Umit Coskun's repositories
bmapping-pinn
A simple Physics Informed Neural Network (PINN) implementation in TensorFlow 2 for magnetic field mapping using finite amount of magnetic field measurements.
bloch-torrey-pinn
Solving Torrey-Bloch Equations via Physics-Informed Neural Networks (PINNs)
ucn-spin-track
Spin tracking simulation for Ultra Cold Neutrons (UCNs) and Helium-3 for the nEDM@SNS experiment.
commandline_mapper
A simple 3D magnetic field mapper automation system using Teknic motors and Bartington 3-axis magnetometers. Written in C++
data_acquisition
A Python data acquisition script for measuring intrinsic offsets of Bartington cryogenic single axis probes. Controls AutomationDirect stepper motors and relays connected to the power supply of the motors.
deepxde
A library for scientific machine learning and physics-informed learning
pytorch-exercise
My personal PyTorch exercise repository