Pata, Joosep
- Graph Neural Networks for Particle Reconstruction in High Energy Physics detectors
2020/03/25 by X. Ju, Steven Farrell, Ju, Xiangyang +42 · 11 citations
Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Advanced Neural Network Applications
- Fine-tuning machine-learned particle-flow reconstruction for new detector geometries in future colliders
2025/02/28 by Mokhtar, Farouk, Pata, Joosep, Garcia, Dolores +4 · 5 citations
#Data Analysis #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph) #Instrumentation and Detectors (physics.ins-det) #Machine Learning (cs.LG) #Statistics and Probability (physics.data-an)
- Dynamics of false vacuum bubbles with trapped particles
2023/05/12 by Marek Lewicki, Kristjan Müürsepp, Lewicki, Marek +9 · 1 citation
Environmental Science · Physics and Astronomy · #Cosmology and Gravitation Theories #Cosmology and Nongalactic Astrophysics (astro-ph.CO) #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #High Energy Physics - Phenomenology (hep-ph) #Methane Hydrates and Related Phenomena #Solar and Space Plasma Dynamics
- Reconstructing hadronically decaying tau leptons with a jet foundation model
2025/03/24 by L. Tani, Tani, Laurits, Joosep Pata +3 · 1 voice · 1 citation
Physics and Astronomy · Computer Science · #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #High Energy Physics - Phenomenology (hep-ph)