Hybrid Approaches for Black Hole Spin Estimation: From Classical Spectroscopy to Physics-Informed Machine Learning
Fuente:
arXiv
Guardado en:
| Autor principal: | Menziltsidou, Stella |
|---|---|
| Formato: | Preprint |
| Publicado: |
2025
|
| Materias: | |
| Acceso en línea: | |
| Etiquetas: |
Agregar Etiqueta
Sin Etiquetas, Sea el primero en etiquetar este registro!
|
Ejemplares similares
A Hybrid Approach to Event Reconstruction for Atmospheric Cherenkov Telescopes Combining Machine Learning and Likelihood Fitting
por: Schwefer, Georg, et al.
Publicado: (2024)
por: Schwefer, Georg, et al.
Publicado: (2024)
GRB Redshift Estimation using Machine Learning and the Associated Web-App
por: Narendra, Aditya, et al.
Publicado: (2024)
por: Narendra, Aditya, et al.
Publicado: (2024)
Localization and Confidence Region Estimation of Short GRBs with the COSI BGO Shield Using a HEALPix-Based Deep Learning Approach
por: Parmiggiani, N., et al.
Publicado: (2026)
por: Parmiggiani, N., et al.
Publicado: (2026)
Advancing Black Hole Imaging with Space-Based Interferometry
por: Zineb, Yassine Ben, et al.
Publicado: (2024)
por: Zineb, Yassine Ben, et al.
Publicado: (2024)
Expanding the Horizon of Black Hole Imaging with AtLAST
por: Akiyama, Kazunori, et al.
Publicado: (2026)
por: Akiyama, Kazunori, et al.
Publicado: (2026)
Black Hole Accretion is all about Sub-Keplerian Flows
por: Chakrabarti, Sandip Kumar
Publicado: (2024)
por: Chakrabarti, Sandip Kumar
Publicado: (2024)
Geometric Search for Hawking Radiation from Nearby Primordial Black Holes
por: Xiao, Shuo, et al.
Publicado: (2026)
por: Xiao, Shuo, et al.
Publicado: (2026)
Optimizing Supernova Classification with Interpretable Machine Learning Models
por: Garg, Anurag
Publicado: (2025)
por: Garg, Anurag
Publicado: (2025)
Searching for Quasi-Periodic Eruptions using Machine Learning
por: Webbe, Robbie, et al.
Publicado: (2023)
por: Webbe, Robbie, et al.
Publicado: (2023)
HAWC Performance Enhanced by Machine Learning in Gamma-Hadron Separation
por: Alfaro, R., et al.
Publicado: (2025)
por: Alfaro, R., et al.
Publicado: (2025)
Multimessenger Probes of the Supermassive Black Hole Binary Population: The Role of Pulsar Timing Arrays
por: Laal, Nima, et al.
Publicado: (2025)
por: Laal, Nima, et al.
Publicado: (2025)
Machine Learning Tools for the IceCube-Gen2 Optical Array
por: Carbonell, Francisco Javier Vara, et al.
Publicado: (2025)
por: Carbonell, Francisco Javier Vara, et al.
Publicado: (2025)
Rapid Spectral Parameter Prediction for Black Hole X-Ray Binaries using Physicalised Autoencoders
por: Tregidga, Ethan, et al.
Publicado: (2023)
por: Tregidga, Ethan, et al.
Publicado: (2023)
Neuro-Parametric Spectral Classification of Black Hole and Neutron Star X-ray Binary Systems
por: Garg, Akash, et al.
Publicado: (2026)
por: Garg, Akash, et al.
Publicado: (2026)
Variability as a new discovery channel for Intermediate-Mass Black Holes in the Time Domain Era
por: Burke, Colin J., et al.
Publicado: (2026)
por: Burke, Colin J., et al.
Publicado: (2026)
Gamma-ray Blazar Classification using Machine Learning with Advanced Weight Initialization and Self-Supervised Learning Techniques
por: Bhatta, Gopal, et al.
Publicado: (2023)
por: Bhatta, Gopal, et al.
Publicado: (2023)
GECKO Follow-up Observation of the Binary Neutron Star-Black Hole Merger Candidate S230518h
por: Paek, Gregory S. H., et al.
Publicado: (2025)
por: Paek, Gregory S. H., et al.
Publicado: (2025)
Future Perspectives on Black Hole Jet Mechanisms: Insights from Next-Generation Observatories and Theoretical Developments
por: Ribeiro, Andre L. B., et al.
Publicado: (2026)
por: Ribeiro, Andre L. B., et al.
Publicado: (2026)
The Black Hole Explorer Cryocooling Instrument
por: Rana, Hannah, et al.
Publicado: (2024)
por: Rana, Hannah, et al.
Publicado: (2024)
Application of Machine Learning to Identify Radio Pulses of Air Showers at the South Pole (ARENA 2024)
por: Schroeder, Frank G., et al.
Publicado: (2025)
por: Schroeder, Frank G., et al.
Publicado: (2025)
Search for Primordial Black Holes from the International Space Station with the SQM-ISS detector
por: Liberatori, Francesca, et al.
Publicado: (2025)
por: Liberatori, Francesca, et al.
Publicado: (2025)
Towards DM-free search for Fast Radio Bursts with Machine Learning -- I. An implementation on multibeam data
por: Chen, Yao, et al.
Publicado: (2025)
por: Chen, Yao, et al.
Publicado: (2025)
ClassiPyGRB: Machine Learning-Based Classification and Visualization of Gamma Ray Bursts using t-SNE
por: Garcia-Cifuentes, Keneth, et al.
Publicado: (2024)
por: Garcia-Cifuentes, Keneth, et al.
Publicado: (2024)
X-ray Sources Classification Using Machine Learning: A Study with EP-WXT Pathfinder LEIA
por: Zuo, Xiaoxiong, et al.
Publicado: (2024)
por: Zuo, Xiaoxiong, et al.
Publicado: (2024)
The Japanese Vision for the Black Hole Explorer Mission
por: Akiyama, Kazunori, et al.
Publicado: (2024)
por: Akiyama, Kazunori, et al.
Publicado: (2024)
A Machine Learning empowered search for Sub-Minute Optical Transient Events with the Deeper, Wider, Faster programme
por: Goode, Simon R., et al.
Publicado: (2025)
por: Goode, Simon R., et al.
Publicado: (2025)
Degeneracy-Aware Pulsar Parameter Estimation from Light Curves via Deep Learning and Test-Time Optimization
por: Siddik, Abu Bucker, et al.
Publicado: (2025)
por: Siddik, Abu Bucker, et al.
Publicado: (2025)
Machine-directed gravitational-wave counterpart discovery
por: Sravan, Niharika, et al.
Publicado: (2023)
por: Sravan, Niharika, et al.
Publicado: (2023)
Machine learning classification of baseband data of CHIME FRBs
por: Madheshwaran, Mohanraj, et al.
Publicado: (2025)
por: Madheshwaran, Mohanraj, et al.
Publicado: (2025)
Machine learning reconstruction of cosmic ray parameters in EAS at HAWC
por: Jaimes, J., et al.
Publicado: (2025)
por: Jaimes, J., et al.
Publicado: (2025)
Astrophysical Source Classification and Distance Estimation for PyCBC Live
por: Villa-Ortega, Verónica, et al.
Publicado: (2022)
por: Villa-Ortega, Verónica, et al.
Publicado: (2022)
287,872 Supermassive Black Holes Masses: Deep Learning Approaching Reverberation Mapping Accuracy
por: Lu, Yuhao, et al.
Publicado: (2025)
por: Lu, Yuhao, et al.
Publicado: (2025)
Expected Gamma-Ray Burst Detection Rates and Redshift Distributions for the BlackCAT CubeSat Mission
por: Colosimo, Joseph M., et al.
Publicado: (2024)
por: Colosimo, Joseph M., et al.
Publicado: (2024)
Hybrid concept of detection for a wide-field gamma-ray observatory using Cherenkov telescopes
por: Bakalová, Alena, et al.
Publicado: (2025)
por: Bakalová, Alena, et al.
Publicado: (2025)
Kilonova Light Curve Parameter Estimation Using Likelihood-Free Inference
por: Desai, Malina, et al.
Publicado: (2024)
por: Desai, Malina, et al.
Publicado: (2024)
Studying the Dust Distribution Around Accreting Black Holes with Reverberation Mapping Using PRIMA
por: Gorjian, Varoujan, et al.
Publicado: (2025)
por: Gorjian, Varoujan, et al.
Publicado: (2025)
First Ultra High Energy Neutrino Search with a Hybrid Phased and Traditional Detector in the Askaryan Radio Array
por: Dasgupta, Paramita
Publicado: (2025)
por: Dasgupta, Paramita
Publicado: (2025)
A Hybrid Framework for Kilonova Anomaly Detection using Single-Epoch SEDs from the 7-Dimensional Telescope
por: Paek, Gregory S. H., et al.
Publicado: (2026)
por: Paek, Gregory S. H., et al.
Publicado: (2026)
Adaptive Kernel Density Estimation for Improved Sky Map Computation in Gamma-Ray Astronomy
por: Holler, M., et al.
Publicado: (2024)
por: Holler, M., et al.
Publicado: (2024)
Neural Posterior Estimation for UHECR source inference from 3D propagation simulations
por: Bourriche, Nadine, et al.
Publicado: (2026)
por: Bourriche, Nadine, et al.
Publicado: (2026)
Ejemplares similares
-
A Hybrid Approach to Event Reconstruction for Atmospheric Cherenkov Telescopes Combining Machine Learning and Likelihood Fitting
por: Schwefer, Georg, et al.
Publicado: (2024) -
GRB Redshift Estimation using Machine Learning and the Associated Web-App
por: Narendra, Aditya, et al.
Publicado: (2024) -
Localization and Confidence Region Estimation of Short GRBs with the COSI BGO Shield Using a HEALPix-Based Deep Learning Approach
por: Parmiggiani, N., et al.
Publicado: (2026) -
Advancing Black Hole Imaging with Space-Based Interferometry
por: Zineb, Yassine Ben, et al.
Publicado: (2024) -
Expanding the Horizon of Black Hole Imaging with AtLAST
por: Akiyama, Kazunori, et al.
Publicado: (2026)