Neural importance sampling for rapid and reliable gravitational-wave inference M Dax, SR Green, J Gair, M Pürrer, J Wildberger, JH Macke, A Buonanno, ... Physical review letters 130 (17), 171403, 2023 | 95 | 2023 |
Observation of gravitational waves from the coalescence of a 2.5–4.5 M⊙ compact object and a neutron star A Abac, R Abbott, I Abouelfettouh, F Acernese, T Creighton, MC Diaz, ... The Astrophysical journal letters, 2024 | 82 | 2024 |
Flow matching for scalable simulation-based inference J Wildberger, M Dax, S Buchholz, S Green, JH Macke, B Schölkopf Advances in Neural Information Processing Systems 36, 16837-16864, 2023 | 31 | 2023 |
Search for eccentric black hole coalescences during the third observing run of LIGO and Virgo AG Abac, R Abbott, H Abe, T Creighton, MC Diaz, F Llamas Villarreal, ... The Astrophysical Journal, 2024 | 19 | 2024 |
Adapting to noise distribution shifts in flow-based gravitational-wave inference J Wildberger, M Dax, SR Green, J Gair, M Pürrer, JH Macke, A Buonanno, ... Physical Review D 107 (8), 084046, 2023 | 19 | 2023 |
beta-VAE reproducibility: Challenges and extensions M Fil, M Mesinovic, M Morris, J Wildberger arXiv preprint arXiv:2112.14278, 2021 | 16 | 2021 |
Evidence for eccentricity in the population of binary black holes observed by LIGO-Virgo-KAGRA N Gupte, A Ramos-Buades, A Buonanno, J Gair, MC Miller, M Dax, ... arXiv preprint arXiv:2404.14286, 2024 | 15 | 2024 |
Flow matching for scalable simulation-based inference M Dax, J Wildberger, S Buchholz, SR Green, JH Macke, B Schölkopf arXiv preprint arXiv:2305.17161, 2023 | 14 | 2023 |
Ultralight vector dark matter search using data from the KAGRA O3GK run AG Abac, R Abbott, H Abe, I Abouelfettouh, F Acernese, K Ackley, ... Physical review D 110 (4), 042001, 2024 | 8 | 2024 |
Real-time gravitational-wave inference for binary neutron stars using machine learning M Dax, SR Green, J Gair, N Gupte, M Pürrer, V Raymond, J Wildberger, ... arXiv preprint arXiv:2407.09602, 2024 | 7 | 2024 |
On the Interventional Kullback-Leibler Divergence J Wildberger, S Guo, A Bhattacharyya, B Schölkopf 2nd Conference on Causal Learning and Reasoning (CLeaR) , April 2023, 2023 | 7 | 2023 |
Out-of-variable generalization for discriminative models S Guo, J Wildberger, B Schölkopf arXiv preprint arXiv:2304.07896, 2023 | 6 | 2023 |
Inferring atmospheric properties of exoplanets with flow matching and neural importance sampling TD Gebhard, J Wildberger, M Dax, D Angerhausen, SP Quanz, ... arXiv preprint arXiv:2312.08295, 2023 | 4 | 2023 |
Flow matching for atmospheric retrieval of exoplanets: Where reliability meets adaptive noise levels TD Gebhard, J Wildberger, M Dax, A Kofler, D Angerhausen, SP Quanz, ... Astronomy & Astrophysics 693, A42, 2025 | 2 | 2025 |
A search using GEO600 for gravitational waves coincident with fast radio bursts from SGR 1935+ 2154 AG Abac, R Abbott, I Abouelfettouh, F Acernese, K Ackley, S Adhicary, ... Astrophys. J. 977 (2), 255, 2024 | 1 | 2024 |
Swift-BAT GUANO follow-up of gravitational-wave triggers in the third LIGO–Virgo–KAGRA observing run M Ben Yaala, K Craig, M Fazio, C Gier, P Hill The Astrophysical Journal 980 (2), 2025 | | 2025 |
Search for continuous gravitational waves from known pulsars in the first part of the fourth LIGO-Virgo-KAGRA observing run AG Abac, R Abbott, I Abouelfettouh, F Acernese, K Ackley, S Adhicary, ... arXiv preprint arXiv:2501.01495, 2025 | | 2025 |
Search for gravitational waves emitted from SN 2023ixf AG Abac, R Abbott, I Abouelfettouh, F Acernese, K Ackley, S Adhicary, ... arXiv preprint arXiv:2410.16565, 2024 | | 2024 |
Analyzing Exoplanet Spectra with Flow Matching Posterior Estimation and Neural Importance Sampling T Gebhard, J Wildberger, M Dax, D Angerhausen, B Schölkopf, SP Quanz 2024 Astrobiology Science Conference, 2024 | | 2024 |
arXiv: Ultralight vector dark matter search using data from the KAGRA O3GK run AG Abac, ML Chiofalo, G Nieradka, R Pegna, C North, R Bhandare, ... | | 2024 |