Irregularly Sampled Time Series Interpolation for Detailed Binary Evolution Simulations Article Swipe
Philipp M. Srivastava
,
Uğur Demir
,
Aggelos K. Katsaggelos
,
Vicky Kalogera
,
Elizabeth Teng
,
Tassos Fragos
,
Jeff J. Andrews
,
Simone S. Bavera
,
Max Briel
,
Seth Gossage
,
Konstantinos Kovlakas
,
Matthias U. Kruckow
,
Camille Liotine
,
Kyle A. Rocha
,
Meng Sun
,
Zepei Xing
,
Emmanouil Zapartas
·
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.2411.02586
YOU?
·
· 2024
· Open Access
·
· DOI: https://doi.org/10.48550/arxiv.2411.02586
Modeling of large populations of binary stellar systems is an intergral part of a many areas of astrophysics, from radio pulsars and supernovae to X-ray binaries, gamma-ray bursts, and gravitational-wave mergers. Binary population synthesis codes that employ self-consistently the most advanced physics treatment available for stellar interiors and their evolution and are at the same time computationally tractable have started to emerge only recently. One element that is still missing from these codes is the ability to generate the complete time evolution of binaries with arbitrary initial conditions using pre-computed three-dimensional grids of binary sequences. Here we present a highly interpretable method, from binary evolution track interpolation. Our method implements simulation generation from irregularly sampled time series. Our results indicate that this method is appropriate for applications within binary population synthesis and computational astrophysics with time-dependent simulations in general. Furthermore we point out and offer solutions to the difficulty surrounding evaluating performance of signals exhibiting extreme morphologies akin to discontinuities.
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Metadata
- Type
- preprint
- Language
- en
- Landing Page
- http://arxiv.org/abs/2411.02586
- https://arxiv.org/pdf/2411.02586
- OA Status
- green
- Related Works
- 10
- OpenAlex ID
- https://openalex.org/W4404356259
All OpenAlex metadata
Raw OpenAlex JSON
- OpenAlex ID
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https://openalex.org/W4404356259Canonical identifier for this work in OpenAlex
- DOI
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https://doi.org/10.48550/arxiv.2411.02586Digital Object Identifier
- Title
-
Irregularly Sampled Time Series Interpolation for Detailed Binary Evolution SimulationsWork title
- Type
-
preprintOpenAlex work type
- Language
-
enPrimary language
- Publication year
-
2024Year of publication
- Publication date
-
2024-11-04Full publication date if available
- Authors
-
Philipp M. Srivastava, Uğur Demir, Aggelos K. Katsaggelos, Vicky Kalogera, Elizabeth Teng, Tassos Fragos, Jeff J. Andrews, Simone S. Bavera, Max Briel, Seth Gossage, Konstantinos Kovlakas, Matthias U. Kruckow, Camille Liotine, Kyle A. Rocha, Meng Sun, Zepei Xing, Emmanouil ZapartasList of authors in order
- Landing page
-
https://arxiv.org/abs/2411.02586Publisher landing page
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https://arxiv.org/pdf/2411.02586Direct link to full text PDF
- Open access
-
YesWhether a free full text is available
- OA status
-
greenOpen access status per OpenAlex
- OA URL
-
https://arxiv.org/pdf/2411.02586Direct OA link when available
- Concepts
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Series (stratigraphy), Interpolation (computer graphics), Binary number, Time series, Statistical physics, Algorithm, Mathematics, Applied mathematics, Computer science, Geology, Physics, Statistics, Artificial intelligence, Motion (physics), Arithmetic, PaleontologyTop concepts (fields/topics) attached by OpenAlex
- Cited by
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0Total citation count in OpenAlex
- Related works (count)
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10Other works algorithmically related by OpenAlex
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