zhaonat
applied physics PhD from Stanford University, currently working on AI for self driving cars
Stanford UniversityPalo Alto
Pinned Repositories
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
eigenwell
finite difference based eigensolving for Maxwell's equations and photonic structures
FDFD_modules
personal set of FDFD codes used for my research. Much of this has been inspired by Yu (Jerry) Shi and Wonseok Shin
finite_difference_domain_decomposition
implementation of finite difference frequency domain equations for Maxwell's equations and the exploration of domain decomposition, specifically Schur complements
py-maxwell-fd3d
A functional and efficient python implementation of the 3D version of Maxwell's equations
pythonFDTD
some basic algorithms explored on the Yee Grid in FDTD
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
zhaonat's Repositories
zhaonat/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).
zhaonat/cluster_monte_carlo
Exploration of metropolis-hastings (local) and Uli Wolff (cluster) algorithms on the Ising Model
zhaonat/py-maxwell-fd3d
A functional and efficient python implementation of the 3D version of Maxwell's equations
zhaonat/FDFD_modules
personal set of FDFD codes used for my research. Much of this has been inspired by Yu (Jerry) Shi and Wonseok Shin
zhaonat/RCWA_Stochastic_Optimizer
Stochastic Optimization with rigorous-coupled-wave-analysis (RCWA)
zhaonat/eigenwell
finite difference based eigensolving for Maxwell's equations and photonic structures
zhaonat/finite_difference_domain_decomposition
implementation of finite difference frequency domain equations for Maxwell's equations and the exploration of domain decomposition, specifically Schur complements
zhaonat/pythonFDTD
some basic algorithms explored on the Yee Grid in FDTD
zhaonat/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
zhaonat/shanks_born_series_fdfd
zhaonat/fdfd-armadillo
implementation of fdfd in C++
zhaonat/orbital_dynamics
simulating complex Newtonian dynamics with the Runge-Kutta algorithm
zhaonat/molecular_dynamics
exploration of MD simulations in MATLAB using the Verlet integrator
zhaonat/quantum_monte_carlo
implementation of determinant quantum monte carlo with some numerical enhancements for low temperature
zhaonat/CS230-Deep-Learning-NLP
CS230 Project in NLP and Deep Learning for Digital News Sentiment Analysis
zhaonat/fdfdpy
Pure Python implementation of the finite difference frequency domain (FDFD) method for electromagnetics
zhaonat/pymatgen_materials_project_api_miner
python code to construct useful atomistic and structural features for machine learning on materials
zhaonat/cs231n_tfR2N2
Building the R2N2 network using tensorflow
zhaonat/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
zhaonat/pythondata
repo for code published on pythondata.com