Joosep Pata - RankMe

13 papers Journal 12Unranked 1

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	A unified machine learning approach for reconstructing hadronically decaying tau leptons. Comput. Phys. Commun. Laurits Tani, Nalong-Norman Seeba, Hardi Vanaveski, Joosep Pata, Torben Lange
2025	J	`jnl`	Fine-tuning machine-learned particle-flow reconstruction for new detector geometries in future colliders. CoRR Farouk Mokhtar, Joosep Pata, Dolores Garcia, Eric Wulff, Mengke Zhang, Michael Kagan, Javier M. Duarte
2024	J	`jnl`	Tau lepton identification and reconstruction: A new frontier for jet-tagging ML algorithms. Comput. Phys. Commun. Torben Lange, Saswati Nandan, Joosep Pata, Laurits Tani, Christian Veelken
2023	J	`jnl`	Progress towards an improved particle flow algorithm at CMS with machine learning. CoRR Farouk Mokhtar, Joosep Pata, Javier M. Duarte, Eric Wulff, Maurizio Pierini, Jean-Roch Vlimant
2023	J	`jnl`	Scalable neural network models and terascale datasets for particle-flow reconstruction. CoRR Joosep Pata, Eric Wulff, Farouk Mokhtar, David Southwick, Mengke Zhang, Maria Girone, Javier M. Duarte
2022	J	`jnl`	Hyperparameter optimization of data-driven AI models on HPC systems. CoRR Eric Wulff, Maria Girone, Joosep Pata
2022	J	`jnl`	Machine Learning for Particle Flow Reconstruction at CMS. CoRR Joosep Pata, Javier M. Duarte, Farouk Mokhtar, Eric Wulff, Jieun Yoo, Jean-Roch Vlimant, Maurizio Pierini, Maria Girone
2022	J	`jnl`	Sensitivity Estimation for Dark Matter Subhalos in Synthetic Gaia DR2 using Deep Learning. CoRR Abdullah Bazarov, María Benito, Gert Hütsi, Rain Kipper, Joosep Pata, Sven Põder
2022	J	`jnl`	Sensitivity estimation for dark matter subhalos in synthetic Gaia DR2 using deep learning. Astron. Comput. Abdullah Bazarov, María Benito, Gert Hütsi, Rain Kipper, Joosep Pata, Sven Põder
2021	—	`conf`	Diolkos: improving ethernet throughput through dynamic port selection. CF Oceane Bel, Joosep Pata, Jean-Roch Vlimant, Nathan R. Tallent, Justas Balcas, Maria Spiropulu
2021	J	`jnl`	Explaining machine-learned particle-flow reconstruction. CoRR Farouk Mokhtar, Raghav Kansal, Daniel Diaz, Javier M. Duarte, Joosep Pata, Maurizio Pierini, Jean-Roch Vlimant
2021	J	`jnl`	MLPF: Efficient machine-learned particle-flow reconstruction using graph neural networks. CoRR Joosep Pata, Javier M. Duarte, Jean-Roch Vlimant, Maurizio Pierini, Maria Spiropulu
2019	J	`jnl`	hepaccelerate: Fast Analysis of Columnar Collider Data. CoRR Joosep Pata, Maria Spiropulu