Efficient and Resilient Machine Learning for Industrial Applications.

Marc Weber Philipp Wissmann Philip Naumann Daniel Hein 0001 Steffen Udluft Marc Weber Simon Leszek Thomas A. Runkler Efficient and Resilient Machine Learning for Industrial Applications. 2026 ESANN https://doi.org/10.14428/esann/2026.ES2026-6 conf/esann/2026 db/conf/esann/esann2026.html#WissmannNHUWLR26 Yize Sun Mohamad Hagog Marc Weber Daniel Hein 0001 Steffen Udluft Yunpu Ma Volker Tresp First Experience with Real-Time Control Using Simulated VQC-Based Quantum Policies. 127-132 2025 QCE https://doi.org/10.1109/QCE65121.2025.10307 conf/qce/2025 db/conf/qce/qce2025.html#SunHWHUMT25 Yize Sun Mohamad Hagog Marc Weber Daniel Hein 0001 Steffen Udluft Yunpu Ma Volker Tresp Learning Control with Simulated Variational Quantum Policies in a Surrogate Cart-Pole Environment. 588-589 2025 QCE https://doi.org/10.1109/QCE65121.2025.10459 conf/qce/2025 db/conf/qce/qce2025.html#SunHWHUMT25a Marc Weber Bahman Gharesifard Christian Ebenbauer Inferring Global Exponential Stability Properties using Lie-bracket Approximations. 6274-6279 2024 CDC https://doi.org/10.1109/CDC56724.2024.10886836 conf/cdc/2024 db/conf/cdc/cdc2024.html#WeberGE24

Marc Weber Bahman Gharesifard Christian Ebenbauer Inferring Global Exponential Stability Properties using Lie-bracket Approximations. 2024 abs/2409.03871 CoRR https://doi.org/10.48550/arXiv.2409.03871 db/journals/corr/corr2409.html#abs-2409-03871 streams/journals/corr

Michael Dumelle Tom Kincaid Anthony R. Olsen Marc Weber spsurvey: Spatial Sampling Design and Analysis in <i>R</i>. 2023 105 J. Stat. Softw. 3 https://doi.org/10.18637/jss.v105.i03 db/journals/jstatsoft/jstatsoft105.html#DumelleKOW23

Marc Weber Phillip Swazinna Daniel Hein 0001 Steffen Udluft Volkmar Sterzing Learning Control Policies for Variable Objectives from Offline Data. 1674-1681 2023 SSCI https://doi.org/10.1109/SSCI52147.2023.10371978 conf/ssci/2023 db/conf/ssci/ssci2023.html#WeberSHUS23

Marc Weber Phillip Swazinna Daniel Hein 0001 Steffen Udluft Volkmar Sterzing Learning Control Policies for Variable Objectives from Offline Data. 2023 abs/2308.06127 CoRR https://doi.org/10.48550/arXiv.2308.06127 db/journals/corr/corr2308.html#abs-2308-06127

Marc Weber Christian Ebenbauer Bahman Gharesifard A Note on Nussbaum-type Control and Lie-bracket Approximation. 345-351 2021 CDC https://doi.org/10.1109/CDC45484.2021.9683422 conf/cdc/2021 db/conf/cdc/cdc2021.html#WeberEG21 Richard Gebauer Nick Karcher Jonas Hurst Marc Weber Oliver Sander Taskrunner: A Flexible Framework Optimized for Low Latency Quantum Computing Experiments. 123-128 2021 SoCC https://doi.org/10.1109/SOCC52499.2021.9739306 conf/socc/2021 db/conf/socc/socc2021.html#GebauerKHWS21

Marc Weber Christian Ebenbauer Bahman Gharesifard A Note on Nussbaum-type Control and Lie-bracket Approximation. 2021 abs/2109.13559 CoRR https://arxiv.org/abs/2109.13559 db/journals/corr/corr2109.html#abs-2109-13559

Hendrikje Seifert Marc Weber Frank Oliver Glöckner Ivaylo Kostadinov An open-source GIS-enabled lookup service for Nagoya Protocol party information. 2020 2020 Database J. Biol. Databases Curation https://doi.org/10.1093/database/baaa014 https://www.wikidata.org/entity/Q91866906 db/journals/biodb/biodb2020.html#SeifertWGK20

Max Aker Konrad Altenmüller Armen Beglarian Jan Behrens Anatoly Berlev Uwe Besserer Benedikt Bieringer Klaus Blaum Fabian Block Beate Bornschein Lutz Bornschein Matthias Böttcher Tim Brunst Thomas C. Caldwell Suren Chilingaryan Wonqook Choi Deseada D. Díaz Barrero Karol Debowski Marco Deffert Martin Descher Peter J. Doe Otokar Dragoun Guido Drexlin Stephan Dyba Frank Edzards Klaus Eitel Enrico Ellinger Ralph Engel Sanshiro Enomoto Mariia Fedkevych Arne Felden Joseph F. Formaggio Florian Fränkle Gregg B. Franklin Fabian Friedel Alexander Fulst Kevin Gauda Woosik Gil Ferenc Glück Robin Größle Rainer Gumbsheimer Volker Hannen Norman Haußmann Klaus Helbing Stephanie Hickford Roman Hiller David Hillesheimer Dominic Hinz Thomas Höhn Thibaut Houdy Anton Huber Alexander Jansen Christian Karl Jonas Kellerer Luke Kippenbrock Manuel Klein Christoph Köhler Leonard Köllenberger Andreas Kopmann Marc Korzeczek Alojz Kovalík Bennet Krasch Holger Krause Luisa La Cascio Thierry Lasserre Thanh-Long Le Ondrej Lebeda Bjoern Lehnert Alexey Lokhov Moritz Machatschek Emma Malcherek Alexander Marsteller Eric L. Martin Matthias Meier Christin Melzer Susanne Mertens Klaus Müller Simon Niemes Patrick Oelpmann Alexander Osipowicz Diana S. Parno Alan W. P. Poon Jose M. Lopez Poyato Florian Priester Oliver Rest Marco Röllig Carsten Röttele R. G. Hamish Robertson Caroline Rodenbeck Milos Rysavy Rudolf Sack Alejandro Saenz Peter Schäfer Anna Schaller (née Pollithy) Lutz Schimpf Klaus Schlösser Magnus Schlösser Lisa Schlüter Michael Schrank Bruno Schulz Michal Sefcík Hendrik Seitz-Moskaliuk Valérian Sibille Daniel Siegmann Martin Slezák Felix Spanier Markus Steidl Michael Sturm Menglei Sun Helmut H. Telle Larisa A. Thorne Thomas Thümmler Nikita Titov Igor Tkachev Drahos Vénos Kathrin Valerius Ana P. Vizcaya Hernández Marc Weber Christian Weinheimer Christiane Weiss Stefan Welte Jürgen Wendel John F. Wilkerson Joachim Wolf Sascha Wüstling Weiran Xu Yung-Ruey Yen Sergey Zadoroghny Genrich Zeller Quantitative Long-Term Monitoring of the Circulating Gases in the KATRIN Experiment Using Raman Spectroscopy. 4827 2020 20 Sensors 17 https://doi.org/10.3390/s20174827 https://www.wikidata.org/entity/Q98783255 db/journals/sensors/sensors20.html#AkerABBBBBBBBBB20

Milan Tepic Mohamed Abdelaal 0001 Marc Weber Kurt Rothermel AutoSec: Multidimensional Timing-Based Anomaly Detection for Automotive Cybersecurity. 1-10 2020 RTCSA https://doi.org/10.1109/RTCSA50079.2020.9203697 conf/rtcsa/2020 db/conf/rtcsa/rtcsa2020.html#Tepic0WR20

Richard Gebauer Nick Karcher Jonas Hurst Marc Weber Oliver Sander Accelerating complex control schemes on a heterogeneous MPSoC platform for quantum computing. 2020 abs/2004.07755 CoRR https://arxiv.org/abs/2004.07755 db/journals/corr/corr2004.html#abs-2004-07755

Tanja Harbaum Matthias Norbert Balzer Marc Weber Jürgen Becker 0001 A Content - Adapted FPGA Memory Architecture with Pattern Recognition Capability and Interval Compressing Technique. 206-212 2018 SoCC https://doi.org/10.1109/SOCC.2018.8618493 conf/socc/2018 db/conf/socc/socc2018.html#HarbaumBWB18 Daniel Grimm Marc Weber Eric Sax An Extended Hybrid Anomaly Detection System for Automotive Electronic Control Units Communicating via Ethernet - Efficient and Effective Analysis using a Specification- and Machine Learning-based Approach. 462-473 2018 VEHITS https://doi.org/10.5220/0006779204620473 conf/vehits/2018 db/conf/vehits/vehits2018.html#GrimmWS18 Robin Aggleton Luis E. Ardila-Perez Fionn Amhairghen Ball Matthias Norbert Balzer James John Brooke Luigi Calligaris Michele Caselle Davide Cieri Emyr John Clement Geoffrey Hall Kristian Harder Peter R. Hobson Gregory M. Iles Thomas James Konstantinos Manolopoulos Takashi Matsushita Alexander D. Morton David Newbold Sudarshan Paramesvaran Mark Franco Pesaresi Ivan D. Reid Andrew W. Rose Oliver Sander Thomas Schuh Claire Shepherd-Themistocleous Antoni Shtipliyski Sioni Paris Summers Alexander D. Tapper Ian Tomalin Kirika Uchida Paschalis Vichoudis Marc Weber A novel FPGA-based track reconstruction approach for the level-1 trigger of the CMS experiment at CERN. 1-4 2017 FPL https://doi.org/10.23919/FPL.2017.8056825 https://www.wikidata.org/entity/Q58626125 conf/fpl/2017 db/conf/fpl/fpl2017.html#AggletonABBBCCC17

Matthias Birk Ernst Kretzek Peter Figuli Marc Weber Jürgen Becker 0001 Nicole V. Ruiter High-Speed Medical Imaging in 3D Ultrasound Computer Tomography. 455-467 2016 27 IEEE Trans. Parallel Distributed Syst. 2 https://doi.org/10.1109/TPDS.2015.2405508 http://doi.ieeecomputersociety.org/10.1109/TPDS.2015.2405508 db/journals/tpds/tpds27.html#BirkKFWBR16

Tanja Harbaum Mahmoud Seboui Matthias Norbert Balzer Jürgen Becker 0001 Marc Weber A Content Adapted FPGA Memory Architecture with Pattern Recognition Capability for L1 Track Triggering in the LHC Environment. 184-191 2016 FCCM https://doi.org/10.1109/FCCM.2016.52 https://doi.ieeecomputersociety.org/10.1109/FCCM.2016.52 conf/fccm/2016 db/conf/fccm/fccm2016.html#HarbaumSBBW16 Marc Weber Capturing biodiversity in Metagenomic data: Design, implementation and evaluation of a bioinformatic method for binning and classification of DNA sequences Jacobs University Bremen, Germany 2013 base-search.net (ftjacobsuniv:oai:opus.jacobs-university.de:34) https://nbn-resolving.org/urn:nbn:de:gbv:579-opus-1000342 https://www.base-search.net/Record/ebad981cbd04388808fcf9d89b043394c2cdc7ff214cba539dc55e893a72cec2

Marc Weber Javier Buceta Dynamics of the quorum sensing switch: stochastic and non-stationary effects. 6 2013 7 BMC Syst. Biol. https://doi.org/10.1186/1752-0509-7-6 https://www.wikidata.org/entity/Q30538312 db/journals/bmcsb/bmcsb7.html#WeberB13

Marc Weber Exhibiting the Online World: A Case Study. 3-24 2013 HC https://doi.org/10.1007/978-3-642-41650-7_1 conf/ifip9/2013hc db/conf/ifip9/hc2013.html#Weber13 Andri Lareida Thomas Bocek Sebastian Golaszewski Christian Luthold Marc Weber Box2Box - A P2P-based file-sharing and synchronization application. 1-2 2013 P2P https://doi.org/10.1109/P2P.2013.6688736 conf/p2p/2013 db/conf/p2p/p2p2013.html#LareidaBGLW13

Marc Weber Javier Buceta Noise regulation by quorum sensing in low mRNA copy number systems. 11 2011 5 BMC Syst. Biol. https://doi.org/10.1186/1752-0509-5-11 https://www.wikidata.org/entity/Q33798733 db/journals/bmcsb/bmcsb5.html#WeberB11

Marc Weber Nicole V. Ruiter Gregor Schwarzenberg Michael Zapf Tim O. Müller Ultraschallsimulation für die Ultraschall-Computertomographie. 439-443 2006 conf/bildmed/2006 Bildverarbeitung für die Medizin https://doi.org/10.1007/3-540-32137-3_89 db/conf/bildmed/bildmed2006.html#WeberRSZM06 Marc Weber Marc Alexa Wolfgang Müller 0004 Visualizing Time-Series on Spirals. 7-14 2001 conf/infovis/2001 INFOVIS https://doi.org/10.1109/INFVIS.2001.963273 db/conf/infovis/infovis2001.html#WeberAM01 Mohamed Abdelaal 0001 Robin Aggleton Max Aker Marc Alexa Konrad Altenmüller Luis E. Ardila-Perez Fionn Amhairghen Ball Matthias Norbert Balzer Deseada D. Díaz Barrero Jürgen Becker 0001 Armen Beglarian Jan Behrens Anatoly Berlev Uwe Besserer Benedikt Bieringer Matthias Birk Klaus Blaum Fabian Block Thomas Bocek Beate Bornschein Lutz Bornschein Matthias Böttcher James John Brooke Tim Brunst Javier Buceta Thomas C. Caldwell Luigi Calligaris Luisa La Cascio Michele Caselle Suren Chilingaryan Wonqook Choi Davide Cieri Emyr John Clement Karol Debowski Marco Deffert Martin Descher Peter J. Doe Otokar Dragoun Guido Drexlin Michael Dumelle Stephan Dyba Christian Ebenbauer Frank Edzards Klaus Eitel Enrico Ellinger Ralph Engel Sanshiro Enomoto Mariia Fedkevych Arne Felden Peter Figuli Joseph F. Formaggio Florian Fränkle Gregg B. Franklin Fabian Friedel Alexander Fulst Kevin Gauda Richard Gebauer Bahman Gharesifard Woosik Gil Frank Oliver Glöckner Ferenc Glück Sebastian Golaszewski Daniel Grimm Robin Größle Rainer Gumbsheimer Mohamad Hagog Geoffrey Hall Volker Hannen Tanja Harbaum Kristian Harder Norman Haußmann Daniel Hein 0001 Klaus Helbing Ana P. Vizcaya Hernández Stephanie Virginia HickfordStephanie Hickford Roman Hiller David Hillesheimer Dominic Hinz Peter R. Hobson Thomas Höhn Thibaut Houdy Anton Huber Jonas Hurst Gregory M. Iles Thomas James Alexander Jansen Nick Karcher Christian Karl Jonas Kellerer Tom Kincaid Luke Kippenbrock Manuel Klein Christoph Köhler Leonard Köllenberger Andreas Kopmann Marc Korzeczek Ivaylo Kostadinov Alojz Kovalík Bennet Krasch Holger Krause Ernst Kretzek Andri Lareida Thierry Lasserre Thanh-Long Le Ondrej Lebeda Bjoern Lehnert Simon Leszek Alexey Lokhov Christian Luthold Yunpu Ma Moritz Machatschek Emma Malcherek Konstantinos Manolopoulos Alexander Marsteller Eric L. Martin Takashi Matsushita Matthias Meier Christin Melzer Susanne Mertens Alexander D. Morton Klaus Müller Tim O. Müller Wolfgang Müller 0004 Philip Naumann David Newbold Simon Niemes Patrick Oelpmann Anthony R. Olsen Alexander Osipowicz Sudarshan Paramesvaran Diana S. Parno Mark Franco Pesaresi Anna Schaller (née Pollithy) Alan W. P. Poon Jose M. Lopez Poyato Florian Priester Ivan D. Reid Oliver Rest R. G. Hamish Robertson Caroline Rodenbeck Marco Röllig Andrew W. Rose Kurt Rothermel Carsten Röttele Nicole V. Ruiter Thomas A. Runkler Milos Rysavy Rudolf Sack Alejandro Saenz Oliver Sander Eric Sax Peter Schäfer Lutz Schimpf Klaus Schlösser Magnus Schlösser Lisa Schlüter Michael Schrank Thomas Schuh Bruno Schulz Gregor Schwarzenberg Mahmoud Seboui Michal Sefcík Hendrikje Seifert Hendrik Seitz-Moskaliuk Claire Shepherd-Themistocleous Antoni Shtipliyski Valérian Sibille Daniel Siegmann Martin Slezák Felix Spanier Markus Steidl Volkmar Sterzing Michael Sturm Sioni Paris Summers Menglei Sun Yize Sun Phillip Swazinna Alexander D. Tapper Helmut H. Telle Milan Tepic Larisa A. Thorne Thomas Thümmler Nikita Titov Igor Tkachev Ian Tomalin Volker Tresp Kirika Uchida Steffen Udluft Kathrin Valerius Drahos Vénos Paschalis Vichoudis Christian Weinheimer Christiane Weiss Stefan Welte Jürgen Wendel John F. Wilkerson Philipp Wissmann Joachim Wolf Sascha Wüstling Weiran Xu Yung-Ruey Yen Sergey Zadoroghny Michael Zapf Genrich Zeller