samuelkim314

life-expectancy

A (likely flawed) view of life expectancy, inspired by the book "Four Thousand Weeks"

parametric-eql

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

topo-phc-opt

Automated Discovery and Optimization of 3D Topological Photonic Crystals

DeepBO

Deep Bayesian Optimization for Problems with High-Dimensional Structure

mpb

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

SymmetryBases.jl

Hilbert bases for crystalline bands (fermions and bosons) via Crystalline.jl

mpb

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

DeepSymReg

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

PhotonicBandConnectivity.jl

Calculate minimum band connectivities below the fundamental gap in photonic crystals

MPBUtils.jl

Crystalline.jl

Tools for crystallographic symmetry analysis

Brillouin.jl

Brillouin zones and paths for dispersion calculations in Julia.

Bayesian_neural_network_papers

Papers for Bayesian-NN

EQL_Tensorflow

Tensorflow implementation of equation learner

6.336-Nonlinear-Schrodinger-Equation

A nonlinear schrodinger equation solver

Optimizer

Harvard CS51 Final Project with Sam Kim and Crystal Stowell