Name: Zuhal Cakir
Type: User
Company: Purdue University
Bio: Ph.D. student at Purdue University
@GreeleyGroup -
Computational catalyst modeling and material discovery for energy application
Twitter: zuhal_cakir
Location: West Lafayette, IN
Blog: https://zuhal.xyz/en/
Zuhal Cakir's Projects
Data Science
AMPtorch: Atomistic Machine Learning Package (AMP) - PyTorch
Using the Advanced Science Data Format (ASDF) in Python
The ATOM Modeling PipeLine (AMPL) is an open-source, modular, extensible software pipeline for building and sharing models to advance in silico drug discovery.
Quantum mechanical descriptor generation
Repository for scripts and notebooks from the book: Programming PyTorch for Deep Learning
An SE(3)-invariant autoencoder for generating the periodic structure of materials [ICLR 2022]
Crystal graph convolutional neural networks for predicting material properties.
Cobrapy Tutorial Review
Materials for a short course on convex optimization.
Parallel computing with task scheduling
Dask tutorial
Code for the book Deep Learning with PyTorch by Eli Stevens, Luca Antiga, and Thomas Viehmann.
Understanding upload a file from a local computer
Single camera based unsupervised and self supervised depth estimation.
Experimental Design via Bayesian Optimization
Material for Ploomber's tutorial
Public GitHub repo for SciPy 2022 tutorial (Introduction to Numerical Computing With NumPy)
How to do Bayesian statistical modelling using numpy and PyMC3
An introduction to network analysis and applied graph theory using Python and NetworkX
The fastai deep learning library
The fastai book, published as Jupyter Notebooks
A robot powered training repository :robot:
https://xtb-docs.readthedocs.io/en/latest/gsm.html
This project creates surface structures for a High Entropy Alloy(HEA) catalyst
Exploring open quantum systems with QuTiP (SciPy 2022 tutorial)