209 results
(View BibTeX file of all listed publications)

**Probabilistic Solutions To Ordinary Differential Equations As Non-Linear Bayesian Filtering: A New Perspective**
*ArXiv preprint 2018*, arXiv:1810.03440 [stat.ME], October 2018 (article)

**Discovering and Teaching Optimal Planning Strategies**
In *The 14th biannual conference of the German Society for Cognitive Science, GK*, September 2018 (inproceedings)

**Discovering Rational Heuristics for Risky Choice**
*The 14th biannual conference of the German Society for Cognitive Science, GK*, The 14th biannual conference of the German Society for Cognitive Science, GK, September 2018 (conference)

**Kernel Recursive ABC: Point Estimation with Intractable Likelihood**
*Proceedings of the 35th International Conference on Machine Learning*, pages: 2405-2414, PMLR, July 2018 (conference)

**Convergence Rates of Gaussian ODE Filters**
*arXiv preprint 2018*, arXiv:1807.09737 [math.NA], July 2018 (article)

**Gaussian Processes and Kernel Methods: A Review on Connections and Equivalences**
*Arxiv e-prints*, arXiv:1805.08845v1 [stat.ML], 2018 (article)

**Learning to select computations**
In *Uncertainty in Artificial Intelligence: Proceedings of the Thirty-Fourth Conference*, 2018 (inproceedings)

**Transmission x-ray microscopy at low temperatures: Irregular supercurrent flow at small length scales**
*{Physical Review B}*, 97(13), American Physical Society, Woodbury, NY, 2018 (article)

**Dissecting Adam: The Sign, Magnitude and Variance of Stochastic Gradients**
In *Proceedings of the 35th International Conference on Machine Learning (ICML)*, 2018 (inproceedings) Accepted

**Counterfactual Mean Embedding: A Kernel Method for Nonparametric Causal Inference**
*Arxiv e-prints*, arXiv:1805.08845v1 [stat.ML], 2018 (article)

**Model-based Kernel Sum Rule: Kernel Bayesian Inference with Probabilistic Models**
*Arxiv e-prints*, arXiv:1409.5178v2 [stat.ML], 2018 (article)

**Assessment methodology of promising porous materials for near ambient temperature hydrogen storage applications**
*{International Journal of Hydrogen Energy}*, 43(31):14550-14556, Elsevier, Amsterdam, 2018 (article)

**A probabilistic model for the numerical solution of initial value problems**
*Statistics and Computing*, Springer US, 2018 (article)

**Incorporation of Terbium into a Microalga Leads to Magnetotactic Swimmers**
*Advanced Biosystems*, 2(12):1800039, 2018 (article)

**Thermodynamics, kinetics and selectivity of H2 and D2 on zeolite 5A below 77K**
*{Microporous and Mesoporous Materials}*, 264, pages: 22-27, Elsevier, Amsterdam, 2018 (article)

**Volumetric hydrogen storage capacity in metal-organic frameworks**
*{Energy Technology}*, 6(3):578-582, Wiley-VCH, Weinheim, 2018 (article)

**Analytical incorporation of fractionation effects in probabilistic treatment planning for intensity-modulated proton therapy**
*Medical Physics*, 2018 (article)

**Probabilistic Approaches to Stochastic Optimization**
Eberhard Karls Universität Tübingen, Germany, 2018 (phdthesis)

**3D nanoprinted plastic kinoform x-ray optics**
*{Advanced Materials}*, 30(36), Wiley-VCH, Weinheim, 2018 (article)

**High volumetric hydrogen storage capacity using interpenetrated metal-organic frameworks**
*{Energy Technology}*, 6(3):510-512, Wiley-VCH, Weinheim, 2018 (article)

**Large sample analysis of the median heuristic**
2018 (misc) In preparation

**Probabilistic Ordinary Differential Equation Solvers — Theory and Applications**
Eberhard Karls Universität Tübingen, Germany, 2018 (phdthesis)

**Thick permalloy films for the imaging of spin texture dynamics in perpendicularly magnetized systems**
*{Physical Review B}*, 98(10), American Physical Society, Woodbury, NY, 2018 (article)

**Dynamic Janus metasurfaces in the visible spectral region**
*{Nano Letters}*, 18(7):4584-4589, American Chemical Society, Washington, DC, 2018 (article)

**Review of ultrafast demagnetization after femtosecond laser pulses: A complex interaction of light with quantum matter**
*{American Journal of Modern Physics}*, 7(2):68-74, Science Publishing Group, New York, NY, 2018 (article)

**Direct observation of Zhang-Li torque expansion of magnetic droplet solitons**
*{Physical Review Letters}*, 120(21), American Physical Society, Woodbury, N.Y., 2018 (article)

**XMCD investigations on new hard magnetic systems**
Universität Stuttgart, Stuttgart, 2018 (phdthesis)

**Current-induced skyrmion generation through morphological thermal transitions in chiral ferromagnetic heterostructures**
*{Advanced Materials}*, 30(49), Wiley-VCH, Weinheim, 2018 (article)

**Direct observations of sub-100 nm spin wave propagation in magnonic wave-guides**
In *2018 IEEE International Magnetics Conference (INTERMAG 2018)*, IEEE, Singapore, 2018 (inproceedings)

**Emission and propagation of multi-dimensional spin waves in anisotropic spin textures**
2018 (misc)

**3d nanofabrication of high-resolution multilayer Fresnel zone plates**
*{Advanced Science}*, 5(9), Wiley-VCH, Weinheim, 2018 (article)

**Photocatalytic CO2 reduction by Cr-substituted Ba2(In2-xCrx)O5\mbox⋅(H2O)δ(0.04 ≤x ≤0.60)**
*{Solid State Sciences}*, 78, pages: 22-29, Elsevier Masson SAS, Paris, 2018 (article)

**XMCD investigation at M4,5 edges of the rare earth elements in high-performance permanent magnet**
Universität Stuttgart, Stuttgart, 2018 (phdthesis)

**Correction of axial position uncertainty and systematic detector errors in ptychographic diffraction imaging**
*{Optical Engineering}*, 57(8), The Society, Redondo Beach, Calif., 2018 (article)

**The role of surface oxides on hydrogen sorption kinetics in titanium thin films**
*{Applied Surface Science}*, 441, pages: 324-330, Elsevier B.V., Amsterdam, 2018 (article)

**Ferromagnetism in nitrogen and fluorine substituted BaTiO3**
*{Journal of Alloys and Compounds}*, 749, pages: 628-633, Elsevier B.V., Lausanne, Switzerland, 2018 (article)

**New concepts for 3d optics in x-ray microscopy**
*{Microscopy and Microanalysis}*, 24(Suppl 2):288-289, Cambridge University Press, New York, NY, 2018 (article)

**Thermal skyrmion diffusion applied in probabilistic computing**
2018 (misc)

**Interlayer exchange coupling dependent variation of the saturation magnetization of multilayered systems**
Universität Stuttgart, Stuttgart, 2018 (mastersthesis)

**Spin-wave interference in magnetic vortex stacks**
*{Communications Physics}*, 1, Nature Publishing Group, London, 2018 (article)

**High-throughput synthesis of modified Fresnel zone plate arrays via ion beam lithography**
*{Beilstein Journal of Nanotechnology}*, 9, pages: 2049-2056, Beilstein-Institut, Frankfurt am Main, 2018 (article)

**Deterministic creation and deletion of a single magnetic skyrmion observed by direct time-resolved X-ray microscopy**
*{Nature Electronics}*, 1(5):288-296, Springer Nature, London, 2018 (article)

**Magnetic skyrmion as a nonlinear resistive element: A potential building block for reservoir computing**
*{Physical Review Applied}*, 9(1), American Physical Society, College Park, Md. [u.a.], 2018 (article)

**Tunable geometrical frustration in magnoic vortex crystals**
*{Scientific Reports}*, 8, Nature Publishing Group, London, UK, 2018 (article)

**High-Resolution X-ray Ptychography for Magnetic Imaging**
Universität Stuttgart, Stuttgart, 2018 (phdthesis)

**Interpreting FORC diagrams beyond the Preisach model: an experimental permalloy micro array investigation**
In *2018 IEEE International Magnetics Conference (INTERMAG 2018)*, IEEE, Singapore, 2018 (inproceedings)

**On the Design of LQR Kernels for Efficient Controller Learning**
*Proceedings of the 56th IEEE Annual Conference on Decision and Control (CDC)*, pages: 5193-5200, IEEE, IEEE Conference on Decision and Control, December 2017 (conference)

**Probabilistic Line Searches for Stochastic Optimization**
*Journal of Machine Learning Research*, 18(119):1-59, November 2017 (article)

**Coupling Adaptive Batch Sizes with Learning Rates**
In *Proceedings Conference on Uncertainty in Artificial Intelligence (UAI) 2017*, pages: 410-419, (Editors: Gal Elidan and Kristian Kersting), Association for Uncertainty in Artificial Intelligence (AUAI), Conference on Uncertainty in Artificial Intelligence (UAI), August 2017 (inproceedings)

**Dynamic Time-of-Flight**
*Proceedings IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2017*, pages: 170-179, IEEE, Piscataway, NJ, USA, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), July 2017 (conference)