Talks and Posters

Jul 24, 2023 Princeton Talk

UCI Particle/Astro ML Seminar, Generative transformers and how to evaluate them (+ Lorentz-equivariant networks)

Jun 27, 2023 UC Irvine Invited Talk

PHYSTAT-2samples Workshop, Applications of two-sample goodness-of-fit tests to deep generative models

Jun 1, 2023 Virtual Talk

Deep Dive: Fast and accurate simulation techniques (CMS-only), Evaluation Metrics for FastSim

May 31, 2023 CERN Talk

US CMS Annual Collaboration Meeting (CMS-only), Multivariate goodness of fit testing for evaluating HEP generative models

May 31, 2023 Carnegie Mellon Talk

CMS Statistics Committee (CMS-only), Multivariate goodness of fit testing for evaluating HEP generative models

May 22, 2023 CERN Talk

Inter-Experimental ML Group Meeting, Generative transformers and how to evaluate them

Feb 14, 2023 CERN Talk

Computing Upgrades R&D (CMS-only), FastSim on GPUs

Dec 13, 2022 CERN Talk

Foundation models and fast detector simulation, Generative transformers and how to evaluate them

Nov 21, 2022 CERN Invited Talk

ML4Jets, On the Evaluation of Generative Models in HEP

Nov 1, 2022 Rutgers (Virtual) Talk

PyHEP 2022 Workshop, JetNet library for machine learning in high energy physics

Sep 16, 2022 Virtual Talk

Machine Learning at GGI, Discussion on Generative Models

Sep 14, 2022 Galileo Galilei Institute, Florence Poster

Machine Learning at GGI, Particle Cloud Generation with Message Passing GANs

Sep 9, 2022 Galileo Galilei Institute, Florence Poster

CMS ML Town Hall 2022, Overview and Outlook: Machine Learning for Simulation

Jul 21, 2022 CERN Invited Talk

Snowmass Community Summer Study, Particle Cloud Generation with Message Passing GANs

Jul 17, 2022 UW Seattle Poster

Fermilab LPC Physics Forum, Machine Learning for LHC Simulations

Jul 14, 2022 Fermilab Invited Talk

APS April Meeting 2022, Particle Cloud Generation with Message Passing GANs

Apr 10, 2022 New York Poster

APS April Meeting 2022, Search for boosted Higgs boson pair production in the bbVV all-hadronic final state in CMS

Apr 9, 2022 New York Talk

NeurIPS 21 Main Conference, Particle Cloud Generation with Message Passing GANs

Dec 3, 2021 NeurIPS 21 (Virtual) Poster

ACAT '21, Particle Cloud Generation with Message Passing GANs

Nov 28, 2021 South Korea (Virtual) Poster

LPCC Fast Detector Simulation Workshop, Validation Techniques for Machine-Learned FastSim

Nov 23, 2021 CERN (Virtual) Invited Talk

HSF New ML Techniques for Simulation Meeting, Particle Cloud Generation with Message Passing GANs

Nov 8, 2021 CERN (Virtual) Talk

University of Washington EPE ML Seminar, Particle Cloud Generation with Message Passing GANs

Oct 11, 2021 University of Washington (Virtual) Invited Talk

ML4Jets, Particle Cloud Generation with Message Passing GANs

Jul 7, 2021 University of Heidelberg (Virtual) Talk

MITP Machine Learning for Particle Physics Workshop, Particle Cloud Generation with Message Passing GANs

Jun 23, 2021 Mainz Institute for Theoretical Physics (Virtual) Invited Talk

CMS Machine Learning Forum, Sparse Data Generation

May 5, 2021 CERN (Virtual) Talk

JMU Artificial Intelligence and Machine Learning Seminar, Graph GANs for High Energy Physics Data Generation

Mar 18, 2021 James Madison University (Virtual) Invited Talk

BIDS Deep Generative Models for Fundamental Physics Meeting, Graph GANs for High Energy Physics Data Generation

Mar 17, 2021 Berkeley Institute for Data Science (Virtual) Invited Talk

ICL DataLearning Seminar, Graph GANs for High Energy Physics Data Generation

Feb 2, 2021 Imperial College London (Virtual) Invited Talk

NeurIPS 2020 Machine Learning and the Physical Sciences Workshop, Graph GANs for Sparse Data Generation in High Energy Physics

Dec 11, 2020 NeurIPS 2020 (Virtual) Poster

Inter-Experimental LHC Machine Learning Working Group Meeting, Sparse Data Generation with Graph GANs

Nov 23, 2020 CERN (Virtual) Talk

IRIS-HEP Review Meeting, Deep Graph Neural Networks for Fast HGCAL Simulation

Feb 27, 2020 Princeton Poster

CMS Machine Learning Forum, Deep Graph Neural Networks for Fast HGCAL Simulation

Aug 28, 2019 CERN Talk

IRIS-HEP Topical Meeting, Deep Graph Neural Networks for Fast HGCAL Simulation

Aug 21, 2019 Virtual Talk

CERN Openlab Lightning Talks, Deep Graph Neural Networks for Fast HGCAL Simulation

Aug 13, 2019 CERN Talk Runner-Up Award

UCSD Dean of Physical Sciences' Leadership Council Poster Presentations, Arbitrary Positioning and Manipulation of Ultra-Cold Atoms with Optical Tweezers

Oct 12, 2018 UC San Diego Invited Poster

William A. Lee Undergraduate Research Award Poster Presentations, Arbitrary Positioning and Manipulation of Ultra-Cold Atoms with Optical Tweezers

Aug 30, 2018 UC San Diego Poster

UC San Diego Undergraduate Research Conference, Holographic Optical Tweezers

May 5, 2018 UC San Diego Talk