494 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- Max Planck SocietyDE6 papers
- Technical University of MunichDE3 papers
- University of BonnDE3 papers
- Centre National de la Recherche ScientifiqueFR2 papers
- Forschungszentrum JülichDE2 papers
- University of CologneDE2 papers
- Berliner Hochschule für TechnikDE1 paper
- Bernstein Center for Computational Neuroscience TübingenDE1 paper
- CEA Paris-SaclayFR1 paper
- CEA Paris-Saclay - Etablissement de SaclayFR1 paper
- Center for NanoScienceDE1 paper
- Heinrich Heine University DüsseldorfDE1 paper
15 papers
Differentiable model-based adaptive optics for two-photon microscopy
Ivan Vishniakou, Johannes D. Seelig
Aberrations limit scanning fluorescence microscopy when imaging in scattering materials such as biological tissue. Model-based approaches for adaptive optics take advantage of a co…
Electron energy-loss spectroscopy on freestanding perforated gold films
M. Prämassing, T. Kiel, S. Irsen +2
We report on a combined far- and near-field study of surface plasmon polaritons on freestanding perforated gold films. The samples are fabricated by focused ion beam milling of {a…
Benchmarking Simulation-Based Inference
Jan-Matthis Lueckmann, Jan Boelts, David S. Greenberg +2
Recent advances in probabilistic modelling have led to a large number of simulation-based inference algorithms which do not require numerical evaluation of likelihoods. However, a…
The 2019 Motile Active Matter Roadmap
Gerhard Gompper, Roland G. Winkler, Thomas Speck +34
Activity and autonomous motion are fundamental in living and engineering systems. This has stimulated the new field of active matter in recent years, which focuses on the physical…
Automatic Posterior Transformation for Likelihood-Free Inference
David S. Greenberg, Marcel Nonnenmacher, Jakob H. Macke
How can one perform Bayesian inference on stochastic simulators with intractable likelihoods? A recent approach is to learn the posterior from adaptively proposed simulations using…
Freestanding metasurfaces for optical frequencies
M. Prämassing, T. Leuteritz, A. Faßbender +3
We present freestanding metasurfaces operating at optical frequencies with a total thickness of only 40nm. The metasurfaces are fabricated by focused ion beam milling of nanovo…
Likelihood-free inference with emulator networks
Jan-Matthis Lueckmann, Giacomo Bassetto, Theofanis Karaletsos +1
Approximate Bayesian Computation (ABC) provides methods for Bayesian inference in simulation-based stochastic models which do not permit tractable likelihoods. We present a new ABC…
Flexible statistical inference for mechanistic models of neural dynamics
Jan-Matthis Lueckmann, Pedro J. Goncalves, Giacomo Bassetto +3
Mechanistic models of single-neuron dynamics have been extensively studied in computational neuroscience. However, identifying which models can quantitatively reproduce empirically…
Extracting low-dimensional dynamics from multiple large-scale neural population recordings by learning to predict correlations
Marcel Nonnenmacher, Srinivas C. Turaga, Jakob H. Macke
A powerful approach for understanding neural population dynamics is to extract low-dimensional trajectories from population recordings using dimensionality reduction methods. Curre…
Fast amortized inference of neural activity from calcium imaging data with variational autoencoders
Artur Speiser, Jinyao Yan, Evan Archer +3
Calcium imaging permits optical measurement of neural activity. Since intracellular calcium concentration is an indirect measurement of neural activity, computational tools are nec…
Human sperm steer with second harmonics of the flagellar beat
Guglielmo Saggiorato, Luis Alvarez, Jan F. Jikeli +3
Sperm are propelled by bending waves travelling along the flagellum. During steering in gradients of sensory cues, sperm adjust the flagellar beat waveform. Symmetric and asymmetri…
Signatures of criticality arise in simple neural population models with correlations
Marcel Nonnenmacher, Christian Behrens, Philipp Berens +2
Large-scale recordings of neuronal activity make it possible to gain insights into the collective activity of neural ensembles. It has been hypothesized that neural populations mig…
Morphological stability of electromigration-driven vacancy islands
Frank Hausser, Philipp Kuhn, Joachim Krug +1
The electromigration-induced shape evolution of two-dimensional vacancy islands on a crystal surface is studied using a continuum approach. We consider the regime where mass transp…
Complex shape evolution of electromigration-driven single-layer islands
Philipp Kuhn, Joachim Krug, Frank Hausser +1
The shape evolution of two-dimensional islands through periphery diffusion biased by an electromigration force is studied numerically using a continuum approach. We show that the i…
Nonlinear acousto-electric transport in a two-dimensional electron system
A. O. Govorov, A. V. Kalameitsev, M. Rotter +4
We study both theoretically and experimentally the nonlinear interaction between an intense surface acoustic wave and a two-dimensional electron plasma in semiconductor-piezocrysta…