2026

AI and experimental sciences

seminar Guest seminar · TalTech Institute of Chemistry and Biotechnology · Tallinn · March 19, 2026

“Cutting Through the Hype – Quantum and AI Technology Limits, Lessons, and Next Moves”

panel sTARTUp Day · Tartu · January 29, 2026

Particle flow reconstruction with a learnable, differentiable, efficient ML model

talk ZPW2026 · Zurich · January 5–7, 2026

2025

Science and society

invited TeadusEST · Tartu · December 4, 2025

Invited talk at the TalTech AI Retreat

invited TalTech AI Retreat · Estonia · November 27, 2025

Machine learning for data reconstruction

invited CERN OpenLab Workshop · CERN · March 4, 2025

Invited talk at the Estonian Academy of Sciences

invited Video · Tallinn · January 3, 2025

2024

Machine learning and computing for CERN in Estonia

talk CERN Baltic Conference slides · Tallinn · October 16, 2024

Fundamental research, physics, and AI at CERN

outreach Viimsi High School · Viimsi · June 6, 2024

Fundamental research at CERN

outreach University of Tartu outreach event for high-school graduates · Tartu · May 8, 2024

Machine learning for particle-flow reconstruction

plenary ACAT 2024 · Stony Brook · March 14, 2024

2023

HPC-friendly ML models for detector reconstruction

talk ML4Jets · Hamburg · November 6, 2023

2022

Machine learning for calorimetry and particle-flow reconstruction

invited Learning to Discover · Paris · April 19, 2022

Machine learning for data reconstruction at the LHC

colloquium MPML Lisbon · Virtual · February 3, 2022

2021

Machine learning for particle-flow reconstruction at CMS

talk ACAT 2021 · On behalf of CMS · Virtual · December 2, 2021

Graph neural networks

invited QU Data Science Basics · Virtual · 2021

2019

Measurements of ttH at CMS

talk Lake Louise · On behalf of CMS · Lake Louise · February 15, 2019