Solving the Teukolsky equation with physics-informed neural networks
Fuente:
arXiv
Saved in:
| Main Authors: | Luna, Raimon, Bustillo, Juan Calderón, Martínez, Juan José Seoane, Torres-Forné, Alejandro, Font, José A. |
|---|---|
| Format: | Preprint |
| Published: |
2022
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Towards asteroseismology of neutron stars with physics-informed neural networks
by: Tseneklidou, Dimitra, et al.
Published: (2025)
by: Tseneklidou, Dimitra, et al.
Published: (2025)
Proto-neutron star oscillations including accretion flows
by: Tseneklidou, Dimitra, et al.
Published: (2025)
by: Tseneklidou, Dimitra, et al.
Published: (2025)
Classification of the equation of state of neutron stars via sparse dictionary learning
by: Llorens-Monteagudo, Miquel, et al.
Published: (2025)
by: Llorens-Monteagudo, Miquel, et al.
Published: (2025)
Numerical relativity surrogate models for exotic compact objects: the case of head-on mergers of equal-mass Proca stars
by: Luna, Raimon, et al.
Published: (2024)
by: Luna, Raimon, et al.
Published: (2024)
Testing bosonic dark matter through white dwarf mass measurements
by: Mourelle, Jorge Castelo, et al.
Published: (2025)
by: Mourelle, Jorge Castelo, et al.
Published: (2025)
Kick & spin: new probes for multi-messenger black-hole mergers in AGNs
by: Leong, Samson H. W., et al.
Published: (2025)
by: Leong, Samson H. W., et al.
Published: (2025)
Solving BDNK diffusion using physics-informed neural networks
by: Chomalí-Castro, Vicente, et al.
Published: (2026)
by: Chomalí-Castro, Vicente, et al.
Published: (2026)
Self-consistent treatment of thermal effects in neutron-star post-mergers: observational implications for third-generation gravitational-wave detectors
by: Villa-Ortega, Verónica, et al.
Published: (2023)
by: Villa-Ortega, Verónica, et al.
Published: (2023)
Deep-Learning Classification and Parameter Inference of Rotational Core-Collapse Supernovae
by: Nunes, Solange, et al.
Published: (2024)
by: Nunes, Solange, et al.
Published: (2024)
Rapid detection of gravitational waves from binary black hole mergers using sparse dictionary learning
by: Badger, Charles, et al.
Published: (2024)
by: Badger, Charles, et al.
Published: (2024)
Bayesian inference from gravitational waves in fast-rotating, core-collapse supernovae
by: Pastor-Marcos, Carlos, et al.
Published: (2023)
by: Pastor-Marcos, Carlos, et al.
Published: (2023)
Teukolsky-like equations in a non-vacuum axisymmetric type D spacetime
by: Guo, Ya, et al.
Published: (2023)
by: Guo, Ya, et al.
Published: (2023)
Comparison of neural network architectures for feature extraction from binary black hole merger waveforms
by: Freitas, Osvaldo Gramaxo, et al.
Published: (2023)
by: Freitas, Osvaldo Gramaxo, et al.
Published: (2023)
Determining the core-collapse supernova explosion mechanism with current and future gravitational-wave observatories
by: Powell, Jade, et al.
Published: (2023)
by: Powell, Jade, et al.
Published: (2023)
Quasinormal Modes in Modified Gravity using Physics-Informed Neural Networks
by: Luna, Raimon, et al.
Published: (2024)
by: Luna, Raimon, et al.
Published: (2024)
Impact of ringdown higher-order modes on black-hole mergers in dense environments: the scalar field case, detectability and parameter biases
by: Leong, Samson H. W., et al.
Published: (2023)
by: Leong, Samson H. W., et al.
Published: (2023)
Kicking time back in black-hole mergers: Ancestral masses, spins, birth recoils and hierarchical-formation viability of GW190521
by: Álvarez, Carlos Araújo, et al.
Published: (2024)
by: Álvarez, Carlos Araújo, et al.
Published: (2024)
Teukolsky by Design: A Hybrid Spectral-PINN solver for Kerr Quasinormal Modes
by: Pombo, Alexandre M., et al.
Published: (2025)
by: Pombo, Alexandre M., et al.
Published: (2025)
Testing mirror symmetry in the Universe with LIGO-Virgo black-hole mergers
by: Bustillo, Juan Calderón, et al.
Published: (2024)
by: Bustillo, Juan Calderón, et al.
Published: (2024)
An autoencoder-based surrogate waveform model for quasi-circular binary-black-hole mergers
by: Theodoropoulos, Anastasios, et al.
Published: (2026)
by: Theodoropoulos, Anastasios, et al.
Published: (2026)
On the treatment of thermal effects in the equation of state on neutron star merger remnants
by: Guerra, Davide, et al.
Published: (2025)
by: Guerra, Davide, et al.
Published: (2025)
Gravitational-wave imprints of non-convex dynamics in binary neutron star mergers
by: Rivieccio, Giuseppe, et al.
Published: (2024)
by: Rivieccio, Giuseppe, et al.
Published: (2024)
Illuminating gravitational wave sources with Sgr A* flares
by: Seoane, Pau Amaro
Published: (2025)
by: Seoane, Pau Amaro
Published: (2025)
Resonant amplification of multimessenger emission in rotating stellar core collapse
by: Cusinato, Marco, et al.
Published: (2025)
by: Cusinato, Marco, et al.
Published: (2025)
Reconstruction of fast-rotating neutron star observables with the neural network
by: Liu, Wen, et al.
Published: (2026)
by: Liu, Wen, et al.
Published: (2026)
A Deep Learning Powered Numerical Relativity Surrogate for Binary Black Hole Waveforms
by: Freitas, Osvaldo Gramaxo, et al.
Published: (2024)
by: Freitas, Osvaldo Gramaxo, et al.
Published: (2024)
The Crimson Kiss of Two Giants: Helium Detonation and High-Energy Neutrino Production
by: Rodríguez, Cecilia Romero, et al.
Published: (2026)
by: Rodríguez, Cecilia Romero, et al.
Published: (2026)
Rapidly Rotating Neutron Star Collapse in Massive Scalar-Tensor Theories
by: M., José Carlos Olvera, et al.
Published: (2026)
by: M., José Carlos Olvera, et al.
Published: (2026)
Toward exponentially-convergent simulations of extreme-mass-ratio inspirals: A time-domain solver for the scalar Teukolsky equation with singular source terms
by: Vishal, Manas, et al.
Published: (2023)
by: Vishal, Manas, et al.
Published: (2023)
A neural network emulator of the Advanced LIGO and Advanced Virgo selection function
by: Callister, Thomas A., et al.
Published: (2024)
by: Callister, Thomas A., et al.
Published: (2024)
Black hole spectroscopy with ground-based atom interferometer and space-based laser interferometer gravitational wave detectors
by: Torres-Orjuela, Alejandro
Published: (2024)
by: Torres-Orjuela, Alejandro
Published: (2024)
Joint gravitational wave detection by TianQin and LISA
by: Torres-Orjuela, Alejandro
Published: (2024)
by: Torres-Orjuela, Alejandro
Published: (2024)
Subgrid modelling of MRI-driven turbulence in differentially rotating neutron stars
by: Miravet-Tenés, Miquel, et al.
Published: (2025)
by: Miravet-Tenés, Miquel, et al.
Published: (2025)
Identifying thermal effects in neutron star merger remnants with model-agnostic waveform reconstructions and third-generation detectors
by: Miravet-Tenés, Miquel, et al.
Published: (2024)
by: Miravet-Tenés, Miquel, et al.
Published: (2024)
Primordial Black Hole clusters, phenomenology & implications
by: Siles, Jose Francisco Nuño, et al.
Published: (2024)
by: Siles, Jose Francisco Nuño, et al.
Published: (2024)
Probing cosmic strings via gravitational-wave lensing
by: Bulashenko, Oleg, et al.
Published: (2025)
by: Bulashenko, Oleg, et al.
Published: (2025)
Observing boson stars in binary systems: The case of Gaia BH1
by: Passos, Pedro, et al.
Published: (2025)
by: Passos, Pedro, et al.
Published: (2025)
High-speed reconstruction of long-duration gravitational waves from extreme mass ratio inspirals using sparse dictionary learning
by: Badger, Charles, et al.
Published: (2024)
by: Badger, Charles, et al.
Published: (2024)
Solving the Regge-Wheeler and Teukolsky equations: supervised versus unsupervised physics-informed neural networks
by: Cornell, Alan S., et al.
Published: (2024)
by: Cornell, Alan S., et al.
Published: (2024)
Inference on neutron star parameters and the nuclear equation of state with RIFT, using prior EOS information
by: Vilkha, Askold, et al.
Published: (2024)
by: Vilkha, Askold, et al.
Published: (2024)
Similar Items
-
Towards asteroseismology of neutron stars with physics-informed neural networks
by: Tseneklidou, Dimitra, et al.
Published: (2025) -
Proto-neutron star oscillations including accretion flows
by: Tseneklidou, Dimitra, et al.
Published: (2025) -
Classification of the equation of state of neutron stars via sparse dictionary learning
by: Llorens-Monteagudo, Miquel, et al.
Published: (2025) -
Numerical relativity surrogate models for exotic compact objects: the case of head-on mergers of equal-mass Proca stars
by: Luna, Raimon, et al.
Published: (2024) -
Testing bosonic dark matter through white dwarf mass measurements
by: Mourelle, Jorge Castelo, et al.
Published: (2025)