Potrait

Andreas Trügler

Details about my work and research.

Publications

List of my scientific books and publications in peer-review journals and at conferences

Andreas Trügler

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Publications

You find a list of my publications together with my citation metrics at Google scholar. Alternatively I also provide a list with links to local pdf-files below. I try to update this list regularly, but apparently Google might be more efficient than me in this regard.


2025        2024        2023        2022        2018        2017        2016        2015        older       

Books and Book Chapters

  1. A. Trügler
    Optical Properties of Metallic Nanoparticles: Basic Principles and Simulation
    Springer Series in Materials Science, Vol. 232 (2016)
    ISBN:   978-3-319-25072-4 (Print),   978-3-319-25074-8 (Online)
    DOI:     10.1007/978-3-319-25074-8                 

  2. L. Dutkiewicz, Y. Miadzvetskaya, H. Ofe, A. Barnett, L. Helminger, S. Lindstaedt, A. Trügler
    Privacy preserving techniques for trustworthy data sharing, in Data Spaces - Design, Deployment and Future Directions
    Springer Cham, 2022
    ISBN:   978-3-030-98635-3
    DOI:     10.1007/978-3-030-98636-0_15                 

  3. L. Demelius, M. Jantscher, A. Trügler
    Moderner Datenschutz und vertrauenswürdige KI, in Health Care und Künstliche Intelligenz
    Narr Francke Attempto, 2024
    ISBN:   978-3-825-26257-0
    DOI:     10.36198/9783838562575

  4. U. Hohenester, A. Trügler, T. Feichtner, and D. Masiello
    Simulations and modeling for nanooptical spectroscopy
    to be published by DeGruyter in 2025

Submitted (under review)

  1. F. Meisingseth, L. Demelius, E. Dolezal, T. Gremsel, C. Rechberger, A. Trügler
    Towards ethics-based evaluation of differential privacy guarantees
    in preparation (2025).      

  2. S. Scher, A. Trügler, E. Schlager, F. Schalamon, J. Abermann
    Challenges of using Statistics and Explainable AI for understanding the connection between large scale variables and local conditions - a feasibility study
    in preparation (2025).      


2025

  1. L. Demelius, R. Kern, A. Trügler
    Recent Advances of Differential Privacy in Centralized Deep Learning: A Systematic Survey
    ACM Comput. Surv. 57, 158, (2025).       (ACM)

  2. S. Sousa, A. Trügler, R. Kern
    Assessing the impact of differential privacy in transfer learning with deep neural networks and transformer language models
    Neural Comput & Applic 37, 5097-5119 (2025)       (NCA)


2024

  1. D. Kowald, S. Scher, V. Pammer-Schindler, P. Müllner, K. Waxnegger, L. Demelius, A. Fessl, M. Toller, I. G. Mendoza Estrada, I. Simic, V. Sabol, A. Trügler, E. Veas, R. Kern, T. Nad and S. Kopeinik
    Establishing and evaluating trustworthy AI: overview and research challenges
    Front. Big Data 7 (2024).       (Frontiers)

  2. A. Trügler, L. Weissberg
    Der Spion, der aus Berlin kam: Benjamin Veitel Ephraims geheime Briefen über die Französische Revolution und ihre Entzifferung
    to appear in FBPG (2024).


2023

  1. S. Scher, B. Geiger, S. Kopeinik, A. Trügler and D. Kowald
    A conceptual model for leaving the data-centric approach in machine learning
    arXiv:2302.03361 [cs.CR] (2023).       (arXiv)

  2. K.L. Kapper, T. Goelles, S. Muckenhuber, A. Trügler, J. Abermann, B. Schlager, C. Gaisberger, J. Grahn, E. Malnes, A. Prokop, W. Schöner
    Automated snow avalanche monitoring for Austria: state-of-the-art and roadmap for future work
    Front. Remote Sens. 4:1156519 (2023).       (Frontiers)

  3. J. Abermann, B. Vandecrux, S. Scher, K. Löffler, F. Schalamon, A. Trügler, R. Fausto, and W. Schöner
    Learning from Alfred Wegener’s pioneering field observations in West Greenland after a century of climate change
    Sci Rep 13, 7583 (2023).       (Nature)

  4. S. Scher, S. Kopeinik, A. Trügler, and D. Kowald
    Modelling the long-term fairness dynamics of data-driven targeted help on job seekers
    Sci Rep 13, 1727 (2023).       (Nature)

  5. R. Walch, S. Soussa, L. Helminger, C. Rechberger, A. Trügler
    CryptoTL - Privacy-Preserving Transfer Learning
    arXiv:2205.11935 [cs.CR] (2023).        (arXiv)


2022

  1. S. Scher and A. Trügler
    Testing robustness of predictions of trained classifiers against naturally occurring perturbations
    submitted, arXiv:2204.10046 [cs.LG] (2022).       (arXiv)

  2. B. Bell, A. Trügler
    An execution-based side-channel attack on cloud-based superconducting quantum computers
    2022 IEEE International Conference on Quantum Computing and Engineering (QCE), 259-264.       (QCE)


2018

  1. G. Unger, A. Trügler, U. Hohenester
    Novel Modal Approximation Scheme for Plasmonic Transmission Problems
    Phys. Rev. Lett. 121, 246802 (2018).       (PDF)   (PRL)

  2. U. Hohenester, A. Trügler, P. E. Batson, and M. J. Lagos
    Inelastic vibrational bulk and surface losses of swift electrons in ionic nanostructures
    Phys. Rev. B 97, 165418 (2018).       (PDF)   (PRB)

  3. M. J. Lagos, A. Trügler, V. Amarasinghe, L. C. Feldman, U. Hohenester, and P. E. Batson
    Excitation of long wavelength surface optical vibrational modes in films and cubes using an atom-sized electron beam
    Microscopy, 1-11 (2018).      (PDF)   (Micro.)


2017

  1. G. Haberfehlner, F. P. Schmidt, G. Schaffernak, A. Hörl, A. Trügler, A. Hohenau, J. R. Krenn, U. Hohenester, G. Kothleitner
    3D imaging of gap plasmons in vertically coupled nanoparticles by EELS tomography
    Nano Lett. 17, 6773-6777 (2017).       (PDF)   (Nano Lett.)

  2. A. Trügler, U. Hohenester, and F. J. García de Abajo
    Plasmonics simulations including nonlocal effects using a boundary element method approach
    Int. J. Mod. Phys. B 31, 1740007 (2017).       (PDF)   (IJMPB)

  3. A. Hörl, G. Haberfehlner, A. Trügler, F. Schmidt, U. Hohenester, and G. Kothleitner
    Tomographic reconstruction of the photonic environment of plasmonic nanoparticles
    Nature Communications 8, 37 (2017).       (PDF)   (Nat. Com.)

  4. M. Lagos, A. Trügler, U. Hohenester, P. Batson
    Mapping vibrational surface and bulk modes in a single nanocube
    Nature 543, 529-532 (2017).       (PDF)   (Nature)


2016

  1. M. Krug, G. Schaffernak, M. Belitsch, M. Gašparić, V. Leitgeb, A. Trügler, U. Hohenester, J. R. Krenn, and A. Hohenau
    Mapping the local particle plasmon sensitivity with a scanning probe
    Nanoscale 8, 16449 (2016).       (PDF)   (Nanoscale)

  2. D. Knebl, A. Hörl, A. Trügler, J. Kern, J. R. Krenn, P. Puschnig, and U. Hohenester
    Gap plasmonics of silver nanocube dimers
    Phys. Rev. B 93, 081405(R) (2016).       (PDF)   (PRB)

  3. V. Häfele, A. Trügler, S. Stefan, M. Krug, U. Hohenester, A. Hohenau, A. Leitner, and J. R. Krenn
    Three dimensional sensitivity characterization of plasmonic nanorods as refractometric biosensors
    Nanoscale 8, 2974 (2016).       (PDF)   (Nanoscale)


2015

  1. F. P. Schmidt, H. Ditlbacher, A. Trügler, U. Hohenester, A. Hohenau, F. Hofer, and J. R. Krenn
    Plasmon modes of a silver thin film taper probed with STEM-EELS
    Opt. Lett. 40, 5670-5673 (2015).       (PDF)   (Opt. Lett.)

  2. G. Haberfehlner, A. Trügler, F. P. Schmidt, A. Hörl, F. Hofer, U. Hohenester, and G. Kothleitner
    Correlated 3D nanoscale mapping and simulation of coupled plasmonic nanoparticles
    Nano Lett. 15, 7726 (2015).       (PDF)   (Nano Lett.)

  3. A. Hörl, A. Trügler, U. Hohenester
    Full three-dimensonal reconstruction of the dyadic Green tensor from electron energy loss spectroscopy of plasmonic nanoparticles
    ACS Photonics 2, 1429 (2015).       (PDF)   (ACS)

  4. J. Kern, A. Trügler, I. Niehues, J. Ewering, R. Schmidt, R. Schneider, S. Najmaei, A. George, J. Lou, U. Hohenester, S. Michaelis de Vasconcellos, and R. Bratschitsch
    Nanoantenna-enhanced light-matter interaction in atomically thin WS2
    ACS Photonics, 2 1260-1265, (2015).       (PDF)   (ACS)

  5. J. Waxenegger, A. Trügler, and U. Hohenester
    Plasmonics simulations with the MNPBEM toolbox: Consideration of substrates and layer structures
    Comp. Phys. Commun. 193, 138-150 (2015).       (PDF)   (CPC)

  6. V. Häfele, A. Trügler, U. Hohenester, A. Hohenau, A. Leitner, and J. R. Krenn
    Local refractive index sensitivity of gold nanodisks
    Optics Express 23, 10293 (2015).       (PDF)   (Opt. Exp.)

  7. C. Gruber, A. Hirzer, V. Schmidt, A. Trügler, U. Hohenester, H. Ditlbacher, A. Hohenau, and J. R. Krenn
    Imaging nanowire plasmon modes with two-photon polymerization
    Appl. Phys. Lett. 106, 081101 (2015).       (PDF)   (APL)

  8. J. Ebner, A. Trügler, and U. Hohenester
    Optical excitations of hybrid metal-semiconductor nanoparticles
    Eur. Phys. J. B 88, 11 (2015).       (PDF)   (EPJB)


2014
  1. Xiuli Zhou, A. Hörl, A. Trügler, U. Hohenester, T. B. Norris, and A. A. Herzing
    Effect of multipole excitations in electron energy-loss spectroscopy of surface plasmon modes in silver nanowires
    J. Appl. Phys. 116, 233101 (2014).       (PDF)   (JAP)

  2. M. Krug, M. Reisecker, A. Hohenau, H. Ditlbacher, A. Trügler, U. Hohenester, and J. R. Krenn
    Probing plasmonic breathing modes optically
    Appl. Phys. Lett. 105, 171103 (2014).       (PDF)   (APL)

  3. B. Goris, G. Guzzinati, C. Fernández-López, J. Pérez-Juste, L. M. Liz-Marzan, A. Trügler, U. Hohenester, J. Verbeeck, S. Bals, and G. Van Tendeloo
    Plasmon Mapping in Au@Ag Nanocube Assemblies
    J. Chem. Phys. C 118, 15356 (2014).       (PDF)   (JCP)

  4. A. Trügler, J.-C. Tinguely, G. Jakopic, U. Hohenester, J.R. Krenn, and A. Hohenau
    Near-field and SERS enhancement from rough plasmonic nanoparticles
    Phys. Rev. B 89, 165409 (2014).       (PDF)   (PRB)

  5. C. Huber, A. Trügler, U. Hohenester, Y. Prior, and W. Kautek
    Optical near-field excitation at commercial scanning probe microscopy tips: A theoretical and experimental investigation
    Physical Chemistry Chemical Physics 16, 2289, Advance Article (2014).     (PDF)   (PCCP)


2013

  1. R. Schütky, C. Ertler, A. Trügler, and U. Hohenester
    Surface plasmons in doped topological insulators
    Phys. Rev. B 88, 195311 (2013).       (PDF)   (PRB)

  2. C. Gruber, A. Trügler, A. Hohenau, U. Hohenester, and J. R. Krenn
    Spectral modifications and polarization dependent coupling in tailored assemblies of quantum dots and plasmonic nanowires
    Nano Letters 13, 4257-4262 (2013).       (PDF)   (Nano Lett.)

  3. A. Hörl, A. Trügler, and U. Hohenester
    Tomography of particle plasmon fields from electron energy loss spectroscopy
    Phys. Rev. Lett. 111, 076801 (2013).       (PDF)   (PRL)

  4. P. Dombi, A. Hörl, P. Rácz, I. Márton, A. Trügler, J. R. Krenn, and U. Hohenester
    Ultrafast hot-electron emission from plasmonic nanoparticles
    Nano Letters 13, 674 (2013).       (PDF)   (Nano Lett.)


    5. PROCEEDINGS

  5. P. Dombi, A. Hörl, P. Rácz, I. Márton, A. Trügler, J. R. Krenn, and U. Hohenester
    Ultrafast hot-electron emission from plasmonic nanoparticles
    6. Lasers and Electro-Optics Pacific Rim (CLEO-PR), IEEE 2013.       (IEEE)  

2012

  1. T. Hanke, J. Cesar, V. Knittel, A. Trügler, U. Hohenester, A. Leitenstorfer, and R. Bratschitsch
    Tailoring spatiotemporal light confinement in single plasmonic nanoantennas
    Nano Letters 12, 992 (2012).       (PDF)   (Nano Lett.)

  2. U. Hohenester and A. Trügler
    MNPBEM - A Matlab toolbox for the simulation of plasmonic nanoparticles
    Comp. Phys. Commun. 183, 370 (2012).       (PDF)   (CPC)

2011

  1. A. Jakab, Y. Khalavka, J. Becker, A. Trügler, C. Rosman, U. Hohenester, and C. Sönnichsen
    Highly sensitive plasmonic silver nanorods
    ACS Nano 5, 6880 (2011).       (PDF)   (ACS Nano)

  2. J. Waxenegger, A. Trügler, and U. Hohenester
    Mapping exciton wavefunctions in semiconducting carbon nanotubes with plasmonic nanoparticles
    Phys. Rev. B 83, 245446 (2011).       (PDF)   (Phys. Rev.)

  3. A. Trügler, J.-C. Tinguely, J. Krenn, A. Hohenau, and U. Hohenester
    Influence of surface roughness on the optical properties of plasmonic nanoparticles
    Phys. Rev. B 83, 081412 (R) (2011).       (PDF)   (Phys. Rev.)

2010

  1. D. Koller, U. Hohenester, A. Hohenau, H. Ditlbacher, F. Reil, N. Galler, F. Aussenegg, A. Leitner, A. Trügler, and J. Krenn
    Superresolution Moire mapping of particle plasmon modes
    Phys. Rev. Lett. 104, 143901 (2010).       (PDF)   (Phys. Rev. Lett.)

  2. J. Becker, A. Trügler, A. Jakab, U. Hohenester, and C. Sönnichsen
    The optimal aspect ratio of gold nanorods for plasmonic bio-sensing
    Plasmonics 5, 161 (2010).       (PDF)   (SpringerLink)

2009
  1. B. Schaffer, U. Hohenester, A. Trügler, and F. Hofer
    High-resolution surface plasmon imaging of gold nanoparticles by energy filtered transmission electron microscopy
    Phys. Rev. B 79, 041401(R) (2009).       (PDF)   (Phys. Rev.)

2008
  1. A. Trügler and U. Hohenester
    Strong coupling between a metallic nanoparticle and a single molecule
    Phys. Rev. B 77, 115403 (2008).       (PDF)   (Phys. Rev.)

  2. U. Hohenester and A. Trügler
    Interaction of single molecules with metallic nanoparticles
    IEEE Journal of Selected Topics in Quantum Electronics 14, 1430 (2008).       (PDF)  

Research Interests

About

I'm a scientist and researcher working on privacy-preserving machine learning applications.