844 results
(View BibTeX file of all listed publications)

**Data-efficient Auto-tuning with Bayesian Optimization: An Industrial Control Study**
*IEEE Transactions on Control Systems Technology*, 2019 (article) Accepted

**Hierarchical Event-triggered Learning for Cyclically Excited Systems with Application to Wireless Sensor Networks**
*IEEE Control Systems Letters*, 2019 (article) Accepted

**Learning Environmental Field Exploration with Computationally Constrained Underwater Robots: Gaussian Processes Meet Stochastic Optimal Control**
*Sensors*, 19, 2019 (article)

**Resource-aware IoT Control: Saving Communication through Predictive Triggering**
*IEEE Internet of Things Journal*, 2019 (article) Accepted

**Control-guided Communication: Efficient Resource Arbitration and Allocation in Multi-hop Wireless Control Systems**
*IEEE Control Systems Letters*, 2019 (article) Accepted

**Nanoscale detection of spin wave deflection angles in permalloy**
*{Applied Physics Letters}*, 114(1), American Institute of Physics, Melville, NY, 2019 (article)

**Coherent excitation of heterosymmetric spin waves with ultrashort wavelengths**
*{Physical Review Letters}*, 122(11), American Physical Society, Woodbury, N.Y., 2019 (article)

**Artifacts from manganese reduction in rock samples prepared by focused ion beam (FIB) slicing for X-ray microspectroscopy**
*{Geoscientific instrumentation, methods and data systems}*, 8(1):97-111, Copernicus Publ., Göttingen, 2019 (article)

**Mixed-state magnetotransport properties of MgB2 thin film prepared by pulsed laser deposition on an Al2O3 substrate**
*{Journal of Materials Science: Materials in Electronics}*, 30(2):1547-1552, Springer, Norwell, MA, 2019 (article)

**Comparison of theories of fast and ultrafast magnetization dynamics**
*{Journal of Magnetism and Magnetic Materials}*, 469, pages: 28-29, NH, Elsevier, Amsterdam, 2019 (article)

**Concepts for improving hydrogen storage in nanoporous materials**
*{International Journal of Hydrogen Energy}*, 44(15):7768-7779, Elsevier, Amsterdam, 2019 (article)

**Interpreting first-order reversal curves beyond the Preisach model: An experimental permalloy microarray investigation**
*{Physical Review B}*, 99(6), American Physical Society, Woodbury, NY, 2019 (article)

**Controlling dislocation nucleation-mediatd plasticity in nanostructures via surface modification**
*{Acta Materialia}*, 166, pages: 572-586, Elsevier Science, Kidlington, 2019 (article)

**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)

**Learning an Approximate Model Predictive Controller with Guarantees**
*IEEE Control Systems Letters*, 2(3):543-548, July 2018 (article)

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

**Distributed Event-Based State Estimation for Networked Systems: An LMI Approach**
*IEEE Transactions on Automatic Control*, 63(1):269-276, January 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)

**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)

**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)

**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)

**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)

**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)

**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)

**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)

**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)

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

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

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

**Event-based State Estimation: An Emulation-based Approach**
*IET Control Theory & Applications*, 11(11):1684-1693, July 2017 (article)

**Convergence Analysis of Deterministic Kernel-Based Quadrature Rules in Misspecified Settings**
*Arxiv e-prints*, arXiv:1709.00147v1 [math.NA], 2017 (article)

**Early Stopping Without a Validation Set**
*arXiv preprint arXiv:1703.09580*, 2017 (article)

**Krylov Subspace Recycling for Fast Iterative Least-Squares in Machine Learning**
*arXiv preprint arXiv:1706.00241*, 2017 (article)