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2020-07-13-pyhep2020-tutorial

abinitio-methods

Lecture materials for: Ab initio methods in solid state physics.

bandgappredictor

Predict the band gap energy for inorganic materials

bandgappredictorpublic

blog_posts

all blog posts

cern-scint-sim

This is a collection of code that allows me to simulate different scintillator setups from my time at cern

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

cp-cobalt-spectrum

Simulating the ADC spectrum of a Co-60 source as recorded by a scintillator-based gamma-ray detector

crystal

Benchmark optical photons with Geant4

dark-matter-research

Enclosed are two different pulse shape discrimination algorithms that can be used to discriminate between gamma and neutron recoil data and plot the results.

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"

denoise

A generic denoising method for 1D spectra based on singular value decomposition

dmlltdetectorpulsediscriminator

DMLLTDetectorPulseDiscriminator - A supervised Machine Learning Approach for shape-sensitive Detector Pulse Discrimination in Lifetime Spectroscopy Applications

esc

Elements of Scientific Computing

espresso

Notes and tutorials on density functional theory calculations using Quantum Espresso.

excitonquenching

Calculation of ionization quenching correction factors in organic plastic scintillators exposed to ion beams

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.

gamma-view

Master's project: scintillation camera data processing

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:

intro-to-kmc

Introduction to kinetic Monte Carlo (kMC) Simulations with Examples in Jupyter Notebooks

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

kmc

Kinetic Monte Carlo Code for Lithium Diffussion

libpeak

Methods of peak detection for analytical instruments

lmoopticalphoton

Geant4 CUPID LMO + LD simulation for optical photons + optical crosstalk

meltingpointanalysis

Analysis of simulated data of four materials with different intermolecular interaction strengths.