CosmoPower: emulating cosmological power spectra for accelerated Bayesian inference from next-generation surveys
Spurio Mancini, Alessio, Piras, Davide, Alsing, Justin, Joachimi, Benjamin, Hobson, Michael P
Published in Monthly notices of the Royal Astronomical Society (09.02.2022)
Published in Monthly notices of the Royal Astronomical Society (09.02.2022)
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The future of cosmological likelihood-based inference: accelerated high-dimensional parameter estimation and model comparison
Piras, Davide, Polanska, Alicja, Mancini, Alessio Spurio, Price, Matthew A., McEwen, Jason D.
Published in The open journal of astrophysics (05.09.2024)
Published in The open journal of astrophysics (05.09.2024)
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Journal Article
Fast emulation of anisotropies induced in the cosmic microwave background by cosmic strings
Price, Matthew A., Mars, Matthijs, Docherty, Matthew M., Spurio Mancini, Alessio, Marignier, Augustin, McEwen, Jason D.
Published in The open journal of astrophysics (06.10.2023)
Published in The open journal of astrophysics (06.10.2023)
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Journal Article
High-accuracy emulators for observables in ΛCDM, N eff, Σ m ν, and w cosmologies
Bolliet, Boris, Spurio Mancini, Alessio, Hill, J Colin, Madhavacheril, Mathew, Jense, Hidde T, Calabrese, Erminia, Dunkley, Jo
Published in Monthly notices of the Royal Astronomical Society (13.05.2024)
Published in Monthly notices of the Royal Astronomical Society (13.05.2024)
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Journal Article
The future of cosmological likelihood-based inference: accelerated high-dimensional parameter estimation and model comparison
Piras, Davide, Polanska, Alicja, Mancini, Alessio Spurio, Price, Matthew A, McEwen, Jason D
Published in arXiv.org (04.09.2024)
Published in arXiv.org (04.09.2024)
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Journal Article
Learned harmonic mean estimation of the Bayesian evidence with normalizing flows
Polanska, Alicja, Price, Matthew A, Piras, Davide, Mancini, Alessio Spurio, McEwen, Jason D
Year of Publication 09.05.2024
Year of Publication 09.05.2024
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Journal Article
Dark Scattering: accelerated constraints from KiDS-1000 with $\tt{ReACT}$ and $\tt{CosmoPower}
Carrion, Karim, Carrilho, Pedro, Mancini, Alessio Spurio, Pourtsidou, Alkistis, Hidalgo, Juan Carlos
Year of Publication 28.02.2024
Year of Publication 28.02.2024
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Journal Article
Learned harmonic mean estimation of the marginal likelihood with normalizing flows
Polanska, Alicja, Price, Matthew A, Mancini, Alessio Spurio, McEwen, Jason D
Year of Publication 30.06.2023
Year of Publication 30.06.2023
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Journal Article
Fast emulation of anisotropies induced in the cosmic microwave background by cosmic strings
Price, Matthew A, Mars, Matthijs, Docherty, Matthew M, Mancini, Alessio Spurio, Marignier, Augustin, McEwen, Jason D
Published in arXiv.org (14.03.2024)
Published in arXiv.org (14.03.2024)
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Journal Article
High-accuracy emulators for observables in $\Lambda$CDM, $N_\mathrm{eff}$, $\Sigma m_\nu$, and $w$ cosmologies
Bolliet, Boris, Mancini, Alessio Spurio, Hill, J. Colin, Madhavacheril, Mathew, Jense, Hidde T, Calabrese, Erminia, Dunkley, Jo
Year of Publication 02.03.2023
Year of Publication 02.03.2023
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Journal Article
Towards fast machine-learning-assisted Bayesian posterior inference of microseismic event location and source mechanism
Piras, Davide, Mancini, Alessio Spurio, Ferreira, Ana M G, Joachimi, Benjamin, Hobson, Michael P
Published in arXiv.org (28.10.2022)
Published in arXiv.org (28.10.2022)
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