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

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

Automated Discovery and Optimization of 3D Topological Photonic Crystals

Deep Bayesian Optimization for Problems with High-Dimensional Structure

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

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

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

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

Calculate minimum band connectivities below the fundamental gap in photonic crystals

Tools for crystallographic symmetry analysis

Brillouin zones and paths for dispersion calculations in Julia.

Papers for Bayesian-NN

Tensorflow implementation of equation learner

A nonlinear schrodinger equation solver

Harvard CS51 Final Project with Sam Kim and Crystal Stowell