Tyler Hughes's Projects
:boom: Algorithms on a mesh of optical interferometers for control of laser-driven accelerators on a chip
Automated inverse design of dielectric laser accelerator structures
Gentle introduction and demo of the adjoint variable method for electromagnetic inverse design
Nice-looking lightweight console ASCII line charts ╭┈╯ for NodeJS and browsers with no dependencies
A pedagogical implementation of Autograd
Efficiently computes derivatives of numpy code.
Autograd wrapper for scipy.sparse
Recovery of Sparse Matrix in O(N) via Compressed Sensing Techniques
Diffusion Limited Aggregation in Javacsript
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 algorithm for MATLAB with animation and movie saving
Post (and pre) Processing Utilities for FDTD_Plus
Electromagnetic FDTD algorithm in python.
Electromagnetic frequency-domain solver
Genetic algorithm to evolve a bit string to represent a specific numeric value.
Django app for storing kombucha recipes and doing analytics
NCRF++, an Open-source Neural Sequence Labeling Toolkit. It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components. (ACL 2018 demo paper)
A generative model for computing electromagnetic field solutions
Adjoint-based optimization and inverse design of photonic devices.
PyLops – A Linear-Operator Library for Python
Rich is a Python library for rich text and beautiful formatting in the terminal.
:running: Programmable workouts from the comfort of your terminal :running:
predicting equations from raw data with deep learning
Time-dependent density functional theory post-processing scripts for Quantum Espresso & ce-tddft output files
Systems-level modeling of on-chip optical power delivery for particle accelerators on a chip.
github profile
code for my personal website twhughes.github.io