Learning the Stellar Structure Equations via Self-supervised Physics-Informed Neural Networks
Fuente:
arXiv
Saved in:
| Main Authors: | Ballester, Manuel, Lopez-Tapia, Santiago, Gossage, Seth, Koller, Patrick, Srivastava, Philipp M., Demir, Ugur, Jo, Yongseok, Marquez, Almudena P., Wuersch, Christoph, Chakraborty, Souvik, Kalogera, Vicky, Katsaggelos, Aggelos |
|---|---|
| Format: | Preprint |
| Published: |
2026
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Irregularly Sampled Time Series Interpolation for Binary Evolution Simulations Using Dynamic Time Warping
by: Demir, Ugur, et al.
Published: (2026)
by: Demir, Ugur, et al.
Published: (2026)
Evolutionary Links: From Gaia Neutron Star Binaries to Pulsar White Dwarf Endpoints
by: Chattopadhyay, Debatri, et al.
Published: (2025)
by: Chattopadhyay, Debatri, et al.
Published: (2025)
Irregularly Sampled Time Series Interpolation for Detailed Binary Evolution Simulations
by: Srivastava, Philipp M., et al.
Published: (2024)
by: Srivastava, Philipp M., et al.
Published: (2024)
Emulators for stellar profiles in binary population modeling
by: Teng, Elizabeth, et al.
Published: (2024)
by: Teng, Elizabeth, et al.
Published: (2024)
Double Neutron Star Delay Times Across Cosmic Metallicities: The Role of Helium Star Progenitors
by: Chattaraj, Abhishek, et al.
Published: (2026)
by: Chattaraj, Abhishek, et al.
Published: (2026)
Modelling the Future of Gaia Neutron Star-Main Sequence Binaries: From Eccentric Orbits to Millisecond Pulsar-White Dwarfs
by: Chattopadhyay, Debatri, et al.
Published: (2025)
by: Chattopadhyay, Debatri, et al.
Published: (2025)
Disk-Regulated Mass Transfer Between Rotating Non-Degenerate Stars: Insights from Be and sdOB Binaries
by: Xing, Zepei, et al.
Published: (2026)
by: Xing, Zepei, et al.
Published: (2026)
Stellar Spin Down in Post-Mass Transfer Binary Systems
by: Sun, Meng, et al.
Published: (2024)
by: Sun, Meng, et al.
Published: (2024)
Mass Transfer in Eccentric Orbits with Self-consistent Stellar Evolution
by: Rocha, Kyle Akira, et al.
Published: (2024)
by: Rocha, Kyle Akira, et al.
Published: (2024)
Wind Roche-lobe Overflow in Low-Mass Binaries: Exploring the Origin of Rapidly Rotating Blue Lurkers
by: Sun, Meng, et al.
Published: (2023)
by: Sun, Meng, et al.
Published: (2023)
Characterizing Binary Black Hole Subpopulations in GWTC-4 with Binned Gaussian Processes: On the Origins of the $35M_{\odot}$ Peak
by: Sridhar, Omkar, et al.
Published: (2025)
by: Sridhar, Omkar, et al.
Published: (2025)
POSYDON Version 2: Population Synthesis with Detailed Binary-Evolution Simulations across a Cosmological Range of Metallicities
by: Andrews, Jeff J., et al.
Published: (2024)
by: Andrews, Jeff J., et al.
Published: (2024)
Tides in Massive Binaries: Numerical Solutions and Semi-Analytical Comparisons
by: Sun, Meng, et al.
Published: (2025)
by: Sun, Meng, et al.
Published: (2025)
Mass-gap Black Holes in Coalescing Neutron Star Black Hole Binaries
by: Xing, Zepei, et al.
Published: (2024)
by: Xing, Zepei, et al.
Published: (2024)
Forming Double Neutron Stars using Detailed Binary Evolution Models with POSYDON: Comparison to the Galactic Systems
by: Chattaraj, Abhishek, et al.
Published: (2025)
by: Chattaraj, Abhishek, et al.
Published: (2025)
To Be or not to Be: the role of rotation in modeling Galactic Be X-ray Binaries
by: Rocha, Kyle Akira, et al.
Published: (2024)
by: Rocha, Kyle Akira, et al.
Published: (2024)
The Formation of Black Holes in Non-interacting, Isolated Binaries. Gaia Black Holes as Calibrators of Stellar Winds From Massive Stars
by: Kruckow, Matthias U., et al.
Published: (2024)
by: Kruckow, Matthias U., et al.
Published: (2024)
SpectraFM: Tuning into Stellar Foundation Models
by: Koblischke, Nolan, et al.
Published: (2024)
by: Koblischke, Nolan, et al.
Published: (2024)
On the Significance of Covariance for Constraining Theoretical Models From Galaxy Observables
by: Jo, Yongseok, et al.
Published: (2024)
by: Jo, Yongseok, et al.
Published: (2024)
A case for Case A: detailed look at binary black hole formation through stable mass transfer
by: Briel, Max M., et al.
Published: (2026)
by: Briel, Max M., et al.
Published: (2026)
On the Astrophysical Origin of Binary Black Hole Subpopulations: A Tale of Three Channels?
by: Ray, Anarya, et al.
Published: (2026)
by: Ray, Anarya, et al.
Published: (2026)
Stellar parameter prediction and spectral simulation using machine learning
by: Cvrček, Vojtěch, et al.
Published: (2024)
by: Cvrček, Vojtěch, et al.
Published: (2024)
Differentiable Stellar Atmospheres with Physics-Informed Neural Networks
by: Li, Jiadong, et al.
Published: (2025)
by: Li, Jiadong, et al.
Published: (2025)
Revising the Spin and Kick Connection in Isolated Binary Black Holes
by: Baibhav, Vishal, et al.
Published: (2024)
by: Baibhav, Vishal, et al.
Published: (2024)
Reexamining Evidence of a Pair-Instability Mass Gap in the Binary Black Hole Population
by: Ray, Anarya, et al.
Published: (2025)
by: Ray, Anarya, et al.
Published: (2025)
Stellar Magnetic Storm Induced Magnetospheric Polarity Reversals: Distinguishing between Unmagnetised and Magnetised Exoplanets
by: Gupta, Sakshi, et al.
Published: (2025)
by: Gupta, Sakshi, et al.
Published: (2025)
Both Stellar Mass and Gravitational Potential Shape the Gas-Phase Metallicity
by: Koller, Maria, et al.
Published: (2025)
by: Koller, Maria, et al.
Published: (2025)
Hiding Out at the Low End: No Gap and a Peak in the Black-Hole Mass Spectrum
by: Ray, Anarya, et al.
Published: (2025)
by: Ray, Anarya, et al.
Published: (2025)
Towards Robustness Across Cosmological Simulation Models TNG, SIMBA, ASTRID, and EAGLE
by: Jo, Yongseok, et al.
Published: (2025)
by: Jo, Yongseok, et al.
Published: (2025)
A Kinematic History of Stellar Encounters with Beta Pictoris
by: Gragera-Más, Jose Luis, et al.
Published: (2025)
by: Gragera-Más, Jose Luis, et al.
Published: (2025)
Challenges in Forming Millisecond Pulsar-Black Holes from Isolated Binaries
by: Liotine, Camille, et al.
Published: (2024)
by: Liotine, Camille, et al.
Published: (2024)
Superluminal Motion and Jet Parameters in the High-Redshift Blazar J1429+5406
by: Koller, Dávid, et al.
Published: (2025)
by: Koller, Dávid, et al.
Published: (2025)
Age-dating the young open cluster UBC 1 with g-mode asteroseismology, gyrochronology, and isochrone fitting
by: Fritzewski, D. J., et al.
Published: (2023)
by: Fritzewski, D. J., et al.
Published: (2023)
Advancing Glitch Classification in Gravity Spy: Multi-view Fusion with Attention-based Machine Learning for Advanced LIGO's Fourth Observing Run
by: Wu, Yunan, et al.
Published: (2024)
by: Wu, Yunan, et al.
Published: (2024)
Evolution of Star Cluster Within Galaxy using Self-consistent Hybrid Hydro/N-body Simulation
by: Jo, Yongseok, et al.
Published: (2024)
by: Jo, Yongseok, et al.
Published: (2024)
Age uncertainties of red giants due to cumulative rotational mixing of progenitors calibrated by asteroseismology
by: Fritzewski, D. J., et al.
Published: (2024)
by: Fritzewski, D. J., et al.
Published: (2024)
Stellar Winds
by: Vink, Jorick S.
Published: (2024)
by: Vink, Jorick S.
Published: (2024)
Stellar Coronagraphy
by: Serabyn, Eugene, et al.
Published: (2024)
by: Serabyn, Eugene, et al.
Published: (2024)
Cross-Temporal Spectrogram Autoencoder (CTSAE): Unsupervised Dimensionality Reduction for Clustering Gravitational Wave Glitches
by: Li, Yi, et al.
Published: (2024)
by: Li, Yi, et al.
Published: (2024)
Triple Evolution Pathways to Black Hole Low-Mass X-ray Binaries: Insights from V404 Cygni
by: Shariat, Cheyanne, et al.
Published: (2024)
by: Shariat, Cheyanne, et al.
Published: (2024)
Similar Items
-
Irregularly Sampled Time Series Interpolation for Binary Evolution Simulations Using Dynamic Time Warping
by: Demir, Ugur, et al.
Published: (2026) -
Evolutionary Links: From Gaia Neutron Star Binaries to Pulsar White Dwarf Endpoints
by: Chattopadhyay, Debatri, et al.
Published: (2025) -
Irregularly Sampled Time Series Interpolation for Detailed Binary Evolution Simulations
by: Srivastava, Philipp M., et al.
Published: (2024) -
Emulators for stellar profiles in binary population modeling
by: Teng, Elizabeth, et al.
Published: (2024) -
Double Neutron Star Delay Times Across Cosmic Metallicities: The Role of Helium Star Progenitors
by: Chattaraj, Abhishek, et al.
Published: (2026)