Tsaris, Aristeidis
- Graph Neural Networks for Particle Reconstruction in High Energy Physics detectors
2020/03/25 by X. Ju, Ju, Xiangyang, Steven Farrell +42 · 12 citations
Computer Science · #Advanced Graph Neural Networks #Graph Theory and Algorithms #Advanced Neural Network Applications
- MLPerf HPC: A Holistic Benchmark Suite for Scientific Machine Learning on HPC Systems
2021/10/21 by Steven Farrell, Farrell, Steven, Murali Emani +83 · 8 citations
Computer Science · #Advanced Data Storage Technologies #Advanced Neural Network Applications #Cloud Computing and Resource Management #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- Novel deep learning methods for track reconstruction
2018/10/14 by Steven Farrell, Paolo Calafiura, Farrell, Steven +24 · 9 citations
Medicine · Physics and Astronomy · #Medical Imaging Techniques and Applications #Particle physics theoretical and experimental studies #Particle Detector Development and Performance
- Track Seeding and Labelling with Embedded-space Graph Neural Networks
2020/06/30 by Nicholas Choma, Choma, Nicholas, Daniel Murnane +34 · 4 citations
Computer Science · Medicine · #Advanced Graph Neural Networks #Computational Physics (physics.comp-ph) #FOS: Computer and information sciences #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Instrumentation and Detectors (physics.ins-det) #Machine Learning (cs.LG) #Medical Imaging Techniques and Applications #Topic Modeling
- ORBIT: Oak Ridge Base Foundation Model for Earth System Predictability
2024/04/23 by Xiao Wang, Siyan Liu, Wang, Xiao +18 · 6 citations
Computer Science · Earth and Planetary Sciences · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Distributed #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Physical sciences #Geological Modeling and Analysis #Geophysics (physics.geo-ph) #Image and Video Processing (eess.IV) #Parallel #Seismology and Earthquake Studies #and Cluster Computing (cs.DC) #electronic engineering #information engineering
- ORBIT-2: Scaling Exascale Vision Foundation Models for Weather and Climate Downscaling
2025/05/07 by Xiao Wang, Wang, Xiao, Jong-Youl Choi +33 · 1 citation
Earth and Planetary Sciences · Environmental Science · #Artificial Intelligence (cs.AI) #Atmospheric and Oceanic Physics (physics.ao-ph) #Cryospheric studies and observations #Distributed #Earth and Planetary Astrophysics (astro-ph.EP) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Parallel #Remote Sensing in Agriculture #Urban Heat Island Mitigation #and Cluster Computing (cs.DC)
- FOCUS: Fused Observation of Channels for Unveiling Spectra
2025/07/20 by Xi Xiao, Aristeidis Tsaris, Xiao, Xi +11 · 4 citations
Engineering · Environmental Science · #Advanced Image Fusion Techniques #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing in Agriculture #Remote-Sensing Image Classification
- Scalable Artificial Intelligence for Science: Perspectives, Methods and Exemplars
2024/06/24 by Wesley Brewer, Brewer, Wesley, Aditya Kashi +11 · 1 citation
Decision Sciences · #Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Scientific Computing and Data Management #and Cluster Computing (cs.DC)