twhughes

angler

Frequency-domain photonic simulation and inverse design optimization for linear and nonlinear devices

ceviche

:shrimp: Electromagnetic Simulation + Automatic Differentiation

wavetorch

🌊 Numerically solving and backpropagating through the wave equation

tidy3d

Fast electromagnetic solver (FDTD) at scale.

rasa_lookup_demo

Improving entity extraction from text using the lookup table feature in rasa_nlu

Adjoint-Workshop

Gentle introduction and demo of the adjoint variable method for electromagnetic inverse design

CompressedSensing

Recovery of Sparse Matrix in O(N) via Compressed Sensing Techniques

PhD_Thesis

Adjoint-based optimization and inverse design of photonic devices.

Script_My_Workout

:running: Programmable workouts from the comfort of your terminal :running:

Symbolic-Regression

predicting equations from raw data with deep learning

twhughes/Symbolic-Regression

predicting equations from raw data with deep learning

twhughes/Adjoint-Workshop

Gentle introduction and demo of the adjoint variable method for electromagnetic inverse design

twhughes/Script_My_Workout

:running: Programmable workouts from the comfort of your terminal :running:

twhughes/PhD_Thesis

Adjoint-based optimization and inverse design of photonic devices.

twhughes/CompressedSensing

Recovery of Sparse Matrix in O(N) via Compressed Sensing Techniques

twhughes/TD-DFT

Time-dependent density functional theory post-processing scripts for Quantum Espresso & ce-tddft output files

twhughes/Accelerator_Inverse_Design

Automated inverse design of dielectric laser accelerator structures

twhughes/Finite-Difference-Frequency-Domain

Electromagnetic frequency-domain solver

twhughes/Accelerator-Control

:boom: Algorithms on a mesh of optical interferometers for control of laser-driven accelerators on a chip

twhughes/fdfd_suite

This repository contains Matlab programs that can efficiently perform a comprehensive list of 2D electromagnetic simulations based on the finite difference frequency domain (FDFD) technique

twhughes/neural-maxwell

A generative model for computing electromagnetic field solutions

twhughes/Tree-Branch-Accelerator

Systems-level modeling of on-chip optical power delivery for particle accelerators on a chip.

twhughes/autograd-sparse

Autograd wrapper for scipy.sparse

twhughes/Faraday-FDFD

twhughes/Genetic_Algorithm

Genetic algorithm to evolve a bit string to represent a specific numeric value.

twhughes/pylops

PyLops – A Linear-Operator Library for Python

twhughes/twhughes.github.io

code for my personal website twhughes.github.io

twhughes/asciichart

Nice-looking lightweight console ASCII line charts ╭┈╯ for NodeJS and browsers with no dependencies

twhughes/autodidact

A pedagogical implementation of Autograd

twhughes/autograd

Efficiently computes derivatives of numpy code.

twhughes/DLA

Diffusion Limited Aggregation in Javacsript

twhughes/FDTD_Plus_postprocessing

Post (and pre) Processing Utilities for FDTD_Plus

twhughes/Kombucha-Analytics

Django app for storing kombucha recipes and doing analytics

twhughes/NCRFpp

NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (ACL 2018 demo paper)

twhughes/ParticleTracking

twhughes/rich

Rich is a Python library for rich text and beautiful formatting in the terminal.

twhughes/Trajectory-Prediction

twhughes/twhughes

github profile

twhughes/WebBot

Bot to automatically query website search box and return results

twhughes/xarray

N-D labeled arrays and datasets in Python