Duarte Lab @ UCSD Particle Physics and Machine Learning
Duarte Lab @ UCSD Particle Physics and Machine Learning
Principal investigator. Javier Duarte is an Associate Professor of Physics at UC San Diego and a member of the CMS experiment at the CERN Large Hadron Collider.
Resources for Getting Started in Research - Duarte Lab @ UCSD
A. Radovic et al., "Machine learning at the energy and intensity frontiers of particle physics", Nature 560, 41 (2018), doi:10.1038 ...
Teaching and Outreach - Duarte Lab @ UCSD
Duarte Lab @ UCSD Particle Physics and Machine Learning. About · Research ... Spring 2024. Physics 139/239: Machine Learning in Physics Webpage: https ...
Particle Physics and Machine Learning - Duarte Lab @ UCSD
Introduction¶. This domain centers around applying modern machine learning techniques to particle physics data. Result Replication¶. The bulk of the ...
... machine learning for trigger and computing as well as geometric deep learning for particle physics. Collapse Websites · Duarte Lab · Physics ...
Javier M. Duarte - Google Scholar
Associate Professor, UC San Diego - Cited by 222032 - high energy physics - particle physics - machine learning - higgs boson
In high energy physics (HEP), machine learning methods have emerged as an effective way to accurately simulate particle collisions at the Large Hadron Collider ...
Javier M. Duarte (@jmgduarte) / X
Associate prof @UCSanDiego on @CMSExperiment working on particle physics and machine learning. he/him/his San Diego, CA jduarte.physics.ucsd.edu
Javier Mauricio Duarte's lab | University of California, San Diego ...
There has been significant work recently in developing machine learning (ML) models in high energy physics (HEP) for tasks such as classification, simulation, ...
Javier Duarte - Associate Professor of Physics - UC San Diego
... machine learning for trigger and computing, and geometric deep learning for particle physics. ... physics course for third-year MIT undergraduates (Junior Lab).
Duarte Lab @ UCSD Particle Physics and Machine Learning. About · Research ... Javier Duarte. Principal Investigator. email: jduarte at ucsd dot edu. CV: pdf ...
Javier M. Duarte - Inspire HEP
Reweighting simulated events using machine-learning techniques in the CMS experiment ... Particle Physics. #20. Zihan Zhao(. UC, San Diego. ) ,. Farouk Mokhtar ...
Machine Learning Opportunities for the Next Generation of Particle ...
Bio: Javier Duarte is an Associate Professor of Physics at UC San Diego and a member of the CMS experiment at the CERN Large Hadron Collider. He leads a ...
Postdoc. Particle Physics Division, Fermi National Accelerator ... Reliable edge machine learning hardware for scientific applications · Tommaso ...
Particle Physics and Machine Learning at the CERN LHC & CMS (1/9)
UCSD. Introduction to Physics 191; Particle Physics and Machine Learning at the CERN LHC & CMS (1/9). by Javier Mauricio Duarte (Univ. of ...
Javier Duarte's articles on arXiv
Subjects: High Energy Physics - Experiment (hep-ex); Machine Learning (cs.LG); ... Laboratory, (5) Columbia University). Comments: 16 pages, 10 figures ...
Javier Mauricio Duarte University of California, San Diego | UCSD
Our lab is interested in: LHC data analysis for Higgs boson and exotic new physics, hardware-accelerated machine learning for trigger and computing, ...
I'm a high energy physics (HEP) PhD candidate at UCSD (Duarte Lab), on the CMS experiment at the Large Hadron Collider at CERN, and 2023 Fermilab LPC Graduate ...
for learning from particle physics data” and “Model compression and fast machine learning ... Exhibitor for UC San Diego Physics and Duarte Lab at the ...
SDSC, UC San Diego Physicist Receives 2024 Henry Primakoff Award
... particles and co-leads the Machine Learning Group. For SDSC, Duarte ... ML, fast electronics and experimental particle physics innovating across ...