Zobrazeno 1 - 10
of 1 270
pro vyhledávání: '"Jakob, H.-P"'
Autor:
Dax, Maximilian, Green, Stephen R., Gair, Jonathan, Gupte, Nihar, Pürrer, Michael, Raymond, Vivien, Wildberger, Jonas, Macke, Jakob H., Buonanno, Alessandra, Schölkopf, Bernhard
Mergers of binary neutron stars (BNSs) emit signals in both the gravitational-wave (GW) and electromagnetic (EM) spectra. Famously, the 2017 multi-messenger observation of GW170817 led to scientific discoveries across cosmology, nuclear physics, and
Externí odkaz:
http://arxiv.org/abs/2407.09602
Autor:
Kapoor, Jaivardhan, Schulz, Auguste, Vetter, Julius, Pei, Felix, Gao, Richard, Macke, Jakob H.
Modern datasets in neuroscience enable unprecedented inquiries into the relationship between complex behaviors and the activity of many simultaneously recorded neurons. While latent variable models can successfully extract low-dimensional embeddings
Externí odkaz:
http://arxiv.org/abs/2407.08751
A central aim in computational neuroscience is to relate the activity of large populations of neurons to an underlying dynamical system. Models of these neural dynamics should ideally be both interpretable and fit the observed data well. Low-rank rec
Externí odkaz:
http://arxiv.org/abs/2406.16749
Amortized Bayesian inference trains neural networks to solve stochastic inference problems using model simulations, thereby making it possible to rapidly perform Bayesian inference for any newly observed data. However, current simulation-based amorti
Externí odkaz:
http://arxiv.org/abs/2404.09636
Autor:
Bischoff, Sebastian, Darcher, Alana, Deistler, Michael, Gao, Richard, Gerken, Franziska, Gloeckler, Manuel, Haxel, Lisa, Kapoor, Jaivardhan, Lappalainen, Janne K, Macke, Jakob H, Moss, Guy, Pals, Matthijs, Pei, Felix, Rapp, Rachel, Sağtekin, A Erdem, Schröder, Cornelius, Schulz, Auguste, Stefanidi, Zinovia, Toyota, Shoji, Ulmer, Linda, Vetter, Julius
Generative models are invaluable in many fields of science because of their ability to capture high-dimensional and complicated distributions, such as photo-realistic images, protein structures, and connectomes. How do we evaluate the samples these m
Externí odkaz:
http://arxiv.org/abs/2403.12636
Autor:
Beck, Jonas, Bosch, Nathanael, Deistler, Michael, Kadhim, Kyra L., Macke, Jakob H., Hennig, Philipp, Berens, Philipp
Ordinary differential equations (ODEs) are widely used to describe dynamical systems in science, but identifying parameters that explain experimental measurements is challenging. In particular, although ODEs are differentiable and would allow for gra
Externí odkaz:
http://arxiv.org/abs/2402.12231
Scientific modeling applications often require estimating a distribution of parameters consistent with a dataset of observations - an inference task also known as source distribution estimation. This problem can be ill-posed, however, since many diff
Externí odkaz:
http://arxiv.org/abs/2402.07808
Simulation-based inference (SBI) provides a powerful framework for inferring posterior distributions of stochastic simulators in a wide range of domains. In many settings, however, the posterior distribution is not the end goal itself -- rather, the
Externí odkaz:
http://arxiv.org/abs/2312.02674
Autor:
Moss, Guy, Višnjević, Vjeran, Eisen, Olaf, Oraschewski, Falk M., Schröder, Cornelius, Macke, Jakob H., Drews, Reinhard
The ice shelves buttressing the Antarctic ice sheet determine the rate of ice-discharge into the surrounding oceans. The geometry of ice shelves, and hence their buttressing strength, is determined by ice flow as well as by the local surface accumula
Externí odkaz:
http://arxiv.org/abs/2312.02997
Autor:
Inge Brosbøl Iversen, Jesper Medom Vestergaard, Johan Ohlander, Susan Peters, Elisabeth Bendstrup, Jens Peter E Bonde, Vivi Schlünssen, Jakob H Bønløkke, Finn Rasmussen, Zara A Stokholm, Michael B Andersen, Hans Kromhout, Henrik A Kolstad
Publikováno v:
Scandinavian Journal of Work, Environment & Health, Vol 50, Iss 5, Pp 372-379 (2024)
OBJECTIVES: The association between asbestos exposure and asbestosis in high-exposed industrial cohorts is well-known, but there is a lack of knowledge about the exposure–response relationship for asbestosis in a general working population setting.
Externí odkaz:
https://doaj.org/article/0b28c99f2c2442e89db16b0778a534fe