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6.883-project-metaeql

brillouin.jl

Brillouin zones and paths for dispersion calculations in Julia.

cs181_pract2

cs181_pract3

CS 181 Practical 3

cs205-final-project

CS205 Final Project for Samuel Kim, Robert Hoyt, and Dmitry Vinichenko

deepbo

Deep Bayesian Optimization for Problems with High-Dimensional Structure

deepsymreg

Official repository for the paper "Integration of Neural Network-Based Symbolic Regression in Deep Learning for Scientific Discovery"

deepsymregtorch

PyTorch implementation of the EQL network, a neural network for symbolic regression

diamond_nv_experiment

Code for running experiments on diamond NV center confocal microscopy setup. Loncar Group.

mpb_abby_men

MIT Photonic-Bands: computation of photonic band structures in periodic media

mpbutils.jl

parametric-eql

Variant of the EQuation Learner (EQL) neural network architecture for performing symbolic regression on parametric equations with varying coefficients.

scatternet

Code for all work presented in Nanophotonic Particle Simulation and Inverse Design Using Artificial Neural Networks

topo-phc-opt

Automated Discovery and Optimization of 3D Topological Photonic Crystals

turf.jl

A Julia port of Turf.js http://turfjs.org/