Search Results - "HERRMANN, LUKAS"

Assessing the heterogeneity in the transmission of infectious diseases from time series of epidemiological data by Schneckenreither, Günter, Herrmann, Lukas, Reisenhofer, Rafael, Popper, Niki, Grohs, Philipp

“…Structural features and the heterogeneity of disease transmissions play an essential role in the dynamics of epidemic spread. But these aspects can not…”
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The Impact of COVID-19 on Interpersonal Aspects in Elementary School by Herrmann, Lukas, Nielsen, Birgitte Lund, Aguilar-Raab, Corina

“…Social-emotional education and the relational competence of school staff and leaders are emphasized in research since they strongly impact childrens’ social,…”
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Simulation-Based Comparison of Novel Automated Construction Systems by Herrmann, Lukas, Boumann, Roland, Lehmann, Mario, Müller, Samuel, Bruckmann, Tobias

“…As automated construction processes require large workspaces and high payloads, the use of cables is a reasonable approach to span wide distances and share…”
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Exploring Action Research from a Social Field Perspective by Eva Pomeroy, Lukas Herrmann, Sebastian Jung, Els Laenens, Laura Pastorini, Angelique Ruiter

“…In this piece we share our discovery process as action researchers in an online, global change initiative that emerged during the first lockdown of the…”
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Social Fields: Knowing the Water We Swim in by Pomeroy, Eva, Herrmann, Lukas

“…While the term ‘social field’ has surfaced sporadically in various disciplines throughout the twentieth Century, it has largely lain dormant as a conceptual…”
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A Deep Dive Into Social Field Shifts by Lukas Herrmann

“…Social fields have garnered increasing interest among practitioners and researchers, particularly due to the need to address multiple intersecting crises and…”
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Deep neural network approximation for high-dimensional elliptic PDEs with boundary conditions by Grohs, Philipp, Herrmann, Lukas

“…Abstract In recent work it has been established that deep neural networks (DNNs) are capable of approximating solutions to a large class of parabolic partial…”
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QMC integration for lognormal-parametric, elliptic PDEs: local supports and product weights by Herrmann, Lukas, Schwab, Christoph

“…We analyze convergence rates of quasi-Monte Carlo (QMC) quadratures for countably-parametric solutions of linear, elliptic partial differential equations (PDE)…”
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Strong convergence analysis of iterative solvers for random operator equations by Herrmann, Lukas

“…For the numerical solution of linear systems that arise from discretized linear partial differential equations, multigrid and domain decomposition methods are…”
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QUASI-MONTE CARLO INTEGRATION FOR AFFINE-PARAMETRIC, ELLIPTIC PDEs: LOCAL SUPPORTS AND PRODUCT WEIGHTS by GANTNER, ROBERT N., HERRMANN, LUKAS, SCHWAB, CHRISTOPH

“…We analyze convergence rates of first-order quasi-Monte Carlo (QMC) integration with randomly shifted lattice rules and for higher-order, interlaced polynomial…”
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The fast reduced QMC matrix–vector product by Dick, Josef, Ebert, Adrian, Herrmann, Lukas, Kritzer, Peter, Longo, Marcello

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Neural and spectral operator surrogates: unified construction and expression rate bounds by Herrmann, Lukas, Schwab, Christoph, Zech, Jakob

“…Approximation rates are analyzed for deep surrogates of maps between infinite-dimensional function spaces, arising, e.g., as data-to-solution maps of linear…”
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Multimethod Approach to the Low-Overpotential Region of Micro- to Macro-Scale Working Electrodes of Sub-10 nm Gold Nanoparticles in the CO 2 Reduction Reaction by Dieterich, Emil, Herrmann, Lukas, Dzhyginas, Olga, Binnenböse, Lukas, Steimecke, Matthias, Kinkelin, Simon-Johannes, Bron, Michael

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Multilevel approximation of Gaussian random fields: Covariance compression, estimation, and spatial prediction by Harbrecht, Helmut, Herrmann, Lukas, Kirchner, Kristin, Schwab, Christoph

“…The distribution of centered Gaussian random fields (GRFs) indexed by compacta such as smooth, bounded Euclidean domains or smooth, compact and orientable…”
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Constructive Deep ReLU Neural Network Approximation by Herrmann, Lukas, Opschoor, Joost A. A., Schwab, Christoph

“…We propose an efficient, deterministic algorithm for constructing exponentially convergent deep neural network (DNN) approximations of multivariate, analytic…”
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Multimethod Approach to the Low-Overpotential Region of Micro- to Macro-Scale Working Electrodes of Sub-10 nm Gold Nanoparticles in the CO2 Reduction Reaction by Dieterich, Emil, Herrmann, Lukas, Dzhyginas, Olga, Binnenböse, Lukas, Steimecke, Matthias, Kinkelin, Simon-Johannes, Bron, Michael

“…The electrochemical carbon dioxide reduction reaction (CO2RR) over carbon-supported gold nanoparticles (AuNP) was investigated using a broad variety of…”
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Numerical analysis of lognormal diffusions on the sphere by Herrmann, Lukas, Lang, Annika, Schwab, Christoph

“…Numerical solutions of stationary diffusion equations on the unit sphere with isotropic lognormal diffusion coefficients are considered. Hölder regularity in L…”
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Know Thy Selves: Learning to Understand Oneself Increases the Ability to Understand Others by Böckler, Anne, Herrmann, Lukas, Trautwein, Fynn-Mathis, Holmes, Tom, Singer, Tania

“…Understanding others’ feelings, intentions, and beliefs is a crucial social skill both for our personal lives and for meeting the challenges of a globalized…”
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COVID-19 and Its Potential for Disruption and Transformation in Public Health: Lessons Learned from the Perspective of Young Professionals by Sell, Kerstin, Kuhn, Eva, Arnold, Laura, Boehm, Claudia, Gepp, Sophie, Havemann, Matthias, Herrmann, Lukas, Hommes, Franziska, Jung, Laura, Mathé, Philipp, Mörschel, Katharina, Stratil, Jan, Fischer, Florian

“…The COVID-19 pandemic has both exposed and intensified various challenges for Public Health and the Public Health service (ÖGD) in Germany. However, it also…”
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Intrahepatic neutrophil accumulation and extracellular trap formation are associated with posthepatectomy liver failure by Brunnthaler, Laura, Pereyra, David, Brenner, Miriam, Santol, Jonas, Herrmann, Lukas, Schrottmaier, Waltraud C, Pirabe, Anita, Schmuckenschlager, Anna, Kim, Sarang, Kern, Anna Emilia, Huber, Felix Xaver, Michels, Lisa Emilie, Brostjan, Christine, Salzmann, Manuel, Hohensinner, Philipp, Kain, Renate, Gruenberger, Thomas, Starlinger, Patrick, Assinger, Alice

“…Posthepatectomy liver failure (PHLF) represents a life-threatening complication with limited therapeutic options. Neutrophils play a critical and dynamic role…”
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