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Homepage of Sascha Caron
Associate Professor
Radboud University and Nikhef

Particle Physics, Dark Matter,
Colliders, Machine Learning,
ATLAS experiment, Phenomenology,
Data-derived Search Strategies


About

I'm a particle physicists and work since begin 2006 for the ATLAS experiment at CERN (Geneva). I was a member of the DØ experiment at Fermilab (Chicago) between 2004 and 2006 and a member of the H1 experiment at DESY (in Hamburg) between 1998 and 2004.

My research objective is the discovery of a signal of physics beyond our current theory of the microscopic world (the so called Standard Model). Select some of the research topics from the menu bar.
- A complete list of my papers (also with ATLAS, D0 and H1) can be found : here
- My Outreach work and some review articles
- Interested in really old stuff? My Ph.D. thesis and diploma thesis at the RWTH Aachen can be found here.
- For those even more interested in my physics life: An ultrashort CV .
ATLAS Experiment

RESEARCH: ATLAS EXPERIMENT

ATLAS Experiment
This is a collection of work that I am doing in ATLAS (including some links to notes, papers and relevant webpages):

Coordination activities: Monte Carlo studies, Data analysis, software, trigger, upgrade activities:
Data Science and Machine Learning for Particle Physics & Dark Matter

RESEARCH: DATA SCIENCE & MACHINE LEARNING IN PARTICLE PHYSICS

I work on the following topics:
- A database for high-parameteric data in the fields of Astro and Particlephysic : Prototype at idarksurvey (based on SPOT developed with the Dutch escience center)
- Using Machine Learning and advanced data analysis to identify the nature of Dark Matter. We initated the worldwide first workshop and build a community. Go to darkmachines.org
- The the idark project with the Dutch escience center
- The BSM-AI project to use machine learning to learn the global model-data: susy-ai & bsm-ai
- The ASTRO-AI projec to use ConvNets for Astrophysics, a first paper is : ConvNets for gamma-rays

- Data-derived searches for New Physics and search algorithms:
work in H1 experiment, , work in ATLAS

Phenomenology

RESEARCH: PHENOMENOLOGY & DATA SCIENCE IN PARTICLE PHYSICS



Teaching

Teaching

@Radboud University Nijmegen: