Talks
ATLAS thesis award ceremony (Feb 2024). PC Marco Montella
Conferences & workshops
(Planned) b-tagging unlocks the Higgs potential
Invited plenary, DPG (German physics society) conference • abstract
Erlangen, Germany • Mar 2025
Machine Learning for Particle Physics
Invited, Belle II Germany workshop • slides
Bonn, Germany • Sep 2025
Introduction to High Energy Physics
Invited, MIAPbP Build Big or Build smart workshop • slides
Munich, Germany • Aug 2025
Detectors for 10 TeV Wakefield Colliders
Invited plenary, ALEGRO workshop • slides
SLAC, USA • Mar 2025
Finetuning Foundation Models
Invited, CMS Foundation Models mini-workshop • slides • recording
CERN, Switzerland • Oct 2024
Flavor tagging performance in ATLAS and CMS
Invited, COMETA General meeting • slides
Izmir, Turkey • Feb 2024
Hunting for di-Higgs in hadronic final states
Invited, GlühWien workshop on ML and HEP • slides
Vienna, Austria • Dec 2023
Background estimation in the HH → 4b searches
Invited plenary, Higgs 2023 • slides
Beijing, China • Nov 2023
Seminars
Transforming Jet flavour tagging on ATLAS
Research Progress Meeting Seminar
Berkeley, USA • Jul 2025
Transforming Jet flavour tagging on ATLAS
Santa Cruz Institute for Particle Physics Seminar
Santa Cruz, USA • Jul 2025
Foundation Models meets Jet Tagging
Physics at the TeV-Scale Group Seminar
Heidelberg, Germany • Nov 2024
Jet Flavour Tagging at the LHC
Center for Particle Physics, University of Siegen
Siegen, Germany • Nov 2024
Exploring the mysteries of the cosmos at the subatomic scales
European Space Observatory AI forum
Garching, Germany • Mar 2023
Set and sequence learning for particle identification at the LHC
Machine Learning and Science Forum
Berkeley, USA • Nov 2020
ATLAS workshops
These ATLAS workshops are large talks as they're attended by O(100) people, though links are internal to ATLAS.
HH → 4b: status and plans
Di-Higgs Workshop • slides
CERN • June 2025
New avenues for exploration with AI
Higgs and Di-Boson Searches (HDBS) Workshop • slides
Nikhef, Netherlands • July 2024
Flavor tagging working group summary
ATLAS Collaboration week • slides
Thessaloniki, Greece • June 2024
Highlights from Higgs and associated searches
ATLAS Collaboration week • slides
CERN • Feb 2024
A Search for Non-Resonant HH→4b
ATLAS Collaboration week, thesis award ceremony • slides
CERN • Feb 2024
Data-driven QCD estimation: state-of-the-art techniques and new ideas
di-Higgs Workshop • slides
CERN • Jan 2024
Machine Learning for Background Modelling
HDBS + EXOTICS Workshop • slides
Barcelona, Spain • Oct 2023
Machine Learning for Background Modeling
Higgs Workshop • slides
Tokyo, Japan • Oct 2023
Interpolation for data-driven backgrounds in HH → 4b
Higgs and Di-Boson Search Workshop • slides
Uppsala, Sweden • Sept 2022
Interpolation for background estimation in HH → 4b
ATLAS Machine Learning Workshop • slides
CERN • April 2021
Machine Learning for Low-Level Inputs
ATLAS Higgs and Di-Boson Search Workshop • slides
CERN • Aug 2020
Recent Developments in Flavour Tagging on ATLAS
ATLAS Machine Learning Workshop • slides
CERN • Nov 2019
ML for FTAG
Flavor tagging and tracking workshop • High pT • Truth Tracking • New NN architectures
DESY, Germany • June 2019