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From exact gradients to exact standard errors: third-order sensitivity equations for the FOCE and FOCEI population likelihood2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Mathematics Statistical Methods and Bayesian Inference Open access
Hidde van de Beek, Massinissa Beldjenna, Matthew L. Fidler, Laura B. Zwep, J. G. Coen van Hasselt
0citations -
Constraints on the Evolution of the Ionizing Background and Ionizing Photon Mean Free Path at the End of Reionization2023 arXiv (Cornell University) preprint Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Frederick B. Davies, Sarah E. I. Bosman, Prakash Gaikwad, Fahad Nasir, Joseph F. Hennawi, George D. Becker, +13 more
0citations -
Bayesian calibration, process modeling and uncertainty quantification in biotechnology2021 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Gaussian Processes and Bayesian Inference Open access
Laura M. Helleckes, Michael Osthege, Wolfgang Wiechert, Eric von Lieres, Marco Oldiges
4citations -
Neural posterior estimation of the neutrino direction in IceCube using transformer-encoded normalizing flows on the sphere2026 arXiv (Cornell University) preprint Physics and Astronomy Neutrino Physics Research Open access
R. Abbasi, M. Ackermann, Jenni Adams, J. A. Aguilar, M. Ahlers, J. M. Alameddine, +94 more
0citations -
Performance and Robustness of Parameter Estimation from Phylogenetic Trees Using Neural Networks2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Biochemistry, Genetics and Molecular Biology Genomics and Phylogenetic Studies Open access
Tianjian Qin, Koen J. van Benthem, Luís Valente, Rampal S. Etienne
6citations -
Machine learning-based conditional mean filter: a generalization of the ensemble Kalman filter for nonlinear data assimilation2021 arXiv (Cornell University) preprint Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access
Truong‐Vinh Hoang, Sebastian Krumscheid, Hermann Georg Matthies, Raul F. Tempone
0citations -
Next-generation phenotyping integrated in a national framework for patients with ultra-rare disorders improves genetic diagnostics and yields new molecular findings2023 medRxiv preprint Biochemistry, Genetics and Molecular Biology Genomics and Rare Diseases Open access
Axel Schmidt, Magdalena Danyel, Kathrin Grundmann, Theresa Brunet, Hannah Klinkhammer, Tzung‐Chien Hsieh, +94 more
15citations