anqiclaire

deep-learning-based-nanocomposite-psp-relationship-study

repository of the code and the data used in paper "Mining structure-property relationships in polymer nanocomposites using data driven finite element analysis and multi-task convolutional neural network"

metastudy

CNN assisted metamaterial property prediction

metaviz

visualization tool designed for metamaterials

ML-viscoelasticity

bubble_chart_doi

DCGAN-tensorflow

A tensorflow implementation of "Deep Convolutional Generative Adversarial Networks"

dcgan_code

Deep Convolutional Generative Adversarial Networks

GAIA

Generative Adversarial Interpolative Autoencoder (GAIA) is a Generative Adversarial Network (GAN) made up of Autoencoders (AE) trained explicitly on interpolations to promote convexity and better latent interpolations.

generative-models

Collection of generative models, e.g. GAN, VAE in Pytorch and Tensorflow.

InfoGAN

Code for reproducing key results in the paper "InfoGAN: Interpretable Representation Learning by Information Maximizing Generative Adversarial Nets"

LeetCode

LeetCode刷题记录

microstructure-ve

miscellaneous

nanomine

NanoMine Nanocomposites Data Resource (master branch is production)

nanomine-mdcs

NanoMine

nanomine-schema

NanoMine Schema and XLS input forms

NanomineViz

the visualization web app for nanomine project

nm_curation_batch_template_generation

Batch master template generation for batch curation of computational (FEA/MD) data into NanoMine.

tensorflow-vgg

VGG19 and VGG16 on Tensorflow

VE-FEA-surrogate

Surrogate model to replace FEA for VE response on PNC.

xgboost

Scalable, Portable and Distributed Gradient Boosting (GBDT, GBRT or GBM) Library, for Python, R, Java, Scala, C++ and more. Runs on single machine, Hadoop, Spark, Flink and DataFlow