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1

Bayesian inference in physics

von Toussaint, Udo

Journal:

Review of Modern Physics

Year:

2011

Language:

english

File:

PDF, 4.37 MB

english, 2011

2

Invariance priors for Bayesian feed-forward neural networks

Udo v. Toussaint, Silvio Gori, Volker Dose

Journal:

Neural Networks

Year:

2006

Language:

english

File:

PDF, 1001 KB

english, 2006

3

Determination of the sticking coefficient of energetic hydrocarbon molecules by molecular dynamics

Klaus Tichmann, Udo von Toussaint, Wolfgang Jacob

Journal:

Journal of Nuclear Materials

Year:

2012

Language:

english

File:

PDF, 759 KB

english, 2012

4

Arc erosion on W plasma facing components in ASDEX Upgrade

Rohde, V., Balden, M., Endstrasser, N., von Toussaint, Udo

Journal:

Journal of Nuclear Materials

Year:

2013

Language:

english

File:

PDF, 965 KB

english, 2013

5

Results and consequences of high heat flux testing as quality assessment of the Wendelstein 7-X divertor

Greuner, Henri, Toussaint, Udo v., Böswirth, Bernd, Boscary, Jean, Peacock, Alan

Journal:

Fusion Engineering and Design

Year:

2013

Language:

english

File:

PDF, 548 KB

english, 2013

6

Bayesian Neural-Networks-Based Evaluation of Binary Speckle Data

Toussaint, Udo V., Gori, Silvio, Dose, Volker

Journal:

Year:

2004

Language:

english

File:

PDF, 486 KB

english, 2004

7

Relevance of surface roughness to tungsten sputtering and carbon implantation

Bizyukov, Ivan, Krieger, Karl, Azarenkov, Nikolay, Toussaint, Udo v.

Journal:

Journal of Applied Physics

Year:

2006

Language:

english

File:

PDF, 821 KB

english, 2006

8

AIP Conference Proceedings [AIP BAYESIAN INFERENCE AND MAXIMUM ENTROPY METHODS IN SCIENCE AND ENGINEERING: 32nd International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering - Garching, Germany (15–20 July 2012)] - Preface: 32nd International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering

von Toussaint, Udo

Year:

2013

Language:

english

File:

PDF, 95 KB

english, 2013

9

[AIP Bayesian Inference and Maximum Entropy Methods In Science and Engineering - Paris, France (8-13 July 2006)] AIP Conference Proceedings - Bayesian Analysis of Ellipsometry Measurements

Toussaint, Udo v., Schwarz-Selinger, Thomas, Hopf, Christian

Year:

2006

Language:

english

File:

PDF, 1.36 MB

english, 2006

10

[AIP BAYESIAN INFERENCE AND MAXIMUM ENTROPY METHODS IN SCIENCE AND ENGINEERING - ()] AIP Conference Proceedings - Deconvolution using thin-plate splines

Toussaint, Udo v., Gori, Silvio, Knuth, Kevin H., Caticha, Ariel, Center, Julian L., Giffin, Adom, Rodríguez, Carlos C.

Year:

2007

Language:

english

File:

PDF, 954 KB

english, 2007

11

[AIP 2007 - Varenna (Italy) (24–28 September 2007)] AIP Conference Proceedings - Integrated Data Analysis for Fusion: A Bayesian Tutorial for Fusion Diagnosticians

Dinklage, Andreas, Dreier, Heiko, Fischer, Rainer, Gori, Silvio, Preuss, Roland, Toussaint, Udo von, Gorini, Giuseppe, Orsitto, Francesco P., Sindoni, Elio, Tardocchi, Marco

Year:

2008

Language:

english

File:

PDF, 1.03 MB

english, 2008

12

[AIP BAYESIAN INFERENCE AND MAXIMUM ENTROPY METHODS IN SCIENCE AND ENGINEERING: Proceedings of the 28th International Workshop on Bayesian Inference and Maximum Entropy Methods in Science and Engineering - Boraceia, Sao Paulo (Brazil) (6–11 July 2008)] AIP Conference Proceedings - Optimizing Nuclear Reaction Analysis (NRA) using Bayesian Experimental Design

von Toussaint, Udo, Schwarz-Selinger, Thomas, Gori, Silvio, de Souza Lauretto, Marcelo, de Bragança Pereira, Carlos Alberto, Stern, Julio Michael

Year:

2008

Language:

english

File:

PDF, 1.24 MB

english, 2008

13

Comparative study of the dust particle population sampled during four consecutive campaigns in full-tungsten ASDEX Upgrade

Endstrasser, Nikolaus, Rohde, Volker, Balden, Martin, Humrickhouse, Paul, von Toussaint, Udo, Braams, Bastiaan J, Chung, Hyun-Kyung, Neu, Rudolf

Journal:

Physica Scripta

Year:

2011

Language:

english

File:

PDF, 872 KB

english, 2011

14

Bayesian Probability Theory (Applications in the Physical Sciences) || Quantified maximum entropy

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 394 KB

english, 2014

15

Bayesian Probability Theory (Applications in the Physical Sciences) || Monte Carlo methods

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 907 KB

english, 2014

16

Bayesian Probability Theory (Applications in the Physical Sciences) || Change point problems

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 996 KB

english, 2014

17

Bayesian Probability Theory (Applications in the Physical Sciences) || Unrecognized signal contributions

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 289 KB

english, 2014

18

Bayesian Probability Theory (Applications in the Physical Sciences) || References

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 112 KB

english, 2014

19

Bayesian Probability Theory (Applications in the Physical Sciences) || Testable information and maximum entropy

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 314 KB

english, 2014

20

Bayesian Probability Theory (Applications in the Physical Sciences) || Numerical integration

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 480 KB

english, 2014

21

Bayesian Probability Theory (Applications in the Physical Sciences) || Regression

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 409 KB

english, 2014

22

Bayesian Probability Theory (Applications in the Physical Sciences) || Selected proofs and derivations

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 143 KB

english, 2014

23

Bayesian Probability Theory (Applications in the Physical Sciences) || The Bayesian way

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 217 KB

english, 2014

24

Bayesian Probability Theory (Applications in the Physical Sciences) || Nested sampling

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 517 KB

english, 2014

25

Bayesian Probability Theory (Applications in the Physical Sciences) || Integral equations

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 489 KB

english, 2014

26

Bayesian Probability Theory (Applications in the Physical Sciences) || Basic definitions for frequentist statistics and Bayesian inference

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 270 KB

english, 2014

27

Bayesian Probability Theory (Applications in the Physical Sciences) || Model selection

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 477 KB

english, 2014

28

Bayesian Probability Theory (Applications in the Physical Sciences) || Function estimation

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 485 KB

english, 2014

29

Bayesian Probability Theory (Applications in the Physical Sciences) || The frequentist approach

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 126 KB

english, 2014

30

Bayesian Probability Theory (Applications in the Physical Sciences) || Mathematical compendium

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 196 KB

english, 2014

31

Bayesian Probability Theory (Applications in the Physical Sciences) || Consistent inference on inconsistent data

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 716 KB

english, 2014

32

Bayesian Probability Theory (Applications in the Physical Sciences) || Symbols and notation

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 71 KB

english, 2014

33

Bayesian Probability Theory (Applications in the Physical Sciences) || Limit theorems

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 253 KB

english, 2014

34

Bayesian Probability Theory (Applications in the Physical Sciences) || Bayesian experimental design

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 1.13 MB

english, 2014

35

Measuring deuterium permeation through tungsten near room temperature under plasma loading using a getter layer and ion-beam based detection

Kapser, Stefan, Manhard, Armin, von Toussaint, Udo

Journal:

Nuclear Materials and Energy

Year:

2017

Language:

english

File:

PDF, 710 KB

english, 2017

36

Data Analysis: a (not so) silent revolution

von Toussaint, Udo

Journal:

Europhysics News

Year:

2017

Language:

english

File:

PDF, 261 KB

english, 2017

37

Fuel removal from tile gaps with oxygen discharges: reactivity of neutrals

Schwarz-Selinger, Thomas, Toussaint, Udo von, Hopf, Christian, Jacob, Wolfgang

Journal:

Physica Scripta

Year:

2009

Language:

english

File:

PDF, 820 KB

english, 2009

38

Influence of sub-surface damage evolution on low-energy-plasma-driven deuterium permeation through tungsten

Kapser, Stefan, Balden, Martin, da Silva, Tiago Fiorini, Elgeti, Stefan, Manhard, Armin, Schmid, Klaus, Schwarz-Selinger, Thomas, von Toussaint, Udo

Journal:

Year:

2018

Language:

english

File:

PDF, 3.27 MB

english, 2018

39

General Hyperplane Prior Distributions Based on Geometric Invariances for Bayesian Multivariate Linear Regression

von Toussaint, Udo

Journal:

Year:

2015

Language:

english

File:

PDF, 604 KB

english, 2015

40

Sequential Batch Design for Gaussian Processes Employing Marginalization †

Preuss, Roland, von Toussaint, Udo

Journal:

Year:

2017

Language:

english

File:

PDF, 463 KB

english, 2017

41

Global Optimization Employing Gaussian Process-Based Bayesian Surrogates

Preuss, Roland, von Toussaint, Udo

Journal:

Year:

2018

Language:

english

File:

PDF, 639 KB

english, 2018

42

Bayesian Probability Theory (Applications in the Physical Sciences) || Preface

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

File:

PDF, 42 KB

2014

43

Topology optimization of tungsten/copper structures for plasma-facing component applications

Curzadd, Bailey, von Müller, Alexander, Neu, Rudolf, von Toussaint, Udo

Journal:

Year:

2019

Language:

english

File:

PDF, 1.92 MB

english, 2019

44

Bayesian Probability Theory (Applications in the Physical Sciences) || Bayesian inference

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 558 KB

english, 2014

45

Bayesian Probability Theory (Applications in the Physical Sciences) || Continuous distributions

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 695 KB

english, 2014

46

Bayesian Probability Theory (Applications in the Physical Sciences) || Bayesian parameter estimation

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 175 KB

english, 2014

47

Bayesian Probability Theory (Applications in the Physical Sciences) || Global smoothness

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 156 KB

english, 2014

48

Bayesian Probability Theory (Applications in the Physical Sciences) || The central limit theorem

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 219 KB

english, 2014

49

Bayesian Probability Theory (Applications in the Physical Sciences) || The meaning of ‘probability’

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 251 KB

english, 2014

50

Bayesian Probability Theory (Applications in the Physical Sciences) || Sampling distributions

der Linden, Wolfgang von, Dose, Volker, von Toussaint, Udo

Year:

2014

Language:

english

File:

PDF, 609 KB

english, 2014

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