abnano Goto Github PK

abnano.github.io

afm-image-segmentation

Atomic Force Microscopy (AFM) images with DNA strands and nucleosome can be segmented by Fully Convolutional Neural Networks (FCN). This repository contains scripts to design, train and validate them.

breathinfo

This repository contains the implementation and analysis of regression tasks using a diverse set of machine learning algorithms for respiratory diseases prediction.

data-resources-for-materials-science

A list of databases, datasets and books/handbooks where you can find materials properties for machine learning applications.

deepchem

Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology

diabetes-prediction

Machine learning approach to detect whether patien has the diabetes or not. Data cleaning, visualization, modeling and cross validation applied

emoprint

Recognition of Human emotions with the AI and wearable sensor for enhanced human-machine interaction

espresso

Notes and tutorials on density functional theory calculations using Quantum Espresso.

essential-databses

A collection of all the essential databases for you ML project.

gest-recog

This project is all about the different types of gesture recognitions with by using machine learning/deep learning algorithams

kmeans-clustering

Introduction and implementation of K-Means clustering.

matminer_examples

A repo of examples for the matminer (https://github.com/hackingmaterials/matminer) code

ml_qml_spintronics

mos2-band-structure

Band structure of bulk 2H-phase MoS2

multiclass_metasurface_inversedesign

Here, we use a conditional deep convolutional generative adversarial network (cDCGAN) to inverse design across multiple classes of metasurfaces. Reference: https://onlinelibrary.wiley.com/doi/10.1002/adom.202100548

nano-descriptions

Algorithms for machine-learning analysis and descriptions of nanomaterials

nanogenerator

This repository contains several ground state Density Functional Theory (DFT) calculations within the framework of Quantum Espresso of various bi-layers of 2D Transition Metal Dichalcogenides as their potential use as nano energy generators along with their electronic structures and structural stability calculations.

neuromorphic-computing-guide

Learn about the Neumorphic engineering process of creating large-scale integration (VLSI) systems containing electronic analog circuits to mimic neuro-biological architectures.

nnfunctional

organic_semiconductors

overleaf

A web-based collaborative LaTeX editor

plot2spec

an automatic plot digitizer for spectroscopy images (i.e. XANES and Raman)

python_hpc_tutorial

quantum-espresso-dop

Calculation of properties of metals, Silicon and Graphenes, using density function theory in Quantum Espresso

quantum-espresso-tutorial-2019-projects

robin

An analysis of a new experimentally-derived nucleic acid binding chemical library

vasp

Some VASP scripts, adapted from other sources

voicotromics

This repository focuses on the deployment of voice data to enhance biometrics comprehensively, through the integration of wearable piezoelectric sensors and an AI/ML model.

weather-data-clustering

This repository contains clustering techniques applied to minute weather data. It contains K-Means, Heirarchical Agglomerative clustering. I have applied various feature scaling techniques and explored the best one for our dataset

workshop

The Materials Project Workshop Curriculum