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2020 – today
- 2025
[j3]Laurits Tani, Nalong-Norman Seeba, Hardi Vanaveski, Joosep Pata, Torben Lange:
A unified machine learning approach for reconstructing hadronically decaying tau leptons. Comput. Phys. Commun. 307: 109399 (2025)- 2024
- [j2]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: 109095 (2024) - 2023
- [i8]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 abs/2303.17657 (2023) - [i7]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 abs/2309.06782 (2023) - 2022
- [j1]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: 100667 (2022) - [i6]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 abs/2203.00330 (2022) - [i5]Eric Wulff, Maria Girone, Joosep Pata:
Hyperparameter optimization of data-driven AI models on HPC systems. CoRR abs/2203.01112 (2022) - [i4]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 abs/2203.08161 (2022) - 2021
- [c1]Oceane Bel, Joosep Pata, Jean-Roch Vlimant, Nathan R. Tallent, Justas Balcas, Maria Spiropulu:
Diolkos: improving ethernet throughput through dynamic port selection. CF 2021: 83-92 - [i3]Joosep Pata, Javier M. Duarte, Jean-Roch Vlimant, Maurizio Pierini, Maria Spiropulu:
MLPF: Efficient machine-learned particle-flow reconstruction using graph neural networks. CoRR abs/2101.08578 (2021) - [i2]Farouk Mokhtar, Raghav Kansal, Daniel Diaz, Javier M. Duarte, Joosep Pata, Maurizio Pierini, Jean-Roch Vlimant:
Explaining machine-learned particle-flow reconstruction. CoRR abs/2111.12840 (2021)
2010 – 2019
- 2019
- [i1]Joosep Pata, Maria Spiropulu:
hepaccelerate: Fast Analysis of Columnar Collider Data. CoRR abs/1906.06242 (2019)
Coauthor Index
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