zhaonat Goto Github PK

captcha-breaker-with-cnns

Collaboration on using CNNs for reading distorted letters common in CAPTCHA systems. Autumn 2017 Stanford CS229 Best Poster in Computer Vision

cluster_monte_carlo

Exploration of metropolis-hastings (local) and Uli Wolff (cluster) algorithms on the Ising Model

cs230-deep-learning-nlp

CS230 Project in NLP and Deep Learning for Digital News Sentiment Analysis

cs231n_tfr2n2

Building the R2N2 network using tensorflow

eigenwell

finite difference based eigensolving for Maxwell's equations and photonic structures

fdfd-armadillo

implementation of fdfd in C++

fdfd_modules

personal set of FDFD codes used for my research. Much of this has been inspired by Yu (Jerry) Shi and Wonseok Shin

fdfdpy

Pure Python implementation of the finite difference frequency domain (FDFD) method for electromagnetics

finite_difference_domain_decomposition

implementation of finite difference frequency domain equations for Maxwell's equations and the exploration of domain decomposition, specifically Schur complements

mantis

Repository for creating a new MOOSE based application - significant changes here are for setting up simulations of multilayer dynamics using the Cahn-Hilliard Model

molecular_dynamics

exploration of MD simulations in MATLAB using the Verlet integrator

orbital_dynamics

simulating complex Newtonian dynamics with the Runge-Kutta algorithm

py-maxwell-fd3d

A functional and efficient python implementation of the 3D version of Maxwell's equations

pymatgen_materials_project_api_miner

python code to construct useful atomistic and structural features for machine learning on materials

pythondata

repo for code published on pythondata.com

pythonfdtd

some basic algorithms explored on the Yee Grid in FDTD

quantum_monte_carlo

implementation of determinant quantum monte carlo with some numerical enhancements for low temperature

rcwa_stochastic_optimizer

Stochastic Optimization with rigorous-coupled-wave-analysis (RCWA)

rigorous-coupled-wave-analysis

modules for semi-analytic fourier series solutions for Maxwell's equations. Includes transfer-matrix-method, plane-wave-expansion-method, and rigorous coupled wave analysis (RCWA).

shanks_born_series_fdfd