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zjs's Projects

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Unsupervised fingerprinting of disordered solids leading to analogical materials discovery.

-1 icon -1

Arduino compatible Risc-V Based SOC

-predicting icon -predicting

Scripts for replicating a paper on predicting the properties of materials with machine learning

2d icon 2d

Deep learning-based feature detection for GIXD data

ann-models icon ann-models

Public release of data and code for materials synthesis generation

back-0 icon back-0

A 32 bit RISCV Based SOC with QSpi , Uart and 8 bit SDRAM Controller tagetted to efebless shuttle program

cnn icon cnn

Crystal graph convolutional neural networks for predicting material properties.

dscribe icon dscribe

DScribe is a python package for creating machine learning descriptors for atomistic systems.

materials icon materials

R&D for the Digital Ecosystem for DoE Materials Modeling project

mooc-e902 icon mooc-e902

IC design and development should be faster,simpler and more reliable

pyml icon pyml

Python and Machine Learning Course

pysisso icon pysisso

Python interface to the SISSO (Sure Independence Screening and Sparsifying Operator) method.

pyxtal_ff icon pyxtal_ff

Machine Learning Interatomic Potential Predictions

qspim-0- icon qspim-0-

SPI Master Optimized for RISC V Instruction memory Prefecth

rapid icon rapid

Data-connected jupyter notebook for the RAPID paper

sissokit icon sissokit

Modules for cross validation, evaluation and plot of SISSO

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