Simulation-based Inference for Particle Physics
Invited Plenary Talk, AI@LHC 2026, Peking University
Talks and presentations
Measurement of Jet Track Functions with OmniFold in ATLAS Run 2 Data
Invited Talk, ATLAS Machine Learning Forum, Virtual / CERN, Geneva
Measurement of Jet Track Functions with OmniFold-based Binning Corrections with the ATLAS Experiment
Plenary Talk, ML4Jets 2024, Paris, France
Jet Substructure Measurements in Multijet Production with the ATLAS Experiment
Plenary Talk, BOOST 2024, Genoa, Italy
Improving and Extending Precision Jet Substructure Measurements with Deep Learning Techniques
Seminar, LBNL High Energy Physics Seminar, Berkeley, CA, USA
Departmental seminar at Lawrence Berkeley National Laboratory on improvements and extensions to precision jet substructure measurements using deep learning, including the development of Neural Posterior Unfolding for amortized posterior inference.
Enabling Specialized Unfolding Methods with Modern Deep Learning Techniques
Invited Talk, France-Berkeley PHYSTAT Workshop, Paris, France
Probing Higher-Order DGLAP Evolution using OmniFold and Energy Correlators
Plenary Talk, BOOST 2023, Berkeley, CA, USA
Improving and Extending Precision Jet Substructure Measurements with Deep Learning Techniques
Seminar, Yale Wright Laboratory Seminar, New Haven, CT, USA
Departmental seminar on extending the precision of jet substructure measurements using modern deep learning techniques, including unbinned high-dimensional unfolding methods and their applications in ATLAS analyses.
Overview of Jet Calibration Techniques on ATLAS
Seminar, Hadronic Calibration Workshop, Virtual
Overview talk reviewing jet calibration techniques used by the ATLAS experiment, including pile-up mitigation and jet energy scale and resolution calibration. Also served as session co-chair.