V. Dose

Modeling Energy Confinement in Plasma (2008)

Abstract: A reversible jump Markov chain Monte Carlo technique is applied to estimate the number and parameters of peaks in ubiquitous physical problems in the framework of Bayesian probability...

Devices By Neural, R. Preuss, M. Daghoferý, V. Dose

Energy confinement data of large fusion devices are analyzed in terms of reduced variables which consist of certain combinations of the machine variables. The goal is to predict the single variable...

A Prior for Neural Networks Utilizing Enclosing Spheres for Normalization (2008)

U. V. Toussaint, S. Gori, V. Dose

Neural Networks are famous for their advantageous flexibility for problems when there is insufficient knowledge to set up a proper model. On the other hand this flexibility can cause overfitting and...

Physical data assessment for energy confinement scaling laws (2008)

Dreier, H., Preuss, R., Dinklage, A., Dose, V.

Bayesian analysis of the species-specific lengthening of the growing season in two European countries and the influence of an insect pest (2008)

Menzel, A., Estrella, N., Heitland, W., Susnik, A., Schleip, C., Dose, V.

Data adaptive control parameter estimation for scaling laws for magnetic fusion devices (2008)

Preuss, R., Dreier, H., Dinklage, A., Dose, V.

Norway spruce (Picea abies): Bayesian analysis of the relationship between temperature and bud burst (2008)

Schleip, C., Menzel, A., Dose, V.

Analysis of Mixtures in Physical Spectra (2007)

Bayesian analysis of magnetic island dynamics (2007)

A reversible jump Markov chain Monte Carlo technique is applied to estimate the number and parameters of peaks in ubiquitous physical problems in the framework of Bayesian probability theory. For...

R. Preuss, M. Maraschek, H. Zohm, V. Dose

The dynamics of neoclassical tearing modes (NTM) is theoretically described by the general-ized Rutherford equation for the magnetic island width [1, 2]: where µ0r τR τR

Formulae for cross sections and rate coefficients for partial electron impact ionization of CH 4 and H 2 (2007)

V. Dose, P. Pecher, R. Preuss

Robust, accurate and asymptotically exact cross section formulae for all direct and dissociative electron impact ionization channels of methane and hydrogen are presented. The parameter estimation...

Bayesian Background Estimation (2007)

R. Fischer, V. Dose, K. M. Hanson, W. Von, Der Linden

The ubiquitous problem of estimating the background of a measured spectrum is solved with Bayesian probability theory. A mixture model is used to capture the defining characteristics of the problem,...

Quantitative Analysis of Multicomponent Mass Spectra (2007)

R. Preuss, H. Kang, T. Schwarz-selinger, V. Dose

We present a method for the decomposition of mass spectra of gas mixtures together with the relevant calibration measurements. Only the consistent usage of calibration measurements, though noisy,...

HANDLING DISCORDANT DATA SETS (2007)

R. Preuss, P. Pecher, V. Dose

Abstract. Experimental data from different sources may suffer from discordant calibrations and possibly covers different regions of the independent variables. A model function spanning the complete...

Physical Mixture Modeling with Unknown Number of Components (2007)

Analysis of multicomponent mass spectra applying Bayesian (2007)

Measured physical spectra often comprise an unknown number of components of known parametric family. A reversible jump Markov chain Monte Carlo (RJMCMC) technique is applied to the problem of...

T. Schwarz-selinger, R. Preuss, V. Dose

In this paper we develop a method for the decomposition of mass spectra of gas mixtures together with the relevant calibration measurements. The method is based on Bayesian probability theory. Given...

Bayesian model comparison using (2007)

From Ch Plasma, H. D. Kang, V. Dose

Gauss approximation on multicomponent mass spectra

HOW TO SEPARATE THE SIGNAL FROM THE BACKGROUND (2007)

W. Von, Der Linden, V. Dose, R. Fischer

Abstract. In many applications like radio astronomy and electron spectroscopy three sources contribute to the measured signal: the desired image, the noise, and an unknown slowly varying background....

Abstract. (2007)

V. Dose, R. Fischer, W. Von, Der Linden

Deconvolution of experimental measurements in e.g. electron or ion scattering can result in considerable resolution enhancement. It is usually assumed that the apparatus function which we wish to...

MODEL COMPARISON WITH ENERGY CONFINEMENT DATA FROM LARGE FUSION EXPERIMENTS (2007)

R. Preuss, V. Dose, W. Von, Der Linden

Abstract. Bayesian probability theory is applied to the model selection problem in describing the energy confinement of a fusion plasma by scaling laws. Here several possible physical scenarios lead...

BAYESIAN CONSIDERATION OF THE TOMOGRAPHY PROBLEM (2007)

K. Ertl, V. Dose, Euratom Association

ABSTRACT. Soft X-ray tomography has become a standard diagnostic equipment to investigate plasma profiles. Due to limitations in viewing-access and detector numbers the reconstruction of the...

Application of MaxEnt to inverse photoemission spectroscopy (2007)

M. Donath, V. Dose, Euratom Association

ABSTRACT. Information about the spectral density gained by inverse photoemission spectroscopy is distorted by the Fermi distribution and the apparatus function. In many cases recovery of the desired...

Dimensionally constrained energy confinement analysis of W7-AS data (2007)

V. Dose, R. Preuss

A recently assembled W7-AS stellarator database has been subject to dimensionally constrained confinement analysis. The analysis employs Bayesian inference. Dimensional information is taken from the...

EURATOM Association (2007)

V. Dose, R. Fischer

Abstract. Bayesian probability theory allows to infer an image given data constraints, prior knowledge, and background information. One ingredient of the background information is usually paid little...

DIMENSIONALLY EXACT FORM-FREE ENERGY CONFINEMENT SCALING IN W7-AS (2007)

R. Preuss, V. Dose, W. Von, Der Linden

A semi empirical theory for global energy confinement in the stellarator W7AS is presented. It employs elementary rules of probability theory together with the transformation properties of the basic...

BAYESIAN ANALYSIS OF ION BEAM DIAGNOSTICS (2007)

U. V. Toussaint, R. Fischer, V. Dose

Abstract. Ion beam diagnostics are routinely used for quantitative analysis of the surface composition of mixture materials up to a depth of a few m. Unfortunately, advantageous properties of the...

THE VITAL IMPORTANCE OF PRIOR INFORMATION FOR THE DECOMPOSITION OF ION SCATTERING SPECTROSCOPY DATA (2007)

Probabilistic Evaluation of Growth Models Based on Time Dependent Auger Signals (2007)

ABSTRACT. The ubiquitous spectroscopic problem of decomposing overlapping lines is solved for ion scattering spectroscopy employing MaximumEntropy. The chosen example of Pd adsorption on a Ru surface...

V. Dose, N. Memmel, R. Fischer

The time-dependent Auger intensity measured during epitaxial growth of ultra-thin films is routinely used to study the growth process. The Auger signal yields integrated information about the...

Depth profile reconstruction from rutherford backscattering data (2007)

U. V. Toussaint, K. Krieger, R. Fischer, V. Dose

Abstract. An adaptive kernel method in the Bayesian framework together with a new simulation program for Rutherford backscattering spectroscopy (RBS) have been applied to the analysis of RBS data....

BAYESIAN GROUP ANALYSIS (2007)

W. Von, Der Linden, V. Dose, A. Ramaswami

In many fields of research the following problem is encountered: a large collection of data is given for which a detailed theory is yet missing. To gain insight into the underlying problem it is...

EVIDENCE INTEGRALS (2007)

W. Von, Der Linden, R. Fischer, V. Dose

Abstract. Evidence integrals are a key ingredient of quantified maximum entropy (QME). They allow to evaluate hyper-parameters which in turn determine the amount of regularization, the noise level,...

A Bayesian Approach to the Global Confinement Time Scaling in W7AS (2007)

V. Dose, A. Garrett

Abstract. A recently assembled W7AS stellarator database, consisting of 143 electron cyclotron resonance (ECR) heated discharges, 51 discharges heated by neutral beam injection (NI), and 5 discharges...

Bayesian estimate of the Newtonian constant of gravitation (2007)

Reply to the comment on "Bayesian estimate of the Newtonian constant of gravitation" (2007)

Bayesian inference in surface physics (2006)

Von Toussaint,U., Dose,V.

published online: 16.09.2005

Bayesian inference in surface physics (2006)

Von Toussaint, U., Dose, V.

Farmers annual activities are not tracking the speed of climate change (2006)

Menzel, A., Von Vopelius, J., Estrella, N., Schleip, C., Dose, V.

Bayesian correlation between temperature and blossom onset data (2006)

Dose, V., Menzel, A.

Invariance priors for Bayesian feed-forward neural networks (2006)

Von Toussaint, U., Gori, S., Dose, V.

Flexible and reliable profile estimation using exponential splines (2006)

Bayesian reconstruction of surface roughness and depth profiles (2005)

Mayer,M., Fischer,R., Lindig,S., Von Toussaint,U., Stark,R. W., Dose,V.

Bayesian reconstruction of surface roughness and depth profiles (2005)

Mayer,M., Fischer,R., Lindig,S., Von Toussaint,U., Stark,R. W., Dose,V.

Stellarator scaling considering uncertainties in machine variables (2005)

Preuss,R., Ascasibar,E., Dinklage,A., Dose,V., Harris,J. H., Kus,A., ...

Analysis of long-term time series of the beginning of owering by Bayesian function estimation (2005)

Menzel,A., Dose,V.

Errors in all variables (2005)

Function Estimation Employing Exponential Splines (2005)

Searching Faint and Extended Sources in the X-ray Universe (2005)

Guglielmetti,F., Fischer,R., Rosati,P., Mainieri,V., Dose,V.

Bayesian reconstruction of surface roughness and depth profiles (2005)

Mayer, M., Fischer, R., Lindig, S., Von Toussaint, U., Stark, R. W., Dose, V.

Elite? Elite! Exzellenz setzt die Abkehr vom Egalitätsprinzip voraus (2005)

Analysis of mixtures in physical spectra (2005)

Stellarator scaling considering uncertainties in machine variables (2005)

Preuss, R., Ascasibar, E., Dinklage, A., Dose, V., Harris, J. H., Kus, A., ...

Analysis of long-term time series of the beginning of flowering by Bayesian function estimation (2005)

Menzel, A., Dose, V.

Errors in all variables (2005)

Die Bayes'sche Variante (2005)

Function Estimation Employing Exponential Splines (2005)

Searching Faint and Extended Sources in the X-ray Universe (2005)

Guglielmetti, F., Fischer, R., Rosati, P., Mainieri, V., Dose, V.

Searching faint and extended sources in the X-ray universe (2005)

Guglielmetti, F., Fischer, R., Rosati, P., Mainieri, V., Dose, V.

Bayesian neural-networks-based evaluation of binary speckle data (2004)

Bayesian neural-networks-based evaluation of binary speckle data (2004)

Maximum entropy decomposition of quadrupole mass spectra (2004)

Von Toussaint,U., Dose,V., Golan,A.

Maximum entropy decomposition of quadrupole mass spectra (2004)

Von Toussaint,U., Dose,V., Golan,A.

Bayesian analysis of climate change impacts in phenology (2004)

Dose,V., Menzel,A.

Bayesian analysis of climate change impacts in phenology (2004)

Dose,V., Menzel,A.

Modeling Energy Confinement in Plasma Devices by Neural Networks (2004)

Preuss,R., Daghofer,M., Dose,V.

Mixture modeling for background and sources separation in x-ray astronomical images (2004)

Guglielmetti,F., Fischer,R., Dose,V.

A Prior for Neural Networks utilizing Enclosing Spheres for Normalization (2004)

A Prior for Neural Networks utilizing Enclosing Spheres for Normalization (2004)

Mixture modeling for background and sources separation in x-ray astronomical images (2004)

Guglielmetti,F., Fischer,R., Dose,V.

Modeling Energy Confinement in Plasma Devices by Neural Networks (2004)

Preuss,R., Daghofer,M., Dose,V.

Source detection with Bayesian inference on ROSAT all-sky survey data sample (2004)

Guglielmetti,F., Fischer,R., Dose,V., Voges,W., Boese,G.

Source detection with Bayesian inference on ROSAT all-sky survey data sample (2004)

Guglielmetti,F., Fischer,R., Dose,V., Voges,W., Boese,G.

Bayesian model comparison using gauss approximation on multicomponent mass spectra from CH₄ plasma (2004)

Kang,H., Dose,V.

Bayesian model comparison using gauss approximation on multicomponent mass spectra from CH₄ plasma (2004)

Kang,H., Dose,V.

Source Detection and Background Estimation with Bayesian Inference (2004)

Guglielmetti,F., Fischer,R., Voges,W., Boese,G., Dose,V.

Bayesian neural-networks-based evaluation of binary speckle data (2004)

Von Toussaint, U., Gori, S., Dose, V.

Maximum entropy decomposition of quadrupole mass spectra (2004)

Von Toussaint, U., Dose, V., Golan, A.

Bayesian analysis of climate change impacts in phenology (2004)

Dose, V., Menzel, A.

Modeling Energy Confinement in Plasma Devices by Neural Networks (2004)

Preuss, R., Daghofer, M., Dose, V.

A Prior for Neural Networks utilizing Enclosing Spheres for Normalization (2004)

Von Toussaint, U., Gori, S., Dose, V.

Mixture modeling for background and sources separation in x-ray astronomical images (2004)

Guglielmetti, F., Fischer, R., Dose, V.

Source detection with Bayesian inference on ROSAT all-sky survey data sample (2004)

Guglielmetti, F., Fischer, R., Dose, V., Voges, W., Boese, G.

Bayesian model comparison using gauss approximation on multicomponent mass spectra from CH4 plasma (2004)

Kang, H., Dose, V.

Datenanalyse mithilfe der Bayes'schen Wahrscheinlichkeitstheorie (2004)

Source Detection and Background Estimation with Bayesian Inference (2004)

Guglielmetti, F., Fischer, R., Voges, W., Boese, G., Dose, V.

Mixture modeling for background and sources separation in x-ray astronomical images (2004)

Guglielmetti, F., Fischer, R., Dose, V.

Bayesian Reconstruction of Surface Roughness and Depth Profiles (2004)

M. Mayer, R. Fischer, S. Lindig, U. Von Toussaint, R.W. Stark, V. Dose

Bayesian data analysis provides a consistent probabilistic theory for the extraction of sample parameters from spectra measured with MeV ion beam analysis methods. The application of Bayesian data...

Bayesian analysis of magnetic island dynamics (2003)

Preuss,R., Maraschek,M., Zohm,H., Dose,V.

Interaction of CH3 and H with amorphous hydrocarbon surfaces: estimation of reaction cross sections using Bayesian probability theory (2003)

Meier,M., Preuss,R., Dose,V.

Interaction of CH3 and H with amorphous hydrocarbon surfaces: estimation of reaction cross sections using Bayesian probability theory (2003)

Meier,M., Preuss,R., Dose,V.

Radical detection in a methane plasma (2003)

Kang,H. D., Dose,V.

We present a method for detecting and quantifying the concentration of free radicals produced in a low temperature methane process plasma employing quadrupole mass spectrometry and Bayesian analysis....

Determination of the Electron Temperature in Hydrogen Discharges wirh Energy Dispersive Mass Spectrometry (2003)

Schwarz-Selinger,T., Jacob,W., Preuss,R., Dose,V.

Radical detection in a methane plasma (2003)

Kang,H. D., Dose,V.

Bayesian analysis of magnetic island dynamics (2003)

Preuss,R., Maraschek,M., Zohm,H., Dose,V.

Interaction of CH3 and H with amorphous hydrocarbon surfaces: estimation of reaction cross sections using Bayesian probability theory (2003)

Meier, M., Preuss, R., Dose, V.

The interaction of CH3 and H with amorphous hydrocarbon surfaces plays a central role during plasma deposition of such films. Recently, this interaction has been explored in particle beam...

Determination of the Electron Temperature in Hydrogen Discharges wirh Energy Dispersive Mass Spectrometry (2003)

Schwarz-Selinger, T., Jacob, W., Preuss, R., Dose, V.

Bayesian inference in physics: case studies (2003)

Hyperplane priors (2003)

Radical detection in a methane plasma (2003)

Kang, H. D., Dose, V.

Bayesian analysis of magnetic island dynamics (2003)

Preuss, R., Maraschek, M., Zohm, H., Dose, V.

Bayesian Analysis of Magnetic Island Dynamics (2003)

R. Preuss, M. Maraschek, H. Zohm, V. Dose

We examine a first order differential equation with respect to time used to describe magnetic islands in magnetically confined plasmas. The free parameters of this equation are obtained by employing...

Bayesian analysis of magnetic island dynamics (2002)

Preuss, R., Maraschek, M., Zohm, H., Dose, V.

We examine a first order differential equation with respect to time coming up in the description of magnetic islands in magnetically confined plasmas. The free parameters of this equation are...

Thomson scattering analysis with the Bayesian probability theory (2002)

Fischer,R., Wendland,C., Dinklage,A., Gori,S., Dose,V.

Marginalization using the metric of the likelihood (2002)

Decomposition of multicomponent mass spectra using Bayesian probability theory (2002)

Although the likelihood function is normalizeable with respect to the data there is no guarantee that the same holds with respect to the model parameters. This may lead to singularities in the...

Kang,H. D., Preuss,R., Schwarz-Selinger,T., Dose,V.

Decomposition of multicomponent mass spectra using Bayesian probability theory (2002)

Kang, H. D., Preuss, R., Schwarz-Selinger, T., Dose, V.

We present a method for the decomposition of mass spectra of mixture gases using Bayesian probability theory. The method works without any calibration measurement and therefore applies also to the...

Thomson scattering analysis with the Bayesian probability theory (2002)

Fischer,R., Wendland,C., Dinklage,A., Gori,S., Dose,V.

Bayesian analysis of magnetic island dynamics of tearing modes in ASDEX Upgrade (2002)

Preuss,R., Maraschek,M., Zohm,H., Dose,V.

Physical mixture modeling with unknown number of components (2002)

Tomographic reconstruction from noisy data (2002)

Quantitative analysis of multicomponent mass spectra (2002)

Preuss,R., Kang,H. D., Schwarz-Selinger,T., Dose,V.

Physical mixture modeling with unknown number of components (2002)

Quantitative analysis of multicomponent mass spectra (2002)

Preuss,R., Kang,H. D., Schwarz-Selinger,T., Dose,V.

Tomographic reconstruction from noisy data (2002)

Thomson scattering analysis with the Bayesian probability theory (2002)

Fischer, R., Wendland, C., Dinklage, A., Gori, S., Dose, V.

Decomposition of multicomponent mass spectra using Bayesian probability theory (2002)

Kang, H. D., Preuss, R., Schwarz-Selinger, T., Dose, V.

Bayesian analysis of magnetic island dynamics of tearing modes in ASDEX Upgrade (2002)

Preuss, R., Maraschek, M., Zohm, H., Dose, V.

Physical mixture modeling with unknown number of components (2002)

Tomographic reconstruction from noisy data (2002)

Golan, A., Dose, V.

Quantitative analysis of multicomponent mass spectra (2002)

Preuss, R., Kang, H. D., Schwarz-Selinger, T., Dose, V.

Bayes in five days. Lecture notes from a ten hour tutorial on Bayesian analysis given at the International Max-Planck Research School on bounded plasmas, Greifswald, 14.05.2002-18.05.2002 (2002)

Decomposition of multicomponent mass spectra using Bayesian probability theory (2002)

H.D. Kang, R. Preuss, T. Schwarz-selinger, V. Dose

We present a method for the decomposition of mass spectra of mixture gases using Bayesian probability theory. The method works without any calibration measurement and therefore applies also to the...

Bayesian Background Estimation (2001)

Handling Discordant Data Sets (2001)

Preuss,R., Pecher,P., Dose,V.

Marginalization Using the Metric of Likelihood (2001)

Analysis of Multicomponent Mass Spectra Applying Bayesian Probability Theory (2001)

Bayesian Analysis of Ion Beam Diagnostics (2001)

Von Toussaint,U., Fischer,R., Dose,V.

Evaluation of chemical erosion data for carbon materials at high ion fluxes using Bayesian probability theory (2001)

Dose,V., Preuss,R., Roth,J.

Tokamak edge profile analysis employing Bayesian statistics (2001)

Dose,V., Neuhauser,J., Kurzan,B., Murmann,H., Salzmann,H.

A generalized information theoretical approach to tomographic reconstruction (2001)

Quantification of a radial beam source for methyl radicals (2001)

Schwarz-Selinger,T., Dose,V., Jacob,W., Keudell,A. Von

Quantification of a radial beam source for methyl radicals (2001)

Schwarz-Selinger,T., Dose,V., Jacob,W., Keudell,A. Von

Evaluation of chemical erosion data for carbon materials at high ion fluxes using Bayesian probability theory (2001)

Dose,V., Preuss,R., Roth,J.

A Generalized Information Theoretical Approach to Tomographic Reconstruction. (2001)

A Generalized Information Theoretical Approach to Tomographic Reconstruction. (2001)

Analysis of Multicomponent Mass Spectra Applying Bayesian Probability Theory. (2001)

Analysis of Multicomponent Mass Spectra Applying Bayesian Probability Theory. (2001)

Tokamak Edge Profile Analysis Employing Bayesian Statistics. (2001)

Dose,V., Neuhauser,J., Kurzan,B., Murmann,H., Salzmann,H.

Tokamak Edge Profile Analysis Employing Bayesian Statistics. (2001)

Dose,V., Neuhauser,J., Kurzan,B., Murmann,H., Salzmann,H.

Analysis of multicomponent mass spectra applying Bayesian probability theory (2001)

Bayesian Background Estimation (2001)

Fischer, R., Hanson, K. M., Dose, V.

Handling Discordant Data Sets (2001)

Preuss, R., Pecher, P., Dose, V.

Marginalization Using the Metric of Likelihood (2001)

Analysis of Multicomponent Mass Spectra Applying Bayesian Probability Theory (2001)

Schwarz-Selinger, T., Preuss, R., Dose, V.

Bayesian Analysis of Ion Beam Diagnostics (2001)

Von Toussaint, U., Fischer, R., Dose, V.

Evaluation of chemical erosion data for carbon materials at high ion fluxes using Bayesian probability theory (2001)

Dose, V., Preuss, R., Roth, J.

Tokamak edge profile analysis employing Bayesian statistics (2001)

Dose, V., Neuhauser, J., Kurzan, B., Murmann, H., Salzmann, H., ASDEX Upgrade Team

A generalized information theoretical approach to tomographic reconstruction (2001)

Golan, A., Dose, V.

Quantification of a radial beam source for methyl radicals (2001)

Schwarz-Selinger, T., Dose, V., Jacob, W., Von Keudell, A.

A Generalized Information Theoretical Approach to Tomographic Reconstruction. (2001)

Golan, A., Dose, V.

Analysis of Multicomponent Mass Spectra Applying Bayesian Probability Theory (2001)

Schwarz-Selinger, T., Preuss, R., Dose, V.

Tokamak Edge Profile Analysis Employing Bayesian Statistics (2001)

Dose, V., Neuhauser, J., Kurzan, B., Murmann, H., Salzmann, H., ASDEX Upgrade Team

Analysis of multicomponent mass spectra applying Bayesian probability theory (2001)

Schwarz-Selinger, T., Preuss, R., Dose, V.

Background estimation in experimental spectra (2000)

Background estimation in experimental spectra (2000)

Formulas for Cross Sections and Rate Coefficients for Partial Electron Impact Ionization of CH4 and H2 (2000)

Dose,V., Pecher,P., Preuss,R.

Background Estimation in Experimental Spectra (2000)

Formulas for Cross Sections and Rate Coefficients for partial Electron Impact Ionization of CH4 and H2 (2000)

Dose,V., Pecher,P., Preuss,R.

Formulas for Cross Sections and Rate Coefficients for partial Electron Impact Ionization of CH4 and H2 (2000)

Dose,V., Pecher,P., Preuss,R.

Background estimation in experimental spectra (2000)

Fischer, R., Hanson, K. M., Dose, V.

Formulas for Cross Sections and Rate Coefficients for Partial Electron Impact Ionization of CH4 and H2 (2000)

Dose, V., Pecher, P., Preuss, R.

Background Estimation in Experimental Spectra (2000)

Fischer, R., Hanson, K. M., Dose, V.

Formulas for Cross Sections and Rate Coefficients for partial Electron Impact Ionization of CH4 and H2 (2000)

Dose, V., Pecher, P., Preuss, R.

Reconstruction of Surfaces from Phase-Shifting Speckle Interferometry: Bayesian Approach (1999)

Berger,E., Dose,V., Jacobi,M., Koch,A. W.

Electron energy distribution reconstruction in low-pressure helium plasmas from optical measurements (1999)

Outlier tolerant parameter estimation (1999)

Dose,V.

Bayesian reconstruction of electron energy distributions from emission line intensities (1999)

Fischer,R., Jacob,W., Dose,V.

Depth profile reconstruction from Rutherford backscattering data (1999)

Von Toussaint,U., Krieger,K., Fischer,R., Dose,V.

Model comparison in plasma energy confinement scaling (1999)

The prior predictive value (1999)

Trace metal detection in natural water (1999)

Taglauer,A., Niessner,R., Dose,V., Taglauer,E.

Signal and background separation (1999)

Dose,V., Padayachee,J., Prozesky,V.

Dimensionally Exact Form-Free Energy Confinement Scaling in W7-AS (1999)

Bayesian PIXE background subtraction (1999)

Padayachee,J., Prozesky,V., Nkwinika,M. S., Dose,V.

Depth profile determination with confidence intervals from Rutherford backscattering data (1999)

Von Toussaint,U., Fischer,R., Krieger,K., Dose,V.

Reconstruction of Surfaces from Phase-Shifting Speckle Interferometry: Bayesian Approach (1999)

Berger, E., Dose, V., Jacobi, M., Koch, A. W.

Electron energy distribution reconstruction in low-pressure helium plasmas from optical measurements (1999)

Outlier tolerant parameter estimation (1999)

Bayesian reconstruction of electron energy distributions from emission line intensities (1999)

Fischer, R., Jacob, W., Dose, V.

Depth profile reconstruction from Rutherford backscattering data (1999)

Von Toussaint, U., Krieger, K., Fischer, R., Dose, V.

Model comparison in plasma energy confinement scaling (1999)

The prior predictive value (1999)

Trace metal detection in natural water (1999)

Taglauer, A., Niessner, R., Dose, V., Taglauer, E.

Signal and background separation (1999)

Dose, V., Padayachee, J., Prozesky, V.

Dimensionally Exact Form-Free Energy Confinement Scaling in W7-AS (1999)

Bayesian PIXE background subtraction (1999)

Padayachee, J., Prozesky, V., Nkwinika, M. S., Dose, V.

Depth profile determination with confidence intervals from Rutherford backscattering data (1999)

Von Toussaint, U., Fischer, R., Krieger, K., Dose, V.

Maximum Entropy and Bayesian Methods. Proceedings of the 18. International Workshop on Maximum Entropy and Bayesian Methods of Statistical Analysis (1999)

Dose, V., Fischer, R., Preuss, R.

Model comparison in plasma energy confinement scaling (1999)

R. Preuss, V. Dose, W. Von, Der Linden

Abstract. Energy confinement data of large fusion experiments have been analyzed in terms of dimensionless form free scaling functions. Several possible physical scenarios lead to different models...

Outlier tolerant parameter estimation (1999)

V. Dose, W. Von, Der Linden

Abstract. Real world does not only provide noisy instead of perfect data. Every experimentalist has now and then to deal with outliers. The situation is simple if isolated points stick out of the...

Bayesian reconstruction of electron energy distributions in helium plasmas from emission line intensities (1999)

R. Fischer, W. Jacob, W. Von, Der Linden, V. Dose

Abstract. Low-pressure plasmas are nowadays widely used for technical applications of plasma-surface interactions, such as plasma etching, material deposition, sputtering, etc. For a thorough...

Depth Profile Determination with Confidence Intervals from Rutherford Backscattering Data (1999)

U V Toussaint, R Fischer, K Krieger, V Dose

A new simulation program for Rutherford backscattering spectroscopy (RBS) together with an adaptive kernel method in the Bayesian probability theory framework was applied to the analysis of RBS data....

The Prior-Predictive Value: A Paradigm of Nasty Multi-Dimensional Integrals (1999)

W. Von, R. Preuss, V. Dose

At the heart of Bayesian model comparison lies the so-called priorpredictive value. In the important class of Quantified-MaxEnt applications analytic approximations are routinely used which often...

Depth Profile Reconstruction from Rutherford Backscattering Data (1998)

Toussaint, U. V., Krieger, K., Fischer, R., Dose, V.

An adaptive kernel method in the Bayesian framework together with a new simulation program for Rutherford backscattering spectroscopy (RBS) have been applied to the analysis of RBS data. Even in the...

Dimensionally constrained energy confinement analysis of W7-AS data (1998)

Dose,V., Preuss,R.

Deconvolution based on experimentally determined apparatus functions (1998)

Bayesian group analysis (1998)

Dose,V., Ramaswami,A.

Model comparison with energy confinement data from large fusion experiments (1998)

Dimensionally Exact Energy Confinement Scaling in W7-AS (1998)

Dose,V., Preuss,R.

Energy resolution enhancement in ion beam experiments with Bayesian probability theory (1998)

Fischer,R., Mayer,M., Dose,V.

Probabilistic evaluation of growth models based on time-dependent Auger signals (1998)

Dose,V., Memmel,N., Fischer,R.

Dimensionless energy confinement scaling in W7-AS (1998)

Bayesian techniques and the principle of maximum entropy in ion-beam analysis applications (1998)

Prozesky,V. M., Padayachee,J., Fischer,R., Dose,V., Weller,A.

Dimensionally constrained energy confinement analysis of W7-AS data (1998)

Dose, V., Preuss, R.

Deconvolution based on experimentally determined apparatus functions (1998)

Bayesian group analysis (1998)

Dose, V., Ramaswami, A.

Model comparison with energy confinement data from large fusion experiments (1998)

Dimensionally Exact Energy Confinement Scaling in W7-AS (1998)

Dose, V., Preuss, R.

Energy resolution enhancement in ion beam experiments with Bayesian probability theory (1998)

Fischer, R., Mayer, M., Dose, V.

Probabilistic evaluation of growth models based on time-dependent Auger signals (1998)

Dose, V., Memmel, N., Fischer, R.

Dimensionless energy confinement scaling in W7-AS (1998)

Bayesian techniques and the principle of maximum entropy in ion-beam analysis applications (1998)

Prozesky, V. M., Padayachee, J., Fischer, R., Dose, V., Weller, A.

The use of maximum entropy and Bayesian techniques in nuclear microprobe applications (1997)

Prozesky,V. M., Padayachee,J., Fischer,R., Dose,V., Ryan,C. G.

Approach for the evaluation of speckle deformation measurements by application of the wavelet transformation (1997)

Berger,E., Dose,V., Ruprecht,M. W., Koch,A. W.

Wavelet analysis of fusion plasma transients (1997)

Dose,V., Venus,G., Zohm,H.

Enhancement of the energy resolution in ion-beam experimentswith the maximum-entropy method (1997)

Fischer,R., Mayer,M., Dose,V.

Multivariate analysis of noise-corrupted PECVD data (1997)

Von Keudell,A., Annen,A., Dose,V.

Improved resolution in HREELS using maximum-entropy deconvolution: CO on PtxNi1−x(111) (1997)

Dose,V., Matzdorf,R., Pantförder,A., Meister,G., Goldmann,A.

Characterization of the temperature dependent phase transition of evaporated Ti films on diamond: Phase identification using maximum entropy data analysis (1997)

Miller,S., Fischer,R., Plank,H., Roth,J., Dose,V.

Mass spectroscopic measurements in the plasma edge of the W7-AS stellarator and their statistical analysis (1997)

Zebisch,P., Grigull,P., Dose,V., Taglauer,E.

The use of maximum entropy and Bayesian statistics in ion-beam applications (1997)

Prozesky,V. M., Padayachee,J., Fischer,R., Dose,V., Ryan,C. G.

The use of maximum entropy and Bayesian techniques in nuclear microprobe applications (1997)

Prozesky, V. M., Padayachee, J., Fischer, R., Dose, V., Ryan, C. G.

Approach for the evaluation of speckle deformation measurements by application of the wavelet transformation (1997)

Berger, E., Dose, V., Ruprecht, M. W., Koch, A. W.

Wavelet analysis of fusion plasma transients (1997)

Dose, V., Venus, G., Zohm, H.

Enhancement of the energy resolution in ion-beam experimentswith the maximum-entropy method (1997)

Fischer, R., Mayer, M., Dose, V.

Multivariate analysis of noise-corrupted PECVD data (1997)

Von Keudell, A., Annen, A., Dose, V.

Improved resolution in HREELS using maximum-entropy deconvolution: CO on PtxNi1−x(111) (1997)

Dose, V., Matzdorf, R., Pantförder, A., Meister, G., Goldmann, A.

Characterization of the temperature dependent phase transition of evaporated Ti films on diamond: Phase identification using maximum entropy data analysis (1997)

Miller, S., Fischer, R., Plank, H., Roth, J., Dose, V.

Mass spectroscopic measurements in the plasma edge of the W7-AS stellarator and their statistical analysis (1997)

Zebisch, P., Grigull, P., Dose, V., Taglauer, E.

The use of maximum entropy and Bayesian statistics in ion-beam applications (1997)

Prozesky, V. M., Padayachee, J., Fischer, R., Dose, V., Ryan, C. G.

Overview of ASDEX Upgrade results (1997)

KAUFMANN, M, SCHWEINZER, J, ALBRECHT, M, ALEXANDER, M, Asmussen, Katrin, BECKER, G, ...

How to seperate the signal from the background (1996)

Spline-based adaptive resolution image reconstruction (1996)

Bayesian parameter estimation of nuclear fuson confinement time scaling laws (1996)

Dose,V., Garrett,A.

On the importance of α marginalization in maximum entropy (1996)

Bayesian consideration of the tomography problem (1996)

Ertl,K., Dose,V.

Application of MAXENT to inverse photoemission spectroscopy (1996)

Donath,M., Dose,V.

Evidence integrals (1996)

Adaptive kernels and occam's razor in inversion problems (1996)

The vital importance of prior information for the decomposition of ion scattering spectroscopy data (1996)

A Bayesian approach to the global confinement time scaling in W7-AS (1996)

Dose,V., Garrett,A.

Maximum entropy based reconstruction of soft X-ray emissivity profiles in W7-AS (1996)

Ertl,K., Dose,V., Weller,A.

Island-size distributions of Ag on Pd(111) (1996)

Fischer,R., Fauster,Th., Dose,V.

How to seperate the signal from the background (1996)

Spline-based adaptive resolution image reconstruction (1996)

Bayesian parameter estimation of nuclear fuson confinement time scaling laws (1996)

Dose, V., Garrett, A.

On the importance of α marginalization in maximum entropy (1996)

Bayesian consideration of the tomography problem (1996)

Ertl, K., Dose, V.

Application of MAXENT to inverse photoemission spectroscopy (1996)

Donath, M., Dose, V.

Evidence integrals (1996)

Adaptive kernels and occam's razor in inversion problems (1996)

The vital importance of prior information for the decomposition of ion scattering spectroscopy data (1996)

A Bayesian approach to the global confinement time scaling in W7-AS (1996)

Dose, V., Garrett, A.

Maximum entropy based reconstruction of soft X-ray emissivity profiles in W7-AS (1996)

Ertl, K., Dose, V., Weller, A.

Island-size distributions of Ag on Pd(111) (1996)

Fischer, R., Fauster, Th., Dose, V.

Adaptive kernels and occam's razor in inversion problems (1996)

On the importance of ff marginalization in maximum entropy (1996)

Following the adaptive-kernel methods in density estimation theory we extend the quantified maximum entropy concept by locally varying correlations. The smoothing property of the adaptive kernels are...

R. Fischer, W. Von, Der Linden, V. Dose

Abstract. The correct entropic prior, computed by marginalization over the regularization parameter ff, is used to invert photoemission data and to restore the famous "Susie "...

Decomposition of ion scattering spectroscopy data employing maximum entropy (1995)

Decomposition of ion scattering spectroscopy data employing maximum entropy (1995)