GDSHelpers is an open-source package for automatized pattern generation for nano-structuring.
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Updated
May 25, 2022 - Python
GDSHelpers is an open-source package for automatized pattern generation for nano-structuring.
Simulate the magnetic response of 2D superconductors
Spectral Solver for the Ginzburg-Landau equation
Superconductors material dataset
Grobid module for superconductor material and properties extraction
Source of the short paper titled "Proposal of Automatic Extraction Framework of Superconductors related Information from Scientific literature"
Predicting critical temperature of Superconductors using multiple linear regression and XGBoost methods
Desktop app for lithography learning available for Windows, macOS, and Linux
Source of the paper "Automatic extraction of materials and properties from superconductors scientific literature"
Tools designed to extract Resonant Frequency & Coupling Quality Factor for Microwave Kinetic Inductance Detector Simulations using a Sonnet .csv data file.
Topological Superconductors - Notebooks for an introductory course
Superconductivity is a phenomenon where a charge can move through a material without any resistance. This allows electricity to be conducted at maximum efficiency. TensorFlow was used to make an accurate Neural Network.
A research paper detailing the model building process of principal component regression using mathematical notation and a demonstration using the superconductivity dataset from the UCI machine learning repository.
Transport solver for a two-terminal superconducting junction for probing a tight-binding mean-field structure
A website to quickly plot PPMS data and find the Critical current (Ic) of an IV curve. deployed at https://share.streamlit.io/iamashwin99/jj-ic-finder/main/app.py and https://jj-ic-finder.herokuapp.com/
Tools for general Tight Binding systems
Repository for the publication "Leveraging composition-based energy material descriptors for machine learning models"
Material parsers and other tools, scripts Initially developed for Grobid Superconductor
A term paper discussing the history, developments and applications of High Temperature Superconductors
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