twhughes Goto Github PK

followers: 203.0 following: 22.0 repos: 32.0 gists: 2.0

Name: Tyler Hughes

Type: User

Company: Stanford University

Bio: Research scientist @ flexcompute Electromagnetic theory & simulation.

Location: Portland, OR

Blog: twhughes.github.io

Intro 👋

My name is Tyler W Hughes. I'm a research scientist specializing in computational physics.

In late 2019, I completed my PhD in applied physics from Stanford University working in the group of Professor Shanhui Fan. Here I worked on many projects in photonics, including laser-driven particle accelerators on a chip, optical machine learning hardware, and computational inverse design.

Since then I have been developing technology for fast, large scale electromagnetic simulations at Flexcompute Inc..

For more information on my projects, check out my personal website or my google scholar profile

Tyler Hughes's Projects

accelerator-control

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

accelerator_inverse_design

Automated inverse design of dielectric laser accelerator structures

adjoint-workshop

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

asciichart

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

autodidact

A pedagogical implementation of Autograd

autograd

Efficiently computes derivatives of numpy code.

autograd-sparse

Autograd wrapper for scipy.sparse

compressedsensing

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

dla

Diffusion Limited Aggregation in Javacsript

faraday-fdfd

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

fdtd_matlab

FDTD algorithm for MATLAB with animation and movie saving

fdtd_plus_postprocessing

Post (and pre) Processing Utilities for FDTD_Plus

fdtdpy

Electromagnetic FDTD algorithm in python.

finite-difference-frequency-domain

Electromagnetic frequency-domain solver

genetic_algorithm

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

kombucha-analytics

Django app for storing kombucha recipes and doing analytics

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)