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Name: Chuang
Type: User
Company: University of Antwerp
Bio: I am a PhD candidate majoring in electron microscopy.
Location: Antwerp Belgium
Name: Chuang
Type: User
Company: University of Antwerp
Bio: I am a PhD candidate majoring in electron microscopy.
Location: Antwerp Belgium
All Algorithms implemented in Python
Jupyter Notebooks for Springer book "Python for Probability, Statistics, and Machine Learning"
Collection of my Python projects
ASU Research Computing :: materials from hosted workshops
The ability to manipulate domains and domain walls underpins function in a range of next-generation applications of ferroelectrics. While there have been demonstrations of controlled nanoscale manipulation of domain structures to drive emergent properties, such approaches lack an internal feedback loop required for automation. Here, using a deep sequence-to-sequence autoencoder we automate the extraction of features of nanoscale ferroelectric switching from multichannel hyperspectral band-excitation piezoresponse force microscopy of tensile-strained PbZr0.2Ti0.8O3 with a hierarchical domain structure. Using this approach, we identify characteristic behavior in the piezoresponse and cantilever resonance hysteresis loops, which allows for the classification and quantification of nanoscale-switching mechanisms. Specifically, we are able to identify elastic hardening events which are associated with the nucleation and growth of charged domain walls. This work demonstrates the efficacy of unsupervised neural networks in learning features of the physical response of a material from nanoscale multichannel hyperspectral imagery and provides new capabilities in leveraging multimodal in operando spectroscopies and automated control for the manipulation of nanoscale structures in materials.
Three-dimensional electron density reconstruction using simultaneous algebraic reconstruction tomography
Books Papers, Courses & more I have to learn soon
MATLAB ptychography engines from Sheffield University
Package to use an FCN to learn defects from STEM imaging
A single package for analyzing atomic resolution STEM, 4D-STEM and STEM-EELS datasets, along with basic STEM simulation functionality
tensorflow2中文教程,持续更新(当前版本:tensorflow2.0),tag: tensorflow 2.0 tutorials
software for alignment and 3-D reconstruction of electron tomography tilt series
A set of tools for aligning and reconstructing electron tomography data
PtyPy tutorials
This repo presents my personal collection of code and data used for the paper "Achieving sub-0.5-angstrom–resolution ptychography in an uncorrected electron microscope"
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.