ai-scilab Goto Github PK

aierrorloganalysis

Repository for the analysis of log files of failing workflows of the CMS Experiment

alad-for-lhc

The code for the paper "Adversarially Learned Anomaly Detection on CMS Open Data: re-discovering the top quark"

anomalydetection

Variational Autoencoders for New Physics Mining at the Large Hadron Collider

exatrkx-neurips19

Code and instructions to reproduce the results of our NeurIPS 2019 paper

heptrkx-gnn-tracking

hhtobbyy

Repository for HH->bbgg analysis

in

Interaction Graph Network for Hbb

jedinet-code

JEDI-net: a jet identification algorithm based on interaction networks

jetanomaly_chep19

mpi_learn

An MPI-Based Python Framework for Distributed Training with Keras

mpi_opt

Hyperparameter optimization with MPI

nnlo

old-heptrkx.github.io

particleflow

Machine-learned, GPU-accelerated particle flow reconstruction for CMS

puppiml

Pileup mitigation at the Large Hadron Collider with Graph Neural Networks

qaml-z

QAML-Z: Quantum adiabatic machine learning with zooming

snn-cms

Neuromorphic computing (Spiking Neural Networks) with utilization of Intel Loihi chips in LHC experiments, CMS detector, the European Organization for Nuclear Research (CERN).

summer15-arashjofrehei

summer15-irene

summer15-marinakolosova

summer15-sahandseif

summer16-dannyw

Machine Learning for CMS data

summer16-nikolaushowe

summer16-olgal

Summer student project at CERN 2016

summer17-avikarp

Some of the summer work

summer17-kaustuv

Necessary macros to read and pre-process data, and iteratively feed data to neural networks. Also included are some of the model topologies, and functions to scan over and test performance of varying topologies for purpose of single-particle identification

summer17-vitoriab

Deep Neural Networks for Imaging Calorimetry at LCD – SURF Caltech/CERN 2017.

summer17-vitoriab-nb

Deep Neural Networks for Imaging Calorimetry at LCD – SURF Caltech/CERN 2017.

summer18-alexanderz

Caltech SURF 2018: Optimizing CMS Event Simulation Using Evolutionary Computing Techniques

summer18-dominykas-weta