Search Results - "Preuss, Roland"

Anomalous Dynamics of Cell Migration by Dieterich, Peter, Klages, Rainer, Preuss, Roland, Schwab, Albrecht

“…Cell movement-for example, during embryogenesis or tumor metastasis-is a complex dynamical process resulting from an intricate interplay of multiple components…”
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Outlier-Robust Surrogate Modeling of Ion-Solid Interaction Simulations by Preuss, Roland, von Toussaint, Udo

“…Data for complex plasma-wall interactions require long-running and expensive computer simulations. Furthermore, the number of input parameters is large, which…”
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Global Optimization Employing Gaussian Process-Based Bayesian Surrogates by Preuss, Roland, von Toussaint, Udo

“…The simulation of complex physics models may lead to enormous computer running times. Since the simulations are expensive it is necessary to exploit the…”
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Sequential Batch Design for Gaussian Processes Employing Marginalization by Preuss, Roland, von Toussaint, Udo

“…Within the Bayesian framework, we utilize Gaussian processes for parametric studies of long running computer codes. Since the simulations are expensive, it is…”
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Maximum entropy and Bayesian data analysis: Entropic prior distributions by Caticha, Ariel, Preuss, Roland

“…The problem of assigning probability distributions which reflect the prior information available about experiments is one of the major stumbling blocks in the…”
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Bayesian Inference and Maximum Entropy Methods in Science and Engineering—MaxEnt 2019 by Udo von Toussaint, Roland Preuss

“…As key building blocks for modern data processing and analysis methods—ranging from AI, ML and UQ to model comparison, density estimation and parameter…”
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Bayesian Determination of Parameters for Plasma-Wall Interactions by Preuss, Roland, Arredondo, Rodrigo, von Toussaint, Udo

“…Within the Bayesian framework a non-intrusive uncertainty quantification is performed to assess the uncertainty of ion–solid interaction simulations. For this…”
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Klinik uygulama teknikleri, tanı, tedavi ilkeleri, ilaçlar kılavuzu: yoğun bakım / Jörg Braun ve Roland Preuss ; katkıda bulunanlar K. Dalhoff ... [vb.] ; çeviri Dr. Talat Mesud Yelbuz by Braun, Jörg, Preuss, Roland, Yelbuz, Talat Mesut

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Klinik uygulama teknikleri tanı tedavi ilkeleri ilaçlar kılavuzu yoğun bakım by Braun, Jörg, Preuss, Roland

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Interaction of CH 3 and H with amorphous hydrocarbon surfaces: estimation of reaction cross sections using Bayesian probability theory by Meier, Matthias, Preuss, Roland, Dose, Volker

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Interaction of CH3 and H with amorphous hydrocarbon surfaces: estimation of reaction cross sections using Bayesian probability theory by Meier, Matthias, Preuss, Roland, Dose, Volker

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GPEC, a real-time capable Tokamak equilibrium code by Rampp, Markus, Preuss, Roland, Fischer, Rainer, Team, the ASDEX Upgrade

“…Fusion Science and Technology 70(1), 2016, 1-13 A new parallel equilibrium reconstruction code for tokamak plasmas is presented. GPEC allows to compute…”
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Entropic Priors by Caticha, Ariel, Preuss, Roland

“…The method of Maximum (relative) Entropy (ME) is used to translate the information contained in the known form of the likelihood into a prior distribution for…”
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Maximum Entropy and Bayesian Data Analysis: Entropic Priors by Caticha, Ariel, Preuss, Roland

“…Phys.Rev. E70 (2004) 046127 The problem of assigning probability distributions which objectively reflect the prior information available about experiments is…”
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Anomalous dynamics of cell migration by Dieterich, Peter, Klages, Rainer, Preuss, Roland, Schwab, Albrecht

“…PNAS 105, 459 (2008) Cell movement, for example during embryogenesis or tumor metastasis, is a complex dynamical process resulting from an intricate interplay…”
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