JM
Jason D. McEwen
astro-ph.IMastro-ph.COcs.ITmath.ITcs.LGastro-phastro-ph.GAstat.MEgr-qccs.CV
On Valency
published · living versionsW_qpybb2aj·v1 · currentpublished
Science-Driven Optimization of the LSST Observing Strategy
with LSST Science Collaboration, Phil Marshall, Timo Anguita, Federica B. Bianco +100
1 version
Preprints & journals
200 papers in the corpus · 2004–2026Reliability of Probabilistic Emulation of Physical Systems2606.12997v2 · Sam F. Greenbury, Radka Jersakova, Paolo Conti et al.2026 · 0 citationsarXiv
Self-Supervised Conformal Prediction with Equivariant Bootstrapping for Image Uncertainty Quantification2605.18655v1 · Henry J. Aldridge, Tob'ias I. Liaudat, Marcelo Pereyra et al.2026 · 0 citationsarXiv
Learned harmonic mean estimation of the marginal likelihood for multimodal posteriors with flow matching2601.18683v1 · Alicja Polanska, Jason D. McEwen2026 · 0 citationsarXiv
Efficient prior sensitivity analysis for Bayesian model comparison2601.15132v1 · Zixiao Hu, Jason D. McEwen2026 · 1 citationarXiv
Generative imaging for radio interferometry with fast uncertainty quantification2507.21270v1 · Matthijs Mars, Tob'ias I. Liaudat, Jessica J. Whitney et al.2025 · 0 citationsarXiv
Savage-Dickey density ratio estimation with normalizing flows for Bayesian model comparison2506.04339v1 · Kiyam Lin, Alicja Polanska, Davide Piras et al.2025 · 0 citationsarXiv
LoFi: Neural Local Fields for Scalable Image Reconstruction2411.04995v2 · AmirEhsan Khorashadizadeh, Tob'ias I. Liaudat, Tianlin Liu et al.2024 · 4 citationsarXiv
Generative modelling for mass-mapping with fast uncertainty quantification2410.24197v4 · Jessica J.Whitney, Tob'ias I. Liaudat, Matthew A. Price et al.2024 · 4 citationsMon Not R Astron Soc (2025) 2464-2479
Accelerated Bayesian parameter estimation and model selection for gravitational waves with normalizing flows2410.21076v2 · Alicja Polanska, Thibeau Wouters, Peter T. H. Pang et al.2024 · 0 citationsarXiv
Field-level cosmological model selection: field-level simulation-based inference for Stage IV cosmic shear can distinguish dynamical dark energy2410.10616v1 · A. Spurio Mancini, K. Lin, J. D. McEwen2024 · 3 citationsarXiv
Simulation-based inference with scattering representations: scattering is all you need2410.11883v3 · Kiyam Lin, Benjamin Joachimi, Jason D. McEwen2024 · 0 citationsarXiv
Euclid preparation. LIX. Angular power spectra from discrete observations2408.16903v2 · N. Tessore, B. Joachimi, A. Loureiro et al.2024 · 0 citationsA&A 694, A141 (2025)
Scattering transforms on the sphere, application to large scale structure modelling2407.08687v1 · Louise Mousset, Erwan Allys, Matthew A. Price et al.2024 · 0 citationsarXiv
Generative models of astrophysical fields with scattering transforms on the sphere2407.07007v2 · Louise Mousset, Erwan Allys, Matthew A. Price et al.2024 · 11 citationsA&A 691, A269 (2024)
Euclid. I. Overview of the Euclid mission2405.13491v2 · Y. Mellier, Abdurro'uf, J. A. Acevedo Barroso et al.2024 · 622 citationsA&A 697, A1 (2025)
The future of cosmological likelihood-based inference: accelerated high-dimensional parameter estimation and model comparison2405.12965v2 · Davide Piras, Alicja Polanska, Alessio Spurio Mancini et al.2024 · 19 citationsOpen Journal of Astrophysics, Vol. 7, September 5th 2024
Using conditional GANs for convergence map reconstruction with uncertainties2406.15424v1 · Jessica Whitney, Tob'ias Liaudat, Matt Price et al.2024 · 0 citationsarXiv
Learned radio interferometric imaging for varying visibility coverage2405.08958v2 · Matthijs Mars, Marta M. Betcke, Jason D. McEwen2024 · 2 citationsarXiv
Learned harmonic mean estimation of the Bayesian evidence with normalizing flows2405.05969v3 · Alicja Polanska, Matthew A. Price, Davide Piras et al.2024 · 15 citationsarXiv
A covariant formulation for cosmological radiative transfer of the 21-cm line2404.14407v1 · Jennifer Y. H. Chan, Qin Han, Kinwah Wu et al.2024 · 4 citationsarXiv
Differentiable and accelerated wavelet transforms on the sphere and ball2402.01282v2 · Matthew A. Price, Alicja Polanska, Jessica Whitney et al.2024 · 1 citationarXiv
Scalable Bayesian uncertainty quantification with data-driven priors for radio interferometric imaging2312.00125v3 · Tob'ias I. Liaudat, Matthijs Mars, Matthew A. Price et al.2023 · 12 citationsarXiv
Differentiable and accelerated spherical harmonic and Wigner transforms2311.14670v3 · Matthew A. Price, Jason D. McEwen2023 · 12 citationsarXiv
Fast emulation of anisotropies induced in the cosmic microwave background by cosmic strings2307.04798v3 · Matthew A. Price, Matthijs Mars, Matthew M. Docherty et al.2023 · 1 citationarXiv
Learned harmonic mean estimation of the marginal likelihood with normalizing flows2307.00048v3 · Alicja Polanska, Matthew A. Price, Alessio Spurio Mancini et al.2023 · 6 citationsarXiv
Proximal nested sampling with data-driven priors for physical scientists2307.00056v2 · Jason D. McEwen, Tob'ias I. Liaudat, Matthew A. Price et al.2023 · 3 citationsarXiv
The Tiny Time-series Transformer: Low-latency High-throughput Classification of Astronomical Transients using Deep Model Compression2303.08951v1 · Tarek Allam Jr., Julien Peloton, Jason D. McEwen2023 · 0 citationsarXiv
Slepian Scale-Discretised Wavelets on Manifolds2302.06006v2 · Patrick J. Roddy, Jason D. McEwen2023 · 1 citationarXiv
Learned Interferometric Imaging for the SPIDER Instrument2301.10260v2 · Matthijs Mars, Marta M. Betcke, Jason D. McEwen2023 · 7 citationsRAS Techniques and Instruments, Volume 2, Issue 1, January 2023, Pages 760-778
Sparse Bayesian mass-mapping using trans-dimensional MCMC2211.13963v2 · Augustin Marignier, Thomas Kitching, Jason D. McEwen et al.2022 · 1 citationarXiv
Impact of Rubin Observatory cadence choices on supernovae photometric classification2210.15690v2 · Catarina S. Alves, Hiranya V. Peiris, Michelle Lochner et al.2022 · 9 citationsarXiv
Scalable and Equivariant Spherical CNNs by Discrete-Continuous (DISCO) Convolutions2209.13603v3 · Jeremy Ocampo, Matthew A. Price, Jason D. McEwen2022 · 4 citationsarXiv
Bayesian model comparison for simulation-based inference2207.04037v3 · A. Spurio Mancini, M. M. Docherty, M. A. Price et al.2022 · 25 citationsarXiv
On Weak Lensing Response Functions2207.03410v1 · D. Munshi, R. Takahashi, J. D. McEwen2022 · 0 citationsJCAP10(2022)022
How can spherical CNNs benefit ML-based diffusion MRI parameter estimation?2207.00572v2 · Tobias Goodwin-Allcock, Jason McEwen, Robert Gray et al.2022 · 7 citationsarXiv
Reducing Cybersickness in 360-Degree Virtual Reality.34936982 · Arshad, Iqra, De Mello, Paulo, Ender, Martin et al.2024 · 35 citationsMultisensory research. 2021:1-17
Weak Lensing Trispectrum and Kurt-Spectra2112.05155v2 · Dipak Munshi, Hayden Lee, Cora Dvorkin et al.2021 · 10 citationsJCAP11(2022)020
Machine learning assisted Bayesian model comparison: learnt harmonic mean estimator2111.12720v3 · Jason D. McEwen, Christopher G. R. Wallis, Matthew A. Price et al.2021 · 18 citationsarXiv
A New Estimator for Phase Statistics2109.08047v1 · D. Munshi, R. Takahashi, J. D. McEwen et al.2021 · 1 citationJCAP05(2022)006
Considerations for optimizing photometric classification of supernovae from the Rubin Observatory2107.07531v2 · Catarina S. Alves, Hiranya V. Peiris, Michelle Lochner et al.2021 · 17 citations2022 ApJS 258 23
Posterior sampling for inverse imaging problems on the sphere in seismology and cosmology2107.06500v3 · Augustin Marignier, Jason D. McEwen, Ana M. G. Ferreira et al.2021 · 8 citationsarXiv
Proximal nested sampling for high-dimensional Bayesian model selection2106.03646v3 · Xiaohao Cai, Jason D. McEwen, Marcelo Pereyra2021 · 21 citationsStatistics & Computing, 32, 87 (2002)
Slepian Scale-Discretised Wavelets on the Sphere2106.02023v2 · Patrick J. Roddy, Jason D. McEwen2021 · 7 citationsIEEE Transactions on Signal Processing, vol. 70, pp. 6142-6153, 2022
Paying Attention to Astronomical Transients: Introducing the Time-series Transformer for Photometric Classification2105.06178v3 · Tarek Allam Jr., Jason D. McEwen2021 · 27 citationsarXiv
Bayesian variational regularization on the ball2105.05518v1 · Matthew A. Price, Jason D. McEwen2021 · 0 citationsarXiv
Sparse image reconstruction on the sphere: a general approach with uncertainty quantification2105.04935v1 · Matthew A. Price, Luke Pratley, Jason D. McEwen2021 · 4 citationsarXiv
Position-Dependent Correlation Function of Weak Lensing Convergence2104.01185v2 · D. Munshi, G. Jung, T. D. Kitching et al.2021 · 5 citationsarXiv
Scattering Networks on the Sphere for Scalable and Rotationally Equivariant Spherical CNNs2102.02828v4 · Jason D. McEwen, Christopher G. R. Wallis, Augustine N. Mavor-Parker2021 · 15 citationsarXiv
Results of the Photometric LSST Astronomical Time-series Classification Challenge (PLAsTiCC)2012.12392v1 · R. Hlozek, K. A. Ponder, A. I. Malz et al.2020 · 35 citationsarXiv
Multiscale Optimal Filtering on the Sphere2010.07809v2 · Adeem Aslam, Zubair Khalid, Jason D. McEwen2020 · 5 citationsarXiv
Career total: 305 works. 200 are in this corpus.Showing the 50 most recent.
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