Pinned Repositories
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
Plot2Spec
an automatic plot digitizer for spectroscopy images (i.e. XANES and Raman)
SciQu
This repository contains the script for building the LLM driven scientific data extraction tool
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.
ABnano's Repositories
ABnano/Plot2Spec
an automatic plot digitizer for spectroscopy images (i.e. XANES and Raman)
ABnano/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.
ABnano/ABnano.github.io
ABnano/BreathInfo
This repository contains the implementation and analysis of regression tasks using a diverse set of machine learning algorithms for respiratory diseases prediction.
ABnano/data-resources-for-materials-science
A list of databases, datasets and books/handbooks where you can find materials properties for machine learning applications.
ABnano/deepchem
Democratizing Deep-Learning for Drug Discovery, Quantum Chemistry, Materials Science and Biology
ABnano/Diabetes-Prediction
Machine learning approach to detect whether patien has the diabetes or not. Data cleaning, visualization, modeling and cross validation applied
ABnano/Emoprint
Recognition of Human emotions with the AI and wearable sensor for enhanced human-machine interaction
ABnano/espresso
Notes and tutorials on density functional theory calculations using Quantum Espresso.
ABnano/Essential-Databses
A collection of all the essential databases for you ML project.
ABnano/Gest-RECOG
This project is all about the different types of gesture recognitions with by using machine learning/deep learning algorithams
ABnano/KMeans-Clustering
Introduction and implementation of K-Means clustering.
ABnano/matminer_examples
A repo of examples for the matminer (https://github.com/hackingmaterials/matminer) code
ABnano/ML_QML_Spintronics
ABnano/MoS2-band-structure
Band structure of bulk 2H-phase MoS2
ABnano/MSE_Spring2024
The materials for the Spring Mathematics in Materials course at the UTK MSE
ABnano/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
ABnano/nano-descriptions
Algorithms for machine-learning analysis and descriptions of nanomaterials
ABnano/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.
ABnano/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.
ABnano/NNfunctional
ABnano/Organic_Semiconductors
ABnano/overleaf
A web-based collaborative LaTeX editor
ABnano/python_hpc_tutorial
ABnano/Quantum-Espresso-DOP
Calculation of properties of metals, Silicon and Graphenes, using density function theory in Quantum Espresso
ABnano/Quantum-Espresso-Tutorial-2019-Projects
ABnano/rag_ui_mat_v1.py
LLMs integrated Scientific Bot
ABnano/ROBIN
An analysis of a new experimentally-derived nucleic acid binding chemical library
ABnano/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
ABnano/workshop
The Materials Project Workshop Curriculum