Mathematical Modelling and Data Analysis

Name

Working areas

Prof. Dr. Bär, Markus

Phone: +49(0)30 3481 7687

Markus.Baer(at)ptb.de

(Head of working group)

• Collective effects of active particles and oscillators

• Control of electrical wave propagation in the heart

• Modelling and inverse Problems in Nanometrology

• Numerical Simulation of Fluid Flows

• Uncertainty Quantification

• Scattering Problem in Flow Cytometry

• Active Fluids

Buran, Pavel

Phone: +49(0)30 3481 7773

Pavel.Buran(at)ptb.de

• Control of electrical wave propagation in the heart

Mehari, Temesgen

Tel.: 030 3481 7083

Temesgen.Mehari(at)ptb.de

Olbrich, Marc

Phone: +49(0)30 3481 7098

Marc.Olbrich(at)ptb.de

• Numerical Simulation of Fluid Flows

Dr. Petrov, Eugene

Phone: +49(0)30 3481 7484

eugene.petrov(at)ptb.de

• Control of electrical wave propagation in the heart

Polansky, Jiři

Phone: +49(0)30 3481 7756

Jiri.Polansky(at)ptb.de

• Numerical Simulation of Fluid Flows

Dr. Schmelter, Sonja

Phone: +49(0)30 3481 7766

Sonja.Schmelter(at)ptb.de

• Numerical Simulation of Fluid Flows

• Uncertainty Quantification

von Kenne, Albert

Phone: +49(0)30 3481 7287

albert.v.kenne(at)ptb.de

• Collective effects of active particles and oscillators

Weiss, Sebastian

Tel.: 030 3481 7083

Sebastian.Weiss(at)ptb.de

• Numerical Simulation of Fluid Flows

Dr. Weissenbrunner, Andreas

Tel.: 030 3481 7229

andreas.weissenbrunner@ptb.de

• Numerical Simulation of Fluid Flows

Dr. Winkler, Benjamin

Phone: +49(0)30 3481 7784

benjamin.winkler(at)ptb.de

• Control of electrical wave propagation in the heart

• Uncertainty Quantification

Worlitzer, Vasco

Phone: +49(0)30 3481 7414

Vasco.Worlitzer(at)ptb.de

• Active Fluids

Name

Working areas

Dr. Elster, Clemens

Phone: +49 (0)30 3481 7492

Clemens.Elster(at)ptb.de

(Head of working group)

• Measurement uncertainty
• Regression
• Analysis of key comparisons
• Analysis of dynamic measurements
• Virtual experiments
• Bayesian concentration estimation from ELISA measurements
• Measurement Uncertainty - practical perspective
• Large-scale data analysis
• Sampling procedures in legal metrology
• Deep Learning

Amanova, Narbota

Phone: +49(0)30 3481 7807

narbota.amanova(at)ptb.de

• Deep Learning

Bernburg, Hugalf

Phone: +49 (0)30 3481 7487

hugalf.bernburg(at)ptb.de

• Sampling procedures in legal metrology

Dr. Faller, Josua

Phone: +49 (0)30 3481 7819

josua.faller(at)ptb.de

• Deep Learning

Gatefait, Constance

Phone: +49 (0)30 3481 7353

constance.gatefait(at)ptb.de

• Quantitative MR-based imaging of physical biomarkers
• Large-scale data analysis

Gruber, Maximilian

Phone: +49 (0)30 3481 7646

maximilian.gruber(at)ptb.de

• Analysis of dynamic measurements

Hoffmann, Lara

Phone: +49 (0)30 3481 7807

Lara.Hoffmann(at)ptb.de

• Deep Learning
• Virtual experiments

Kaya, Umur Can

Phone: +49 (0)30 3481 7948

Umur.Kaya(at)ptb.de

• Large-scale data analysis
• Regression

Dr. Klauenberg, Katy

Phone: +49 (0)30 3481 7614

Katy.Klauenberg(at)ptb.de

• Measurement uncertainty
• Regression
• Analysis of key comparisons
• Bayesian Concentration Estimation from ELISA Measurements
• Measurement Uncertainty - practical perspective
• Sampling procedures in legal metrology

Dr. Marschall, Manuel

Phone: +49 (0)30 3481 7948

Manuel.Marschall(at)ptb.de

• Measurement uncertainty
• Regression
• Virtual experiments
• Bayesian compressed sensing for nanoscale chemical mapping in the mid-infrared regime
• Large-scale data analysis

Dr. Martin, Jörg

Phone: +49 (0)30 3481 7489

joerg.martin(at)ptb.de

• Deep Learning
• Measurement uncertainty
• Regression

Schmähling, Franko

Phone: +49 (0)30 3481 7984

Franko.Schmaehling(at)ptb.de

• Deep Learning
• Bayesian compressed sensing for nanoscale chemical mapping in the mid-infrared regime
• State of health of Li-Ion batteries
• Development of methods for characterizing integral quantities from differential optical measurements
• Camera based near-field goniophotometer and temperatur measurement in the visual spectral range
• Virtual experiments
• Analysis of dynamic measurements

Dr. Scholz, Gregor

Phone: +49 (0)531 592 4241

gregor.scholz(at)ptb.de

• Virtual experiments

Stavridis, Manuel

Phone: +49 (0)30 3481 7947

Manuel.Stavridis(at)ptb.de

• Virtual experiments

Dr. Wübbeler, Gerd

Phone: +49 (0)30 3481 7242

Gerd.Wuebbeler(at)ptb.de

• Measurement uncertainty
• Regression
• Analysis of key comparisons
• Multidimensional reflectrometry
• Measurement Uncertainty - practical perspective
• Large-scale data analysis
• Bayesian compressed sensing for nanoscale chemical mapping in the mid-infrared regime

Name

Areas of activities

Dr. Heidenreich, Sebastian

Tel.: 030 3481 7726

Sebastian.Heidenreich(at)ptb.de

(Head of the group)

• Statistical inverse problems

• Uncertainty quantification

• Active fluids

Casfor Zapata, Maren

Tel.: 030 3481 7306 

Maren.Casfor(at)ptb.de

• Inverse problems in optics and nanometrology

• Model uncertainty

Farchmin, Nando

Tel.: 030 3481 7083

Nando.Farchmin(at)ptb.de

• Uncertainty Quantification

• Inverse problems in optics and nanometrology

• Bayesian inversion for computational expensive models

Henze, Oliver

Tel.: 030 3481 7883

Oliver.Henze(at)ptb.de

• European network on mathematics and statistics in metrology

• IT-Specialist and Data managemet

Dr. Kulikova, Galina,

Tel.: 030 3481 7405

Galina.Kulikova(at)ptb.de

• European network on mathematics and statistics in metrology 

Siegel Toni

Tel.: 030 3481 7828

Toni.Siegel(at)ptb.de

• Active fluids

Dr. Worlitzer, Vasco

Tel.: 030 3481 7414

Vasco.Worlitzer@ptb.de

• Active fluids
• Uncertainty Quantification

Dr. Hofmann, Fabian

Tel.: 030 3481 7863

Fabian.Hofmann@ptb.de

• Optics and nanometrology

Dr. Winkler, Benjamin

Tel.: 030 3481 7784

Benjamin.Winkler(at)ptb.de

• Electrical wave propagation in the heart

• Uncertainty Quantification 

Kalteis, Eugenie

Tel.: 030 3481 7306

Eugenie.Kalteis(at)ptb.de

• Electrical wave propagation in the heart
• Uncertainty Quantification

Name

Working areas

Prof. Dr. Haufe, Stefan

Tel.: +49(0)30 3481 7824

stefan.haufe(at)ptb.de

(Head of working group)

• Machine Learning
• Signal Processing
• Analysis of electrophysiological and other neuroimaging data

Agarwal, Nikita

Tel.: +49(0)30 3481 7866

nikita.agarwal(at)ptb.de

• EEG
• Computational  neuropsychiatry
• Precise medicine
• Machine Learning 

Clark, Benedict

Tel.: +49(0)30 3481 7803

benedict.clark(at)ptb.de

• Explainable AI
• Machine Learning
• Causal Inference
• Statistics

Dr. Kirchner, Thomas

Tel.: +49(0)30 3481 7858

thomas.kirchner(at)ptb.de

• Biomedical Photonics
• EEG
• Photoacoustics 

Zhumagambetov, Rustam

Tel.: +49(0)30 3481 7866

rustam.zhumagambetov(at)ptb.de

• Generative machine learning
• Deep learning