization project to develop Huygen's meta-surfaces that can project non-periodic holograms.

metazero icon metazero

MetaZero - A reinforcement learning program to optimise metasurface radar cross section (RCS) by self-playing. Inspired by AlphaZero.

micropython icon micropython

MicroPython - a lean and efficient Python implementation for microcontrollers and constrained systems

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