Ekaterina Govorkova
- Applications and Techniques for Fast Machine Learning in Science
2021/10/25 by Allison McCarn Deiana, A. M. Deiana, Nhan Tran +111 · 1 voice · 5 citations
Decision Sciences · Computer Science · #Scientific Computing and Data Management #Neural Networks and Reservoir Computing #Anomaly Detection Techniques and Applications
- LHC physics dataset for unsupervised New Physics detection at 40 MHz
2021/07/05 by Ekaterina Govorkova, Govorkova, Ekaterina, Ema Puljak +9 · 5 citations
Computer Science · Physics and Astronomy · #Advanced Data Storage Technologies #Data Analysis #Distributed and Parallel Computing Systems #FOS: Physical sciences #High Energy Physics - Experiment (hep-ex) #Particle Detector Development and Performance #Statistics and Probability (physics.data-an)
- A machine-learning pipeline for real-time detection of gravitational waves from compact binary coalescences
2024/03/27 by Ethan Marx, William Benoit, Marx, Ethan +27 · 8 citations
Computer Science · Physics and Astronomy · #Computational Physics and Python Applications #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Pulsars and Gravitational Waves Research #Seismology and Earthquake Studies
- Rapid Likelihood Free Inference of Compact Binary Coalescences using Accelerated Hardware
2024/07/26 by Deep Chatterjee, Chatterjee, Deep, Ethan Marx +27 · 5 citations
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Physical sciences #General Relativity and Quantum Cosmology (gr-qc) #Geophysical Methods and Applications #Image and Signal Denoising Methods #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG) #Target Tracking and Data Fusion in Sensor Networks
- GWAK: Gravitational-Wave Anomalous Knowledge with Recurrent Autoencoders
2023/09/20 by Ryan Raikman, Eric Moreno, Raikman, Ryan +23 · 2 citations
Physics and Astronomy · #FOS: Physical sciences #Gamma-ray bursts and supernovae #General Relativity and Quantum Cosmology (gr-qc) #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Pulsars and Gravitational Waves Research #Radio Astronomy Observations and Technology
- Knowledge Distillation for Anomaly Detection
2023/10/09 by Adrian Alan Pol, Pol, Adrian Alan, Ekaterina Govorkova +13 · 2 citations
Computer Science · #Advanced Malware Detection Techniques #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection
- Building Machine Learning Challenges for Anomaly Detection in Science
2025/03/03 by Elizabeth Campolongo, Y. Chou, Campolongo, Elizabeth G. +241 · 3 citations
Computer Science · #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #FOS: Physical sciences #Instrumentation and Methods for Astrophysics (astro-ph.IM) #Machine Learning (cs.LG)