Prof. Dr. Dirk Wilhelm

Persönliches Profil

Tätigkeit an der ZHAW

Direktor School of Engineering
www.zhaw.ch/de/engineering/ueber-uns

Unterricht:
in Mathematik: Numerik für Maschinentechnik
in Fluiddynamik: OpenFoam EVA (im MSE)
in Medizintechnik: Medizintechnik für Systemtechnik

www.zhaw.ch/de/engineering/institute-zentren/iamp/

Arbeits- und Forschungsschwerpunkte, Spezialkenntnisse

Nuclear Magnetic Resonance Spectroscopy (NMR), Magnetic Resonance Imaging (MRI)
Computational Fluid Dynamics (CFD)
Microfluidics
Hochfrequenztechnik
Numerische Mathematik

Aus- und Fortbildung

2019 Machine Learning, Stanford Online, Coursera
2017 Higher Education Management (HEM)
2014 CAS Hochschuldidaktik PH Zürich
2007 Executive Master in Business Administration, HTW Chur
2000 Dr. sc. techn., Maschinenbau ETH Zürich
1994 Dipl. Physik, Universität Göttingen

Beruflicher Werdegang

seit 2020 Externer Dozent an der Uni Zürich
seit 2019 Direktor der ZHAW School of Engineering
2016 Professor für Medizinphysik
2013 Leiter Abteilung für Angewandte Mathematik, Physik, Systems and Operations (ZHAW SoE)
2003 Abteilungsleiter F&E, Bruker BioSpin AG
2001 Entwicklungsingenieur, Alstom Schweiz
2000 Post-Doc, UC Santa Barbara

Mitglied in Netzwerken

• FTAL (Präsident)
• DPG
• ASME
• VDI
• Swiss Engineering STV
• Winlink (Präsident)
• COST Mathematics for Industry Network
• Innovationspanel der DIZH (Digitalisierungsinitiative des Kanton Zürich)

Projekte

• Conference series on AI in Industry and Finance / Teammitglied / Projekt laufend
• Maschinelles Lernen für NMR-Spektroskopie / Stellv. ProjektleiterIn / Projekt abgeschlossen
• SCIS Simulation Based Calibration of Infusion Systems / Teammitglied / Projekt abgeschlossen
• 3rd European COST Conference on Mathematics for Industry in Switzerland / Teammitglied / Projekt abgeschlossen
• PhD Network in Data Science / ProjektleiterIn / Projekt abgeschlossen
• 2nd European COST Conference on Mathematics for Industry in Switzerland / Teammitglied / Projekt abgeschlossen
• 1st European COST Conference on Mathematics for Industry in Switzerland / Teammitglied / Projekt abgeschlossen
• Entwicklung eines Ultra-Low-Temperature NMR Probenkopfes für hochgeschwindigkeits Magic-Angle-Spinning Anwendungen mit Hilfe von Computational Fluid Dynamics (CFD) Simulationen / ProjektleiterIn / Projekt abgeschlossen

Publikationen

• Schmid, N.; Bruderer, S.; Paruzzo, F.; Fischetti, G.; Toscano, G.; Graf, D.; Fey, M.; Henrici, A.; Ziebart, V.; Heitmann, B.; Grabner, H.; Wegner, J.D.; Sigel, R.K.O.; Wilhelm, D.,

  2023.

  Deconvolution of 1D NMR spectra : a deep learning-based approach.

  Journal of Magnetic Resonance.

  347(107357).

  Verfügbar unter: https://doi.org/10.1016/j.jmr.2022.107357

• Fischetti, Giulia; Schmid, Nicolas; Bruderer, Simon; Caldarelli, Guido; Scarso, Alessandro; Henrici, Andreas; Wilhelm, Dirk,

  2023.

  Automatic classification of signal regions in 1H nuclear magnetic resonance spectra.

  Frontiers in Artificial Intelligence.

  5(1116416).

  Verfügbar unter: https://doi.org/10.3389/frai.2022.1116416

• Herzog, Nicoleta; Weber, Alexander Séverin; Purea, Armin; Osen, David; Knott, Benno; Engelke, Frank; Wilhelm, Dirk; et al.,

  2022.

  Ultra low temperature microturbine for magic angle spinning system.

  Journal of Fluids Engineering.

  144(8), S. 081205-1-081205-12.

  Verfügbar unter: https://doi.org/10.1115/1.4053746

• Herzog, Nicoleta; Wilhelm, Dirk; Koch, Stefan; Purea, Armin; Osen, David; Knott, Benno; Engelke, Frank,

  2016.

  Aerodynamic optimization of a microturbine inserted in a magic-angle spinning system.

  Journal of Fluids Engineering.

  138(12), S. 121106.

• Cousin, Samuel; Charlier, Cyril; Kadeřávek, Pavel; Marquardsen, Thorsten; Tyburn, Jean-Max; Bovier, Pierre-Alain; Ulzega, Simone; Speck, Thomas; Wilhelm, Dirk; Engelke, Frank; Maas, Werner; Sakellariou, Dimitrios; Bodenhausen, Geoffrey; Pelupessy, Philippe; Ferrage, Fabien,

  2016.

  High-resolution two-field nuclear magnetic resonance spectroscopy.

  Physical Chemistry Chemical Physics.

  18(48), S. 33187-33194.

  Verfügbar unter: https://doi.org/10.1039/C6CP05422F

• Wilhelm, Dirk; Purea, Armin; Engelke, Frank,

  2015.

  Fluid flow dynamics in MAS systems.

  Journal of Magnetic Resonance.

  257, S. 51-63.

  Verfügbar unter: https://doi.org/10.1016/j.jmr.2015.05.006

• Wilhelm, Dirk; Meiburg, Eckart,

  2004.

  Three-dimensional spectral element simulations of variable density and viscosity, miscible displacements in a capillary tube.

  Computers & Fluids.

  33(3), S. 485-508.

  Verfügbar unter: https://doi.org/10.1016/S0045-7930(03)00059-8

• Meiburg, Eckart; Vanaparthy, Surya H.; Payr, Matthias D.; Wilhelm, Dirk,

  2004.

  Density-driven instabilities of variable-viscosity miscible fluids in a capillary tube.

  Annals of the New York Academy of Sciences.

  S. 383-402.

  Verfügbar unter: https://doi.org/10.1196/annals.1324.032

• Vanaparthy, Surya Harith; Meiburg, E.; Wilhelm, Dirk,

  2003.

  Density-driven instabilities of miscible fluids in a capillary tube : linear stability analysis.

  Journal of Fluid Mechanics.

  497, S. 99-121.

  Verfügbar unter: https://doi.org/10.1017/S0022112003006499

• Wilhelm, Dirk; Härtel, Carlos; Kleiser, Leonhard,

  2003.

  Computational analysis of the two-dimensional–three-dimensional transition in forward-facing step flow.

  Journal of Fluid Mechanics.

  489, S. 1-27.

  Verfügbar unter: https://doi.org/10.1017/S0022112003004440

• Jenny, Bettina; Wilhelm, Dirk; Valero-Garcés, Blas Lorenzo,

  2003.

  The southern westerlies in central chile : holocene precipitation estimates based on a water balance model for Laguna Aculeo (33°50′S).

  Climate Dynamics.

  20(2-3), S. 269-280.

  Verfügbar unter: https://doi.org/10.1007/s00382-002-0267-3

• Wilhelm, Dirk; Kleiser, L.,

  2002.

  Application of a spectral element method to two-dimensional forward-facing step flow.

  Journal of Scientific Computing.

  17(1-4), S. 619-627.

  Verfügbar unter: https://doi.org/10.1023/A:1015178831786

• Kleiser, Leonhard; Wilhelm, Dirk,

  2001.

  Stability analysis for different formulations of the nonlinear term in PN−PN−2 spectral element discretizations of the navier–stokes equations.

  Journal of Computational Physics.

  174(1), S. 306-326.

  Verfügbar unter: https://doi.org/10.1006/jcph.2001.6912

• Wilhelm, Dirk; Kleiser, Leonhard,

  2000.

  Stable and unstable formulations of the convection operator in spectral element simulations.

  Applied Numerical Mathematics.

  33(1-4), S. 275-280.

  Verfügbar unter: https://doi.org/10.1016/S0168-9274(99)00093-8

• Wilhelm, Dirk; Härtel, Carlos; Eckelmann, Helmut,

  1998.

  On the relation between fronts and high-shear layers in wall turbulence.

  Flow, Turbulence and Combustion.

  60(1), S. 87-103.

  Verfügbar unter: https://doi.org/10.1023/A:1009952224076

• Wilhelm, Dirk,

  2000.

  Numerical investigation of three-dimensional separation in a forward-facing step flow using a spectral element method.

  ETH Zürich.

  Fortschritt-Bericht ; 7.

  Verfügbar unter: https://doi.org/10.3929/ethz-a-004037003

• Schmid, Nicolas; Bruderer, Simon; Fischetti, Giulia; Paruzzo, Federico; Toscano, Giuseppe; Graf, Dominik; Fey, Michael; Ziebart, Volker; Henrici, Andreas; Grabner, Helmut; Wegner, Jan Dirk; Sigel, Roland K.O.; Heitmann, Björn; Wilhelm, Dirk,

  2023.

  Deconvolution of NMR spectra : a deep learning-based approach [Poster].

  In:

  Datalab Symposium, Winterthur, Schweiz, 11. Januar 2023.

  ZHAW Zürcher Hochschule für Angewandte Wissenschaften.

  Verfügbar unter: https://doi.org/10.21256/zhaw-27429

• Fischetti, Giulia; Schmid, Nicolas; Bruderer, Simon; Paruzzo, Federico; Toscano, Giuseppe; Graf, Dominik; Fey, Michael; Henrici, Andreas; Scarso, Alessandro; Caldarelli, Guido; Heitmann, Björn; Wilhelm, Dirk,

  2022.

  A deep ensemble learning method for automatic classification of multiplets in 1D NMR spectra [Poster].

  In:

  Prisner, Thomas, Hrsg.,

  EUROMAR 2022 Abstractbook.

  European Conference on Magnetic Resonance (EUROMAR), Utrecht, The Netherlands, 10-14 July 2022.

  ZHAW Zürcher Hochschule für Angewandte Wissenschaften.

  S. 236.

  Verfügbar unter: https://doi.org/10.21256/zhaw-27328

• Schmid, Nicolas; Bruderer, Simon; Fischetti, Giulia; Paruzzo, Federico; Toscano, Giuseppe; Graf, Dominik; Fey, Michael; Henrici, Andreas; Grabner, Helmut; Wegner, Jan Dirk; Sigel, Roland K. O.; Heitmann, Björn; Wilhelm, Dirk,

  2022.

  Deconvolution of NMR spectra : a deep learning-based approach [Poster].

  In:

  Prisner, Thomas, Hrsg.,

  EUROMAR 2022 Abstractbook.

  European Conference on Magnetic Resonance (EUROMAR), Utrecht, The Netherlands, 10-14 July 2022.

  ZHAW Zürcher Hochschule für Angewandte Wissenschaften.

  S. 242.

  Verfügbar unter: https://doi.org/10.21256/zhaw-27336

• Henrici, Andreas; Schwendner, Peter; Deflorin, Patricia; Wilhelm, Dirk; Füchslin, Rudolf Marcel, Hrsg.,

  2023.

  Artificial Intelligence in Finance and Industry : Volume II - Highlights from the 7th European Conference.

  7th European COST Conference on Artificial Intelligence in Industry and Finance, Winterthur, Switzerland, 28 September 2022.

  Frontiers Research Foundation.

  .

  Verfügbar unter: https://www.frontiersin.org/research-topics/38909/

• Deflorin, Patricia; Füchslin, Rudolf Marcel; Henrici, Andreas; Osterrieder, Joerg; Schwendner, Peter; Wilhelm, Dirk, Hrsg.,

  2022.

  Artificial Intelligence in Finance and Industry : highlights from 6 European COST conferences.

  5th European COST Conference on Artificial Intelligence in Industry and Finance, Winterthur, Switzerland (online), 3 September 2020.

  Frontiers Research Foundation.

  .

  Verfügbar unter: https://www.frontiersin.org/research-topics/18514/

• Dep, Rajdeep; Meier, Beat; Jenny, Patrick; Wilhelm, Dirk,

  2019.

  Stability analysis of gas bearing in Magic Angle Spinning (MAS) systems [Poster].

  In:

  3rd Gas Bearing Workshop, Düsseldorf, Germany, 25 March 2019.

  VDE/VDI-Gesellschaft Mikroelektronik Mikrosystem- und Feinwerktechnik.

• Wilhelm, Dirk,

  2015.

  Fluid flow dynamics in a Nuclear Magnetic Resonance system.

  Atlas of Science.

  Verfügbar unter: http://atlasofscience.org/fluid-flow-dynamics/

• Wilhelm, Dirk,

  2015.

  Rotating flow simulations with OpenFOAM.

  International Journal of Aeronautical Science & Aerospace Research.

  S1:001.

  Verfügbar unter: https://doi.org/10.21256/zhaw-1441

• Hostettler, Marco; Stingelin, Simon; De Lorenzi, Flavio; Füchslin, Rudolf Marcel; Jacomet, Cyrill; Koll, Stephan; Wilhelm, Dirk; Boiger, Gernot,

  2022.

  Modelling of peristaltic pumps for viscoelastic tube material properties under consideration of fatigue effects.

  In:

  Multiphysics 2022.

  International Conference of Multiphysics, Oslo, Norway, 15-16 December 2022.

  International Society of Multiphysics.

  S. 33.

  Verfügbar unter: https://static1.squarespace.com/static/5c9f89c101232c1d41297d67/t/639912525a90a93394aa8b71/1670976084271/MULTIPHYSICS+2022-Abstract+Booklet.pdf

Publikationen vor Tätigkeit an der ZHAW

Wilhelm, Dirk; Lohmann, Joost; Hinderer, Jörg; Grubinger, Hans, Dynamic nuclear polarization-device for producing hyperpolarized liquid for nuclear magnetic resonance- and magnetic resonance imaging-measurements, has cryostat which has opening and load path for loading cryostat with measuring sample, DE102013219453 B3, 2014

Schimdig, Daniel; Al Adwan-Stojilkovic, Danijela; Wilhelm, Dirk, NMR-Probenkopf mit verbesserter Zentrierung des Probenröhrchens, DE102013212312 A1, 2014

Gisler, Philipp; Wilhelm, Dirk, Pfenninger, Christoph, NMR measuring configuration with temperature control device for a sample vial, DE102012217601 A1, 2014

Denoth, Schimun; Buttazzoni, Silvia; Speck, Thomas; Wilhelm, Dirk, Gradient coil with correction windings and method for production thereof, US Patent, US 2013/0229182 A1, 2013

Wilhelm, Dirk; Speck, Thomas; Schett, Oskar, NMR measuring configuration with optimized sample container geometry and method for calculating the shape of the sample container, US Patent, US2012/256632 A1, 2012

Grossniklaus, Beat; Raffa, Federico; Mayer, Markus; Wilhelm, Dirk, Temperature control device for an NMR sample tube, US2011/284192 A1, 2011

McFeat, Jose; Schulz, Ingolf; Wilhelm, Dirk, Gas turbine blade shroud, US2008/019835 A1, 2008

Zurück