Dr. Andreas Henrici

Personal profile

Position at the ZHAW

www.zhaw.ch/iamp

Projects

• Machine learning for NMR spectroscopy / Project leader / Project ongoing
• 3rd European COST Conference on Mathematics for Industry in Switzerland / Team member / Project completed
• 2nd European COST Conference on Mathematics for Industry in Switzerland / Team member / Project completed
• 1st European COST Conference on Mathematics for Industry in Switzerland / Team member / Project completed

Publications

• 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).

  Available from: 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).

  Available from: https://doi.org/10.3389/frai.2022.1116416

• Henrici, Andreas; Osterrieder, Jörg,

  2022.

  Editorial: Artificial intelligence in finance and industry: Highlights from 6 European COST conferences.

  Frontiers in Artificial Intelligence.

  5(1007074).

  Available from: https://doi.org/10.3389/frai.2022.1007074

• Henrici, Andreas,

  2018.

  Nekhoroshev stability for the Dirichlet Toda lattice.

  Symmetry.

  10(10), pp. 506.

  Available from: https://doi.org/10.3390/sym10100506

• Henrici, Andreas,

  2015.

  Symmetries of the periodic Toda lattice, with an application to normal forms and perturbations of the lattice with Dirichlet boundary conditions.

  Discrete and Continuous Dynamical Systems, Series A.

  35(7), pp. 2949-2977.

  Available from: https://doi.org/10.3934/dcds.2015.35.2949

• 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.

  Available from: 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, ed.,

  EUROMAR 2022 Abstractbook.

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

  ZHAW Zürcher Hochschule für Angewandte Wissenschaften.

  pp. 236.

  Available from: 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, ed.,

  EUROMAR 2022 Abstractbook.

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

  ZHAW Zürcher Hochschule für Angewandte Wissenschaften.

  pp. 242.

  Available from: https://doi.org/10.21256/zhaw-27336

• Henrici, Andreas,

  2017.

  Nekhoroshev theorem for the Dirichlet Toda chain [poster].

  In:

  Symmetry 2017 - 1st International Conference on Symmetry, Barcelona, Spain, 16-18 October 2017.

  Winterthur:

  ZHAW Zürcher Hochschule für Angewandte Wissenschaften.

  Available from: https://doi.org/10.21256/zhaw-5533

• Henrici, Andreas; Neukom, Martin,

  2016.

  Synchronization in chains of van der Pol oscillators [paper].

  In:

  Grossmann, Rolf; Hajdu, Georg, eds.,

  Proceedings SMC 2016, 31.8. - 3.9.2016, Hamburg, Germany.

  13th Sound and Music Computing Conference and Summer School (SMC 2016), Hamburg, 31 August - 3 September 2016.

  Hamburg:

  Hochschule für Musik und Theater.

  pp. 216-221.

  Available from: https://doi.org/10.21256/zhaw-5503

• Henrici, Andreas; Neukom, Martin,

  2016.

  Synchronization of van der Pol oscillators with delayed coupling [paper].

  In:

  Timmermans, Hans, ed.,

  International Computer Music Conference Proceedings 2016.

  ICMC 2016 - 42nd International Computer Music Conference, Utrecht, Netherlands, 12-16 September 2016.

  San Francisco:

  International Computer Music Association.

  pp. 213-218.

  Available from: https://doi.org/10.21256/zhaw-4799

• Henrici, Andreas,

  2018.

  Nekhoroshev theorem for the Toda lattice with Dirichlet boundary conditions.

  In:

  Proceedings, Volume 2, Symmetry 2017.

  Symmetry 2017 - 1st International Conference on Symmetry, Barcelona, Spain, 16-18 October 2017.

  MDPI.

  Available from: https://doi.org/10.3390/proceedings2010018

Publications before appointment at the ZHAW

"Perturbation Theory for Fermi-Pasta-Ulam Chains". Südwestdeutscher Verlag für Hochschulschriften, Saarbrücken (2009)

"Nekhoroshev theorem for the periodic Toda lattice", A. Henrici & T. Kappeler, Chaos 19, 033120 (2009)
"Resonant normal form for even periodic FPU chains", A. Henrici & T. Kappeler, J. Eur. Math. Soc. 11(5), 1025-1056 (2009)
"Birkhoff normal form for the periodic Toda lattice", A. Henrici & T. Kappeler, Integrable Systems and Random Matrices, Contemp. Math. 458, 11-29 (2008)
"Global Birkhoff coordinates for the periodic Toda lattice", A. Henrici & T. Kappeler, Nonlinearity 21, 2731-2758 (2008)
"Global action-angle variables for the periodic Toda lattice", A. Henrici & T. Kappeler, Int. Math. Res. Not., article ID rnn031 (2008)
"Results on normal forms for FPU chains", A. Henrici & T. Kappeler, Comm. Math. Phys. 278, 145-177 (2008)

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