Search Results - "Müller, K."

SchNetPack: A Deep Learning Toolbox For Atomistic Systems by Schütt, K. T, Kessel, P, Gastegger, M, Nicoli, K. A, Tkatchenko, A, Müller, K.-R

“…SchNetPack is a toolbox for the development and application of deep neural networks that predict potential energy surfaces and other quantum-chemical…”
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Unifying machine learning and quantum chemistry with a deep neural network for molecular wavefunctions by Schütt, K. T., Gastegger, M., Tkatchenko, A., Müller, K.-R., Maurer, R. J.

“…Machine learning advances chemistry and materials science by enabling large-scale exploration of chemical space based on quantum chemical calculations. While…”
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Comprehensive evidence implies a higher social cost of CO2 by Rennert, Kevin, Errickson, Frank, Prest, Brian C., Rennels, Lisa, Newell, Richard G., Pizer, William, Kingdon, Cora, Wingenroth, Jordan, Cooke, Roger, Parthum, Bryan, Smith, David, Cromar, Kevin, Diaz, Delavane, Moore, Frances C., Müller, Ulrich K., Plevin, Richard J., Raftery, Adrian E., Ševčíková, Hana, Sheets, Hannah, Stock, James H., Tan, Tammy, Watson, Mark, Wong, Tony E., Anthoff, David

“…The social cost of carbon dioxide (SC-CO 2 ) measures the monetized value of the damages to society caused by an incremental metric tonne of CO 2 emissions and…”
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Stark Effect Spectroscopy of Mono- and Few-Layer MoS2 by Klein, J, Wierzbowski, J, Regler, A, Becker, J, Heimbach, F, Müller, K, Kaniber, M, Finley, J. J

“…We demonstrate electrical control of the A-exciton interband transition in mono- and few-layer MoS2 crystals embedded into photocapacitor devices via the DC…”
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NEARLY OPTIMAL TESTS WHEN A NUISANCE PARAMETER IS PRESENT UNDER THE NULL HYPOTHESIS by Elliott, Graham, Müller, Ulrich K., Watson, Mark W.

“…This paper considers nonstandard hypothesis testing problems that involve a nuisance parameter. We establish an upper bound on the weighted average power of…”
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On-Chip Generation, Routing, and Detection of Resonance Fluorescence by Reithmaier, G, Kaniber, M, Flassig, F, Lichtmannecker, S, Müller, K, Andrejew, A, Vučković, J, Gross, R, Finley, J. J

“…Quantum optical circuits can be used to generate, manipulate, and exploit nonclassical states of light to push semiconductor based photonic information…”
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Diversity and functions of intestinal mononuclear phagocytes by Joeris, T, Müller-Luda, K, Agace, W W, Mowat, A McI

“…The intestinal lamina propria (LP) contains a diverse array of mononuclear phagocyte (MNP) subsets, including conventional dendritic cells (cDC), monocytes and…”
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How to represent crystal structures for machine learning: Towards fast prediction of electronic properties by Schütt, K. T., Glawe, H., Brockherde, F., Sanna, A., Müller, K. R., Gross, E. K. U.

“…High-throughput density functional calculations of solids are highly time-consuming. As an alternative, we propose a machine learning approach for the fast…”
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Site-selectively generated photon emitters in monolayer MoS2 via local helium ion irradiation by Klein, J., Lorke, M., Florian, M., Sigger, F., Sigl, L., Rey, S., Wierzbowski, J., Cerne, J., Müller, K., Mitterreiter, E., Zimmermann, P., Taniguchi, T., Watanabe, K., Wurstbauer, U., Kaniber, M., Knap, M., Schmidt, R., Finley, J. J., Holleitner, A. W.

“…Quantum light sources in solid-state systems are of major interest as a basic ingredient for integrated quantum photonic technologies. The ability to tailor…”
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Federated Learning in Dentistry: Chances and Challenges by Rischke, R., Schneider, L., Müller, K., Samek, W., Schwendicke, F., Krois, J.

“…Building performant and robust artificial intelligence (AI)–based applications for dentistry requires large and high-quality data sets, which usually reside in…”
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Spatial Correlation Robust Inference by Müller, Ulrich K., Watson, Mark W.

“…We propose a method for constructing confidence intervals that account for many forms of spatial correlation. The interval has the familiar “estimator plus and…”
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Scoring of tumor-infiltrating lymphocytes: From visual estimation to machine learning by Klauschen, F., Müller, K.-R., Binder, A., Bockmayr, M., Hägele, M., Seegerer, P., Wienert, S., Pruneri, G., de Maria, S., Badve, S., Michiels, S., Nielsen, T.O., Adams, S., Savas, P., Symmans, F., Willis, S., Gruosso, T., Park, M., Haibe-Kains, B., Gallas, B., Thompson, A.M., Cree, I., Sotiriou, C., Solinas, C., Preusser, M., Hewitt, S.M., Rimm, D., Viale, G., Loi, S., Loibl, S., Salgado, R., Denkert, C.

“…The extent of tumor-infiltrating lymphocytes (TILs), along with immunomodulatory ligands, tumor-mutational burden and other biomarkers, has been demonstrated…”
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Toward Unsupervised Adaptation of LDA for Brain-Computer Interfaces by Vidaurre, C., Kawanabe, M., von Bünau, P., Blankertz, B., Müller, K. R.

“…There is a step of significant difficulty experienced by brain-computer interface (BCI) users when going from the calibration recording to the feedback…”
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Spatial Unit Roots and Spurious Regression by Müller, Ulrich K., Watson, Mark W.

“…This paper proposes a model for, and investigates the consequences of, strong spatial dependence in economic variables. Our findings echo those of the…”
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An introduction to kernel-based learning algorithms by Muller, K.-R., Mika, S., Ratsch, G., Tsuda, K., Scholkopf, B.

“…This paper provides an introduction to support vector machines, kernel Fisher discriminant analysis, and kernel principal component analysis, as examples for…”
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Novel multivariate methods to track frequency shifts of neural oscillations in EEG/MEG recordings by Vidaurre, C., Gurunandan, K., Idaji, M. Jamshidi, Nolte, G., Gómez, M., Villringer, A., Müller, K.-R., Nikulin, V.V.

“…•Three frequency estimation measures called instantaneous frequency, local frequency and peak frequency are explained and compared.•We also present three novel…”
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Regular gaming behavior and internet gaming disorder in European adolescents: results from a cross-national representative survey of prevalence, predictors, and psychopathological correlates by Müller, K. W., Janikian, M., Dreier, M., Wölfling, K., Beutel, M. E., Tzavara, C., Richardson, C., Tsitsika, A.

“…Excessive use of online computer games which leads to functional impairment and distress has recently been included as Internet Gaming Disorder (IGD) in…”
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Electric-Field Switchable Second-Harmonic Generation in Bilayer MoS2 by Inversion Symmetry Breaking by Klein, J, Wierzbowski, J, Steinhoff, A, Florian, M, Rösner, M, Heimbach, F, Müller, K, Jahnke, F, Wehling, T. O, Finley, J. J, Kaniber, M

“…We demonstrate pronounced electric-field-induced second-harmonic generation in naturally inversion symmetric 2H stacked bilayer MoS2 embedded into…”
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INFERENCE WITH FEW HETEROGENEOUS CLUSTERS by Ibragimov, Rustam, Müller, Ulrich K.

“…Suppose estimating a model on each of a small number of potentially heterogeneous clusters yields approximately independent, unbiased, and Gaussian parameter…”
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Distinct and early increase in circulating MMP-9 in COVID-19 patients with respiratory failure by Ueland, T, Holter, JC, Holten, AR, Müller, KE, Lind, A, Bekken, GK, Dudman, S, Aukrust, P, Dyrhol-Riise, AM, Heggelund, L

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