Прати
Jonas Wildberger
Jonas Wildberger
PhD student, Max Planck Institute for Intelligent Systems
Верификована је имејл адреса на tuebingen.mpg.de
Наслов
Навело
Навело
Година
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
952023
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
822024
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
312023
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
192024
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
192023
beta-VAE reproducibility: Challenges and extensions
M Fil, M Mesinovic, M Morris, J Wildberger
arXiv preprint arXiv:2112.14278, 2021
162021
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
152024
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
142023
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
82024
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
72024
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
72023
Out-of-variable generalization for discriminative models
S Guo, J Wildberger, B Schölkopf
arXiv preprint arXiv:2304.07896, 2023
62023
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
42023
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
22025
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
12024
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
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