Kishalay Das (KD)

Awesome-Crystal-GNNs. This repository contains a collection of resources and papers on GNN Models on Crystal Solid State Materials

crysgnn. CrysGNN : Distilling pre-trained knowledge to enhance property prediction for crystalline materials. (AAAI-2023)

crysmmnet. CrysMMNet: Multimodal Representation for Crystal Property Prediction (UAI-2023)

crysxpp. CrysXPP: An Explainable Property Predictor for Crystalline Materials (NPJ Computational Materials - 2022)

HAIN. Implementation of HAIN in paper IEEE BigDATA 2020: "Hypergraph Attention Isomorphism Network by Learning Line Graph Expansion".

TGDMat. Periodic Materials Generation using Text-Guided Joint Diffusion Model (ICLR 2025)

crysllmgen. CrysLLMGen - LLM Meets Diffusion: A Hybrid Framework for Crystal Material Generation. (NeurIPS 2025)

crystal_untagged_800K. CrysGNN : Un-tagged Dataset (AAAI-2023)

colour_blindness_detection-. Data Analysis Assignment regarding Colour blindness detection

The-Duckworth-Lewis-Stern-method. This is the repository for E0 259-Data-Analytics Course assignment for Module 1 -The Duckworth-Lewis-Stern method

Mars_Orbital_Plane. This is the repository for E0 259-Data-Analytics Course assignment for Module 2-Mars Orbital Plane.

myutil. This repo contains some small snippet of codes of random stuffs

kdmsit.github.io. CSS

Fashion-Mnist-Classification. This project is to implement neural network and convolutional neural network for the task of classifi- cation. The classification task will be that of recognizing an image and identify it as one of ten classes. You are required to train the classifiers using Fashion-MNIST clothing images.

LHCN. Code for paper LHCN submitted into PAKDD2020.

Effects-of-Smoking. This is the repository for E0 259-Data-Analytics Course assignment for Module 4-Effect of Smoking