Joosep Pata

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 11

Top Topics

Machine Learning

Top Venues

Astron. Comput.

Comput. Phys. Commun.

Publications

Torben Lange, Saswati Nandan, Joosep Pata, Laurits Tani, Christian Veelken
Tau lepton identification and reconstruction: A new frontier for jet-tagging ML algorithms. Comput. Phys. Commun. 298 (2024)
Farouk Mokhtar, Joosep Pata, Javier M. Duarte, Eric Wulff, Maurizio Pierini, Jean-Roch Vlimant
Progress towards an improved particle flow algorithm at CMS with machine learning. CoRR (2023)
Joosep Pata, Eric Wulff, Farouk Mokhtar, David Southwick, Mengke Zhang, Maria Girone, Javier M. Duarte
Scalable neural network models and terascale datasets for particle-flow reconstruction. CoRR (2023)
Joosep Pata, Javier M. Duarte, Farouk Mokhtar, Eric Wulff, Jieun Yoo, Jean-Roch Vlimant, Maurizio Pierini, Maria Girone
Machine Learning for Particle Flow Reconstruction at CMS. CoRR (2022)
Eric Wulff, Maria Girone, Joosep Pata
Hyperparameter optimization of data-driven AI models on HPC systems. CoRR (2022)
Abdullah Bazarov, María Benito, Gert Hütsi, Rain Kipper, Joosep Pata, Sven Põder
Sensitivity estimation for dark matter subhalos in synthetic Gaia DR2 using deep learning. Astron. Comput. 41 (2022)
Abdullah Bazarov, María Benito, Gert Hütsi, Rain Kipper, Joosep Pata, Sven Põder
Sensitivity Estimation for Dark Matter Subhalos in Synthetic Gaia DR2 using Deep Learning. CoRR (2022)
Joosep Pata, Javier M. Duarte, Jean-Roch Vlimant, Maurizio Pierini, Maria Spiropulu
MLPF: Efficient machine-learned particle-flow reconstruction using graph neural networks. CoRR (2021)
Farouk Mokhtar, Raghav Kansal, Daniel Diaz, Javier M. Duarte, Joosep Pata, Maurizio Pierini, Jean-Roch Vlimant
Explaining machine-learned particle-flow reconstruction. CoRR (2021)
Oceane Bel, Joosep Pata, Jean-Roch Vlimant, Nathan R. Tallent, Justas Balcas, Maria Spiropulu
Diolkos: improving ethernet throughput through dynamic port selection. CF (2021)
Joosep Pata, Maria Spiropulu
hepaccelerate: Fast Analysis of Columnar Collider Data. CoRR (2019)