380 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)

**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)

**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)

**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)

**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)

**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)

**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)

**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)

**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)

**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)

**Approximate dual control maintaining the value of information with an application to building control**
In *European Control Conference (ECC)*, pages: 800-806, June 2016 (inproceedings)

**Active Uncertainty Calibration in Bayesian ODE Solvers**
*Proceedings of the 32nd Conference on Uncertainty in Artificial Intelligence (UAI)*, pages: 309-318, (Editors: Ihler, A. and Janzing, D.), AUAI Press, June 2016 (conference)

**Automatic LQR Tuning Based on Gaussian Process Global Optimization**
In *Proceedings of the IEEE International Conference on Robotics and Automation (ICRA)*, pages: 270-277, IEEE, IEEE International Conference on Robotics and Automation, May 2016 (inproceedings)

**Batch Bayesian Optimization via Local Penalization**
*Proceedings of the 19th International Conference on Artificial Intelligence and Statistics (AISTATS)*, 51, pages: 648-657, JMLR Workshop and Conference Proceedings, (Editors: Gretton, A. and Robert, C. C.), May 2016 (conference)

**Probabilistic Approximate Least-Squares**
*Proceedings of the 19th International Conference on Artificial Intelligence and Statistics (AISTATS)*, 51, pages: 676-684, JMLR Workshop and Conference Proceedings, (Editors: Gretton, A. and Robert, C. C. ), May 2016 (conference)

**Gaussian Process-Based Predictive Control for Periodic Error Correction **
*IEEE Transactions on Control Systems Technology *, 24(1):110-121, 2016 (article)

**Dual Control for Approximate Bayesian Reinforcement Learning**
*Journal of Machine Learning Research*, 17(127):1-30, 2016 (article)

**γ‐Conicein und Coniin aus Geflecktem Schierling**
*Chemie in unserer Zeit*, 50(6):382-391, 2016 (article)

**Ab initio theory for ultrafast magnetization dynamics with a dynamic band structure**
*{Journal of Magnetism and Magnetic Materials}*, 414, pages: 14-18, North-Holland, Amsterdam, 2016 (article)

**High-resolution analysis of currents at low-angle grain boundaries in YBCO thin films using magnetooptics and magnetic x-ray microscopy**
*{IEEE Transactions on Applied Superconductivity}*, 26(3), IEEE, New York, NY, 2016 (article)

**Three-dimensional character of the magnetization dynamics in magnetic vortex structures: Hybridization of flexure gyromodes with spin waves**
*{Physical Review Letters}*, 117(3), American Physical Society, Woodbury, N.Y., 2016 (article)

**Coercivity scaling in antidot lattices in Fe, Ni, and NiFe thin films**
*{Journal of Magnetism and Magnetic Materials}*, 419, pages: 517-520, North-Holland, Amsterdam, 2016 (article)

**Nanostructured materials for solid-state hydrogen storage: A review of the achievement of COST Action MP1103**
*{International Journal of Hydrogen Energy}*, 41(32):14404-14428, Elsevier, Amsterdam, 2016 (article)

**Magnetic X-ray microscopy at low temperatures - Visualization of flux distributions in superconductors**
*{AIP Conference Proceedings}*, 1696, AIP Publishing, Melville, NY, 2016 (article)

**Enhanced non-adiabaticity in vortex cores due to the emergent Hall effect**
*{Physical Review Letters}*, 117(27), American Physical Society, Woodbury, N.Y., 2016 (article)

**Quantitative magneto-optical analysis of the role of finite temperatures on the critical state in YBCO thin films**
*{Superconductor Science and Technology}*, 29(11), IOP Pub., Bristol, 2016 (article)