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William Sun's Projects

gpt2-chinese icon gpt2-chinese

Chinese version of GPT2 training code, using BERT tokenizer.

gpt2-ml icon gpt2-ml

GPT2 for Multiple Languages, including pretrained models. GPT2 多语言支持, 15亿参数中文预训练模型

gsoc icon gsoc

Google Summer of Code projects

gsql-docs icon gsql-docs

Source file repository for GSQL language reference

gu-thesis-2020 icon gu-thesis-2020

Contains the code relating to the honours thesis written by Alex Gu under supervision of Dr. Ruth Knibbe, titled "Predicting Perovskite Formation Energy using Machine Learning in the development of Oxygen Electrode Materials for High Temperature Electrolysis in Solid Oxide Fuel Cells".

h2o-2 icon h2o-2

h2o = fast statistical, machine learning & math runtime for bigdata

h2o-3 icon h2o-3

Open Source Fast Scalable Machine Learning API For Smarter Applications (Deep Learning, Gradient Boosting, Random Forest, Generalized Linear Modeling (Logistic Regression, Elastic Net), K-Means, PCA...)

h2o-flow icon h2o-flow

Web based interactive computing environment for H2O

high-efficient-cigs-based-solar-cell icon high-efficient-cigs-based-solar-cell

To simulate the high efficiency CIGS(Cu(In,Ga)Se2) based Solar Cell using SCAPs 1D tool and analyze the influence of buffer layer on the CIGS-based Solar cell. Also PV parameters are calculated for different buffer layer (CdS,ZnS,ZnSe) and find the alternative of CdS.

hot-carrier-cooling icon hot-carrier-cooling

Jupyter notebooks outlining theory and calculations for hot polaron cooling in halide perovskite solar cells

hyperafm icon hyperafm

Correlating electronic and chemical structures of materials to develop an understanding of the relationship between the nanoscale chemical structure and electrical properties of materials to accelerate their progress in the application as the active layer in solar cells.

hypercarlo icon hypercarlo

HyPerCarlo is a Monte Carlo lattice simulator for Hybrid Perovskites. This was inspired by Jarvist Frost's StarryNight code: http://pubs.acs.org/doi/abs/10.1021/nl500390f, "Atomistic Origins of High-Performance in Hybrid Halide Perovskite Solar Cells". Nano Lett., 2014, 14 (5), pp 2584–2590. However, I wanted to write my own lattice simulator with nice classes etc. The main reason I wanted to do this was to make a nice, clean code that I could use for a wide variety of models extending beyond hybrid perovskites. I.e anything with a lattice-Hamiltonian. I also want to eventually let users specify their own lattice Hamiltonians in input files, however in initial stages these will be hard-coded in. Note: I want this model to treat longer range interactions in a more rigorous manner so I will need to use an algorithm along the lines of http://csml.northwestern.edu/resources/Preprints/mclr.pdf. Andrew P. McMahon, Theory and Simulation of Materials, Imperial College London. Code was begun on 25/1/2016

hystanalysis icon hystanalysis

some MATLAB code to analyze hysteresis in (perovskite) solar cell IV curves

icecaps icon icecaps

Intelligent Conversation Engine: Code and Pre-trained Systems. Version 0.2.0.

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