GuynTL's repositories
NN-PSA-tutorial
A tutorial on using TensorFlow to build neural networks for pulse shape analysis and discrimination.
abinitio-methods
Lecture materials for: Ab initio methods in solid state physics.
cnn-psd
A CNN implemented with Keras (Tensorflow backend) for Pulse Shape Discrimination, currently used on muon/pion waveforms.
cnn-text-classification-tf
Convolutional Neural Network for Text Classification in Tensorflow
DDRS4PALS
DDRS4PALS - A software for the acquisition and simulation of positron lifetime spectra (PALS) using the DRS4 evaluation board.
deep-learning-UHECR-PMT-signals
:books: Code of the paper "Deep learning to classify ultra-high-energy cosmic rays by means of PMT signals"
esc
Elements of Scientific Computing
espresso
Notes and tutorials on density functional theory calculations using Quantum Espresso.
fastai
The fastai deep learning library
G4OpticksTest
Example that demonstrates how to use opticks from within of Geant4 for the creation and propagation of optical photons.
geant4
Geant4 toolkit for the simulation of the passage of particles through matter - NIM A 506 (2003) 250-303
github-slideshow
A robot powered training repository :robot:
jax
Composable transformations of Python+NumPy programs: differentiate, vectorize, JIT to GPU/TPU, and more
kafe2
Karlsruhe Fit Environment 2: a Python package for parameter estimation
libPeak
Methods of peak detection for analytical instruments
LMOopticalphoton
Geant4 CUPID LMO + LD simulation for optical photons + optical crosstalk
Neutron-Gamma-PSD-2023-UNITO
Neutron Gamma Pulse Shape Discrimination using PCNN and CNN
nvidia-cuda-tutorial
Nvidia contributed CUDA tutorial for Numba
onedrive
#1 Free OneDrive Client for Linux
psi4numpy
Combining Psi4 and Numpy for education and development.
PyNCband
Python NanoCrystal Bandgap calculator. A very simple, minimalist calculation of bandgaps for core-shell quantum dots in the first-order approximation
pyQErho
python code to generate charge density initial guess for Quantum Espresso
quantum-mechanics
A collection of jupyter notebooks for quantum mechanics tutorials.
ray
An open source framework that provides a simple, universal API for building distributed applications. Ray is packaged with RLlib, a scalable reinforcement learning library, and Tune, a scalable hyperparameter tuning library.
scientific-visualization-book
An open access book on scientific visualization using python and matplotlib
scint_psd
Pulse shape analysis for organic scintillator radiation detectors
vasp
New ASE compliant Python interface to VASP