Publications | Frank-Peter Schilling

The following list contains only my most important publications. For a full list of my publications (400+), see e.g. GoogleScholar. See also: ORCID Inspire arXiv. My h-index is 160+.

2026

Explainable AI
for Cybersecurity

Intrinsic and Post-Hoc Explainability for Anomaly Detection in Network Intrusion Detection Systems

Philipp Denzel, Marc Stadelmann, Yago Lizarribar Carillo, Gérôme Bovet, Frank-Peter Schilling, and Jasmina Bogojeska

In 2026 IEEE Swiss Conference on Data Science and AI (SDS), 2026

DOI File Bib

@inproceedings{sds2026,
  author = {Denzel, Philipp and Stadelmann, Marc and Carillo, Yago Lizarribar and Bovet, Gérôme and Schilling, Frank-Peter and Bogojeska, Jasmina},
  booktitle = {2026 IEEE Swiss Conference on Data Science and AI (SDS)},
  title = {Intrinsic and Post-Hoc Explainability for Anomaly Detection in Network Intrusion Detection Systems},
  year = {2026},
  volume = {},
  number = {},
  pages = {115-122},
  doi = {10.1109/SDS70563.2026.00023},
  file = {:files/2026_SDS_Intrinsic_and_Post-Hoc_Explainability.pdf:PDF},
}

AI for
Med. Imaging

MInDI-3D: Iterative Deep Learning in 3D for Sparse-View Cone Beam Computed Tomography

Daniel Barco, Marc Stadelmann, Martin Oswald, Ivo Herzig, Lukas Lichtensteiger, Pascal Paysan, Igor Peterlik, Michal Walczak, Bjoern Menze, and Frank-Peter Schilling

IEEE Access, 2026

DOI arXiv File Bib

@article{mindi3d2025,
  author = {Barco, Daniel and Stadelmann, Marc and Oswald, Martin and Herzig, Ivo and Lichtensteiger, Lukas and Paysan, Pascal and Peterlik, Igor and Walczak, Michal and Menze, Bjoern and Schilling, Frank-Peter},
  journal = {IEEE Access},
  title = {MInDI-3D: Iterative Deep Learning in 3D for Sparse-View Cone Beam Computed Tomography},
  year = {2026},
  volume = {14},
  number = {},
  pages = {6438-6449},
  doi = {10.1109/ACCESS.2026.3652627},
  archiveprefix = {arXiv},
  file = {:files/2025_MInDI-3D_Iterative_Deep_Learning_in_3D_for_Sparse-View_Cone_Beam_Computed_Tomography.pdf:PDF},
}

AI for Astronomy

Optimization of Deep Learning Models for Radio Galaxy Classification

Philipp Denzel, Manuel Weiss, Elena Gavagnin, and Frank-Peter Schilling

arXiv preprint 2601.04773, 2026

DOI arXiv File Bib

@misc{denzel2026optimizationdeeplearningmodels,
  title = {Optimization of Deep Learning Models for Radio Galaxy Classification},
  author = {Denzel, Philipp and Weiss, Manuel and Gavagnin, Elena and Schilling, Frank-Peter},
  year = {2026},
  howpublished = {arXiv preprint 2601.04773},
  eprinttype = {arXiv},
  archiveprefix = {arXiv},
  primaryclass = {astro-ph.GA},
  url = {https://arxiv.org/abs/2601.04773},
  doi = {10.48550/arXiv.2601.04773},
  file = {:files/2601.04773v1.pdf:PDF},
}

GenAI for
Astrophysics

Galactic Alchemy: Deep Learning Map-to-Map Translation in Hydrodynamical Simulations

Philipp Denzel, Yann Billeter, Frank-Peter Schilling, and Elena Gavagnin

Monthly Notices of the Royal Astronomical Society, Feb 2026

DOI arXiv File Bib

@article{denzel2025galacticalchemy,
  title = {{Galactic Alchemy: Deep Learning Map-to-Map Translation in Hydrodynamical Simulations}},
  author = {Denzel, Philipp and Billeter, Yann and Schilling, Frank-Peter and Gavagnin, Elena},
  journal = {Monthly Notices of the Royal Astronomical Society},
  volume = {546},
  number = {4},
  pages = {stag155},
  year = {2026},
  month = feb,
  archiveprefix = {arXiv},
  primaryclass = {astro-ph.GA},
  url = {https://doi.org/10.1093/mnras/stag155},
  doi = {10.1093/mnras/stag155},
  file = {:files/2026_galactic_alchemy_mnras_stag155.pdf:PDF},
}

2025

AI Assessment

Assessment tool for trustworthy AI systems: operational workflows for compliance assessment with regulatory requirements

Carmen Frischknecht-Gruber, Philipp Denzel, Oliver Forster, Yann Billeter, Arman Iranfar, Marco Repetto, Monika Reif, Frank-Peter Schilling, Joanna Weng, and Ricardo Chavarriaga

In AI Days @ HES-SO, Geneva and Lausanne, Switzerland, 2025

File Bib

@inproceedings{hesso2025,
  author = {Frischknecht-Gruber, Carmen and Denzel, Philipp and Forster, Oliver and Billeter, Yann and Iranfar, Arman and Repetto, Marco and Reif, Monika and Schilling, Frank-Peter and Weng, Joanna and Chavarriaga, Ricardo},
  booktitle = {AI Days @ HES-SO, Geneva and Lausanne, Switzerland},
  title = {{Assessment tool for trustworthy AI systems: operational workflows for compliance assessment with regulatory requirements}},
  year = {2025},
  file = {:files/2025_FrischknechtGruber-etal_CertAInty-Poster_AI-Days-HES-SO.pdf:PDF},
  url = {https://digitalcollection.zhaw.ch/handle/11475/32422},
}

AI Assessment

AI Assessment in Practice: Implementing a Certification Scheme for AI Trustworthiness

Carmen Frischknecht-Gruber, Philipp Denzel, Monika Reif, Yann Billeter, Stefan Brunner, Oliver Forster, Frank-Peter Schilling, Joanna Weng, and Ricardo Chavarriaga

In Symposium on Scaling AI Assessments (SAIA 2024), 2025

DOI File Bib

@inproceedings{saia2024,
  author = {Frischknecht-Gruber, Carmen and Denzel, Philipp and Reif, Monika and Billeter, Yann and Brunner, Stefan and Forster, Oliver and Schilling, Frank-Peter and Weng, Joanna and Chavarriaga, Ricardo},
  booktitle = {Symposium on Scaling AI Assessments (SAIA 2024)},
  title = {{AI Assessment in Practice: Implementing a Certification Scheme for AI Trustworthiness}},
  year = {2025},
  pages = {15:1--15:18},
  volume = {126},
  editor = {G\"{o}rge, Rebekka and Haedecke, Elena and Poretschkin, Maximilian and Schmitz, Anna},
  publisher = {Schloss Dagstuhl -- Leibniz-Zentrum f{\"u}r Informatik},
  address = {Dagstuhl, Germany},
  file = {:files/OASIcs.SAIA.2024.15.pdf:PDF},
  doi = {10.4230/OASIcs.SAIA.2024.15},
}

2024

AI Assessment
(best paper)

Towards the Certification of AI-based Systems

Philipp Denzel, Stefan Brunner, Yann Billeter, Oliver Forster, Carmen Frischknecht-Gruber, Monika Reif, Frank-Peter Schilling, Joanna Weng, Ricardo Chavarriaga, Amin Amini, Marco Repetto, and Arman Iranfar

In SDS 2024: 11th IEEE Swiss Conference on Data Science, 2024

DOI File Bib

@inproceedings{sds2024_cert,
  author = {Denzel, Philipp and Brunner, Stefan and Billeter, Yann and Forster, Oliver and Frischknecht-Gruber, Carmen and Reif, Monika and Schilling, Frank-Peter and Weng, Joanna and Chavarriaga, Ricardo and Amini, Amin and Repetto, Marco and Iranfar, Arman},
  booktitle = {SDS 2024: 11th IEEE Swiss Conference on Data Science},
  title = {{Towards the Certification of AI-based Systems}},
  year = {2024},
  pages = {84-91},
  creationdate = {2024-03-02T09:57:31},
  doi = {10.1109/SDS60720.2024.00020},
  file = {:files/2024_Towards_the_Certification_of_AI-based_Systems.pdf:PDF},
  modificationdate = {2024-03-02T10:01:24},
}

MLOps for
Trustworthy AI

MLOps as Enabler of Trustworthy AI

Yann Billeter, Philipp Denzel, Ricardo Chavarriaga, Oliver Forster, Frank-Peter Schilling, Stefan Brunner, Carmen Frischknecht-Gruber, Monika Reif, and Joanna Weng

In SDS 2024: 11th IEEE Swiss Conference on Data Science, 2024

DOI File Bib

@inproceedings{sds2024_mlops,
  author = {Billeter, Yann and Denzel, Philipp and Chavarriaga, Ricardo and Forster, Oliver and Schilling, Frank-Peter and Brunner, Stefan and Frischknecht-Gruber, Carmen and Reif, Monika and Weng, Joanna},
  booktitle = {SDS 2024: 11th IEEE Swiss Conference on Data Science},
  title = {{MLOps as Enabler of Trustworthy AI}},
  year = {2024},
  pages = {37-40},
  creationdate = {2024-03-02T09:57:31},
  doi = {10.1109/SDS60720.2024.00013},
  file = {:files/2024_MLOps_as_Enabler_of_Trustworthy_AI.pdf:PDF},
  modificationdate = {2024-03-02T10:01:24},
}

AI Assessment

Certification Scheme For Artificial Intelligence Based Systems

Yann Billeter, Stefan Brunner, Ricardo Chavarriaga, Philipp Denzel, Oliver Forster, Carmen Mei-Ling Frischknecht-Gruber, Monika Reif, Frank-Peter Schilling, Joanna Weng, Arman Iranfar, and Marco Repetto

In ESREL 2024: Advances in Reliability, Safety and Security, 2024

DOI File Bib

@inproceedings{esrel2024,
  author = {Billeter, Yann and Brunner, Stefan and Chavarriaga, Ricardo and Denzel, Philipp and Forster, Oliver and Frischknecht-Gruber, Carmen Mei-Ling and Reif, Monika and Schilling, Frank-Peter and Weng, Joanna and Iranfar, Arman and Repetto, Marco},
  booktitle = {ESREL 2024: Advances in Reliability, Safety and Security},
  title = {{Certification Scheme For Artificial Intelligence Based Systems}},
  year = {2024},
  editor = {Kolowrocki, Krzysztof and Dabrowska, Ewa},
  creationdate = {2024-03-02T09:57:31},
  doi = {10.21256/zhaw-30549},
  file = {:files/2024_ESREL_certification-scheme-for-artificial-intelligence-based-systems.pdf:PDF},
  isbn = {978-83-68136-03-6},
  modificationdate = {2024-03-02T10:01:24},
}

Survey

Artifact Reduction in 3D and 4D Cone-beam Computed Tomography Images with Deep Learning - A Review

Mohammadreza Amirian, Daniel Barco, Ivo Herzig, and Frank-Peter Schilling

IEEE Access, 2024

DOI arXiv File Bib

@article{amirian_2024,
  author = {Amirian, Mohammadreza and Barco, Daniel and Herzig, Ivo and Schilling, Frank-Peter},
  journal = {IEEE Access},
  title = {{Artifact Reduction in 3D and 4D Cone-beam Computed Tomography Images with Deep Learning - A Review}},
  year = {2024},
  issn = {2169-3536},
  pages = {10281-10295},
  volume = {12},
  doi = {10.1109/ACCESS.2024.3353195},
  eprinttype = {arXiv},
  file = {:files/2024_Artifact_Reduction_in_3D_and_4D_Cone-beam_Computed_Tomography_Images_with_Deep_Learning_-_A_Review.pdf:PDF},
  modificationdate = {2024-01-21T18:04:49},
  publisher = {Institute of Electrical and Electronics Engineers (IEEE)}
}

2023

XAI in Medicine

A framework for assessing and certifying explainability of health-oriented AI systems

Philipp Denzel, Stefan Brunner, Paul-Philipp Luley, Carmen Frischknecht-Gruber, Monika Ulrike Reif, Frank-Peter Schilling, Amin Amini, Marco Repetto, Arman Iranfar, Joanna Weng, and Ricardo Chavarriaga

In Explainable AI in Medicine Workshop, Lugano, Switzerland, November 2023, 2023

File Bib

@inproceedings{xaimed2023,
  author = {Denzel, Philipp and Brunner, Stefan and Luley, Paul-Philipp and Frischknecht-Gruber, Carmen and Reif, Monika Ulrike and Schilling, Frank-Peter and Amini, Amin and Repetto, Marco and Iranfar, Arman and Weng, Joanna and Chavarriaga, Ricardo},
  booktitle = {Explainable AI in Medicine Workshop, Lugano, Switzerland, November 2023},
  title = {{A framework for assessing and certifying explainability of health-oriented AI systems}},
  year = {2023},
  file = {:files/2023-11-denzel-xaimed.pdf:PDF},
  url = {https://digitalcollection.zhaw.ch/handle/11475/29258},
}

GenAI for
Astrophysics

Map-to-map translation for SKA mock observations and cosmological simulations

Philipp Denzel, Frank-Peter Schilling, and Elena Gavagnin

In Hammers and Nails 2023 - Swiss Edition, Ascona, Switzerland, October 2023, 2023

DOI File Bib

@inproceedings{hammers2023,
  author = {Denzel, Philipp and Schilling, Frank-Peter and Gavagnin, Elena},
  booktitle = {Hammers and Nails 2023 - Swiss Edition, Ascona, Switzerland, October 2023},
  title = {{Map-to-map translation for SKA mock observations and cosmological simulations}},
  year = {2023},
  doi = {10.21256/zhaw-29047},
  file = {:files/2023_Denzel-Schilling-Gavagnin_H&N-Poster.pdf:PDF},
  modificationdate = {2024-01-21T18:01:41},
}

AI for Medicine

Mitigation of motion-induced artefacts in Cone Beam Computed Tomography using Deep Convolutional Neural Networks

Mohammadreza Amirian, Javier A. Montoya-Zegarra, Ivo Herzig, Peter Eggenberger Hotz, Lukas Lichtensteiger, Marco Morf, Alexander Züst, Pascal Paysan, Igor Peterlik, Stefan Scheib, Rudolf Marcel Füchslin, Thilo Stadelmann, and 1 more author

Med. Phys., 2023

DOI File Bib

@article{dir3ct,
  author = {Amirian, Mohammadreza and Montoya-Zegarra, Javier A. and Herzig, Ivo and Hotz, Peter Eggenberger and Lichtensteiger, Lukas and Morf, Marco and Z\"ust, Alexander and Paysan, Pascal and Peterlik, Igor and Scheib, Stefan and F\"uchslin, Rudolf Marcel and Stadelmann, Thilo and Schilling, Frank-Peter},
  journal = {Med. Phys.},
  title = {{Mitigation of motion-induced artefacts in Cone Beam Computed Tomography using Deep Convolutional Neural Networks}},
  year = {2023},
  number = {10},
  pages = {6228-6242},
  volume = {50},
  doi = {10.1002/mp.16405},
  file = {:files/2023_Amirian_Mitigation_of_motion_induced_artifacts.pdf:PDF},
  modificationdate = {2024-02-03T16:37:27},
}

AI Assessment

certAInty: a certification scheme for AI systems (Poster)

Joanna Weng, Monika Reif, Ricardo Chavarriaga, and Frank-Peter Schilling

In ZHAW Datalab Symposium, Winterthur, Switzerland, 2023

DOI File Bib

@inproceedings{certaintyposter2023,
  author = {Weng, Joanna and Reif, Monika and Chavarriaga, Ricardo and Schilling, Frank-Peter},
  booktitle = {ZHAW Datalab Symposium, Winterthur, Switzerland},
  title = {{certAInty: a certification scheme for AI systems (Poster)}},
  year = {2023},
  doi = {10.21256/zhaw-27261},
  file = {:files/2023_Weng-etal_certAInty-Poster_Datalab23.pdf:PDF},
  modificationdate = {2023-03-13T08:10:46},
}

GenAI for
Astrophysics

Deep learning the SKA: the Square Kilometer Array project (Poster)

Philipp Denzel, Elena Gavagnin, and Frank-Peter Schilling

In ZHAW Datalab Symposium, Winterthur, Switzerland, 2023

DOI File Bib

@inproceedings{skaposter2023,
  author = {Denzel, Philipp and Gavagnin, Elena and Schilling, Frank-Peter},
  booktitle = {ZHAW Datalab Symposium, Winterthur, Switzerland},
  title = {{Deep learning the SKA: the Square Kilometer Array project (Poster)}},
  year = {2023},
  doi = {10.21256/zhaw-27219},
  file = {:files/2023_Denzel-etal_Deep-learning-the-SKA_ZHAW-Poster.pdf:PDF},
  modificationdate = {2023-03-08T08:47:17},
}

2022

The Discipline of
Data Science

Foundations of Data Science: A Comprehensive Overview Formed at the 1st International Symposium on the Science of Data Science

Frank-Peter Schilling, Dandolo Flumini, Rudolf M. Füchslin, Elena Gavagnin, Armando Geller, Silvia Quarteroni, and Thilo Stadelmann

Archives of Data Science, Series A, 2022

DOI File Bib

@article{ISSDS21,
  author = {Schilling, Frank-Peter and Flumini, Dandolo and F{\"u}chslin, Rudolf M. and Gavagnin, Elena and Geller, Armando and Quarteroni, Silvia and Stadelmann, Thilo},
  title = {{Foundations of Data Science: A Comprehensive Overview Formed at the 1st International Symposium on the Science of Data Science}},
  journal = {Archives of Data Science, Series A},
  year = {2022},
  volume = {8},
  number = {2},
  pages = {1 -- 20},
  doi = {10.5445/IR/1000146422},
  file = {:files/AoDSA_2022b.pdf:PDF},
}

AI for Medicine

Deep Learning-Based Simultaneous Multi-Phase Deformable Image Registration of Sparse 4D-CBCT

Ivo Herzig, Pascal Paysan, Stefan Scheib, Frank-Peter Schilling, Javier Montoya, Mohammadreza Amirian, Thilo Stadelmann, Peter Eggenberger, Rudolf M. Füchslin, and Lukas Lichtensteiger

In Proceedings of the American Association of Physics in Medicine Annual Meeting (AAPM 2022), 2022

Washington, DC, USA, July 2022

DOI File Bib

@inproceedings{aapm2022,
  author = {Herzig, Ivo and Paysan, Pascal and Scheib, Stefan and Schilling, Frank-Peter and Montoya, Javier and Amirian, Mohammadreza and Stadelmann, Thilo and Eggenberger, Peter and F{\"u}chslin, Rudolf M. and Lichtensteiger, Lukas},
  booktitle = {Proceedings of the American Association of Physics in Medicine Annual Meeting (AAPM 2022)},
  title = {{Deep Learning-Based Simultaneous Multi-Phase Deformable Image Registration of Sparse 4D-CBCT}},
  year = {2022},
  note = {{Washington, DC, USA, July 2022}},
  doi = {10.21256/zhaw-25181},
  file = {:files/2022_Herzig-etal_Sparse4DCBCT-multiphase-DIR_AAPM-eposter.pdf:PDF},
  modificationdate = {2024-01-27T17:13:03},
}

Special Issue

Advances in Deep Neural Networks for Visual Pattern Recognition

2022

Special issue of J. Imaging (ISSN 2313-433X)

Bib

@book{mdpi2022,
  title = {{Advances in Deep Neural Networks for Visual Pattern Recognition}},
  publisher = {MDPI},
  year = {2022},
  editor = {Stadelmann, Thilo and Schilling, Frank-Peter},
  note = {{Special issue of J. Imaging (ISSN 2313-433X)}},
  url = {https://www.mdpi.com/journal/jimaging/special_issues/deep_neural_network},
}

2021

Survey

A Survey of Un-, Weakly-, and Semi-Supervised Learning Methods for Noisy, Missing and Partial Labels in Industrial Vision Applications

Niclas Simmler, Pascal Sager, Philipp Andermatt, Ricardo Chavarriaga, Frank-Peter Schilling, Matthias Rosenthal, and Thilo Stadelmann

In 8th Swiss Conference on Data Science (SDS), 2021

DOI File Bib

@inproceedings{sds2021,
  author = {Simmler, Niclas and Sager, Pascal and Andermatt, Philipp and Chavarriaga, Ricardo and Schilling, Frank-Peter and Rosenthal, Matthias and Stadelmann, Thilo},
  booktitle = {8th Swiss Conference on Data Science (SDS)},
  title = {A Survey of Un-, Weakly-, and Semi-Supervised Learning Methods for Noisy, Missing and Partial Labels in Industrial Vision Applications},
  year = {2021},
  volume = {},
  number = {},
  pages = {26-31},
  doi = {10.1109/SDS51136.2021.00012},
  file = {:files/sds2021.pdf:PDF},
}

2020

Special Issue

Artificial Neural Networks in Pattern Recognition

2020

Special issue of Computers (ISSN 2073-431X)

Bib

@book{mdpi2020,
  title = {{Artificial Neural Networks in Pattern Recognition}},
  publisher = {MDPI},
  year = {2020},
  editor = {Schilling, Frank-Peter and Stadelmann, Thilo},
  note = {{Special issue of Computers (ISSN 2073-431X)}},
  url = {https://www.mdpi.com/journal/computers/special_issues/ANNPR2020},
}

AutoML

Design Patterns for Resource-Constrained Automated Deep-Learning Methods

Lukas Tuggener, Mohammadreza Amirian, Fernando Benites, Pius Däniken, Prakhar Gupta, Frank-Peter Schilling, and Thilo Stadelmann

AI, 2020

DOI File Bib

@article{autodl,
  author = {Tuggener, Lukas and Amirian, Mohammadreza and Benites, Fernando and von D{\"a}niken, Pius and Gupta, Prakhar and Schilling, Frank-Peter and Stadelmann, Thilo},
  title = {{Design Patterns for Resource-Constrained Automated Deep-Learning Methods}},
  journal = {AI},
  year = {2020},
  volume = {1},
  number = {4},
  pages = {510--538},
  doi = {10.3390/ai1040031},
  file = {:files/ai2020.pdf:PDF},
}

Book

Artificial neural networks in pattern recognition : Proceedings of the 9th IAPR TC3 workshop, ANNPR 2020, Winterthur, Switzerland, September 2-4, 2020

2020

DOI Bib

@proceedings{annpr2020proc,
  title = {{Artificial neural networks in pattern recognition : Proceedings of the 9th IAPR TC3 workshop, ANNPR 2020, Winterthur, Switzerland, September 2-4, 2020}},
  year = {2020},
  editor = {Schilling, Frank-Peter and Stadelmann, Thilo},
  volume = {Lecture Notes in Computer Science},
  number = {12294},
  publisher = {Springer},
  doi = {10.1007/978-3-030-58309-5},
}

AutoML

Two to trust: AutoML for safe modelling and interpretable deep learning for robustness

Mohammadreza Amirian, Lukas Tuggener, Ricardo Chavarriaga, Yvan Putra Satyawan, Frank-Peter Schilling, Friedhelm Schwenker, and Thilo Stadelmann

Proc. of the 1st TAILOR Workshop on Trustworthy AI at ECAI 2020, 2020

DOI File Bib

@article{amirian2020,
  author = {Amirian, Mohammadreza and Tuggener, Lukas and Chavarriaga, Ricardo and Satyawan, Yvan Putra and Schilling, Frank-Peter and Schwenker, Friedhelm and Stadelmann, Thilo},
  journal = {Proc. of the 1st TAILOR Workshop on Trustworthy AI at ECAI 2020},
  title = {Two to trust: AutoML for safe modelling and interpretable deep learning for robustness},
  year = {2020},
  doi = {10.21256/zhaw-22061},
  file = {:files/Amirian2020.pdf:PDF},
}

2019

AutoML

Efficient deep CNNs for cross-modal automated computer vision under time and space constraints

Mohammadreza Amirian, Katharina Rombach, Lukas Tuggener, Frank-Peter Schilling, and Thilo Stadelmann

Proc. of ECML-PKDD 2019, Würzburg, 2019

DOI File Bib

@article{amirian2019a,
  author = {Amirian, Mohammadreza and Rombach, Katharina and Tuggener, Lukas and Schilling, Frank-Peter and Stadelmann, Thilo},
  journal = {Proc. of ECML-PKDD 2019, W\"urzburg},
  title = {Efficient deep CNNs for cross-modal automated computer vision under time and space constraints},
  year = {2019},
  doi = {10.21256/zhaw-18357},
  file = {:files/Amirian2019a.pdf:PDF},
}

AI for Health

Deep Learning in medizinischer Diagnostik und Qualitäts-kontrolle

Frank-Peter Schilling and Thilo Stadelmann

Netzwoche, Special Issue: IT for Health, 2019

DOI File Bib

@article{itforhealth2019,
  author = {Schilling, Frank-Peter and Stadelmann, Thilo},
  title = {{Deep Learning in medizinischer Diagnostik und Qualit\"ats-kontrolle}},
  journal = {Netzwoche, Special Issue: IT for Health},
  year = {2019},
  doi = {10.21256/zhaw-20163},
  file = {:files/itforhealth2019.pdf:PDF},
}

2017

Measurement of the mass difference between top quark and antiquark in pp collisions at \sqrts = 8 TeV

Serguei Chatrchyan and others

Phys. Lett. B, 2017

DOI arXiv File

2014

Nature Phys.

Evidence for the direct decay of the 125 GeV Higgs boson to fermions

Serguei Chatrchyan and others

Nature Phys., 2014

DOI arXiv File Bib

@article{higgsfermions,
  author = {Chatrchyan, Serguei and others},
  journal = {Nature Phys.},
  title = {{Evidence for the direct decay of the 125 GeV Higgs boson to fermions}},
  year = {2014},
  pages = {557},
  volume = {10},
  archiveprefix = {arXiv},
  collaboration = {CMS},
  creationdate = {2023-01-28T18:10:22},
  doi = {10.1038/nphys3005},
  file = {:files/higgsfermions.pdf:PDF},
  modificationdate = {2023-01-28T18:10:22},
  primaryclass = {hep-ex},
  reportnumber = {CMS-HIG-13-033, CERN-PH-EP-2014-004},
}

Phys. Rev.

Search for the standard model Higgs boson produced in association with a W or a Z boson and decaying to bottom quarks

Serguei Chatrchyan and others

Phys. Rev., 2014

DOI arXiv File Bib

@article{hbbpaper,
  author = {Chatrchyan, Serguei and others},
  journal = {Phys. Rev.},
  title = {{S}earch for the standard model {H}iggs boson produced in association with a {W} or a {Z} boson and decaying to bottom quarks},
  year = {2014},
  pages = {012003},
  volume = {D89},
  archiveprefix = {arXiv},
  collaboration = {CMS},
  creationdate = {2023-01-28T18:10:22},
  doi = {10.1103/PhysRevD.89.012003},
  file = {:files/PhysRevD.89.012003.pdf:PDF},
  modificationdate = {2023-01-28T18:10:22},
  primaryclass = {hep-ex},
  reportnumber = {CMS-HIG-13-012, CERN-PH-EP-2013-188},
  timestamp = {2013.09.17}
}

2013

JHEP

Observation of a new boson with mass near 125 GeV in pp collisions at \sqrts = 7 and 8 TeV

Serguei Chatrchyan and others

JHEP, 2013

DOI arXiv File Bib

@article{chatrchyan:2013lba,
  author = {Chatrchyan, Serguei and others},
  journal = {JHEP},
  title = {{Observation of a new boson with mass near 125 GeV in pp collisions at $\sqrt{s}$ = 7 and 8 TeV}},
  year = {2013},
  pages = {081},
  volume = {1306},
  archiveprefix = {arXiv},
  collaboration = {CMS},
  creationdate = {2023-01-28T18:10:22},
  doi = {10.1007/JHEP06(2013)081},
  file = {:files/JHEP06(2013)081.pdf:PDF},
  modificationdate = {2023-01-28T18:10:22},
  primaryclass = {hep-ex},
  reportnumber = {CMS-HIG-12-036, CERN-PH-EP-2013-035}
}

Measurements of the Top Quark Pair-Production Cross Section

Frank-Peter Schilling

In 23rd Hadron Collider Physics Symposium, Kyoto, Japan, 2013

DOI arXiv File
Search for the standard model Higgs boson produced in association with W or Z bosons, and decaying to bottom quarks

CMS Collaboration

CMS PAS HIG-13-012, 2013

File

2012

Science

A New Boson with a Mass of 125 GeV Observed with the CMS Experiment at the Large Hadron Collider

Serguei Chatrchyan and others

Science, 2012

DOI File Bib

@article{science-higgs,
  author = {Chatrchyan, Serguei and others},
  journal = {Science},
  title = {{A New Boson with a Mass of 125 GeV Observed with the CMS Experiment at the Large Hadron Collider}},
  year = {2012},
  pages = {1569},
  volume = {338},
  collaboration = {CMS},
  creationdate = {2023-01-28T18:10:22},
  doi = {10.1126/science.1230816},
  file = {:files/science-higgs.pdf:PDF},
  modificationdate = {2023-01-28T18:10:22},
  timestamp = {2013.02.12},
}

Higgs
Discovery

Observation of a new boson at a mass of 125 GeV with the CMS experiment at the LHC

Serguei Chatrchyan and others

Phys.Lett., 2012

DOI arXiv File Bib

@article{cms:2012gu,
  author = {Chatrchyan, Serguei and others},
  journal = {Phys.Lett.},
  title = {{Observation of a new boson at a mass of 125 GeV with the CMS experiment at the LHC}},
  year = {2012},
  pages = {30-61},
  volume = {B716},
  archiveprefix = {arXiv},
  collaboration = {CMS},
  creationdate = {2023-01-28T18:10:22},
  doi = {10.1016/j.physletb.2012.08.021},
  file = {:files/1-s2.0-S0370269312008581-main.pdf:PDF},
  modificationdate = {2023-01-28T18:10:22},
  primaryclass = {hep-ex},
  reportnumber = {CMS-HIG-12-028, CERN-PH-EP-2012-220},
  timestamp = {2013.02.20},
}

Top Quark
Review

Top Quark Physics at the LHC: A Review of the First Two Years

F.-P. Schilling

Int. J. Mod. Phys., 2012

DOI arXiv File Bib

@article{topreview,
  author = {Schilling, F.-P.},
  journal = {Int. J. Mod. Phys.},
  title = {{T}op {Q}uark {P}hysics at the {LHC}: {A} {R}eview of the {F}irst {T}wo {Y}ears},
  year = {2012},
  number = {17},
  pages = {1230016},
  volume = {A27},
  archiveprefix = {arXiv},
  doi = {10.1142/s0217751x12300165},
  file = {:files/s0217751x12300165.pdf:PDF},
  primaryclass = {hep-ex},
  timestamp = {2012.06.21},
}

Measurement of the single-top-quark t-channel cross section in pp collisions at \sqrts=7 TeV

Serguei Chatrchyan and others

JHEP, 2012

DOI arXiv File
Inclusive and differential measurements of the t \bart charge asymmetry in proton-proton collisions at 7 TeV

Serguei Chatrchyan and others

Phys.Lett., 2012

DOI arXiv File
Measurement of the charge asymmetry in top-quark pair production in proton-proton collisions at sqrt(s) = 7 TeV

Serguei Chatrchyan and others

Phys.Lett., 2012

DOI arXiv File
Search for the standard model Higgs boson produced in association with W or Z bosons, and decaying to bottom quarks

CMS Collaboration

CMS PAS HIG-12-044, 2012

File

2011

Measurement of the t\bart Production Cross Section in pp Collisions at 7 TeV in Lepton + Jets Events Using b-quark Jet Identification

Serguei Chatrchyan and others

Phys.Rev., 2011

DOI arXiv File
Measurement of the t-channel single top quark production cross section in pp collisions at sqrt(s) = 7 TeV

Serguei Chatrchyan and others

Phys.Rev.Lett., 2011

DOI arXiv File
Measurement of the t t-bar production cross section and the top quark mass in the dilepton channel in pp collisions at sqrt(s) =7 TeV

Serguei Chatrchyan and others

JHEP, 2011

DOI arXiv File
Measurement of the Top-antitop Production Cross Section in pp Collisions at sqrt(s)=7 TeV using the Kinematic Properties of Events with Leptons and Jets

Serguei Chatrchyan and others

Eur. Phys. J., 2011

DOI arXiv File
First Measurement of the Cross Section for Top-Quark Pair Production in Proton-Proton Collisions at \sqrts=7 TeV

V. Khachatryan and others

Phys.Lett., 2011

DOI arXiv File
Combination of top pair production cross sections in pp collisions at 7 TeV and comparisons with theory

CMS Collaboration

CMS PAS TOP-11-001, 2011

File

2010

Alignment of the CMS Silicon Tracker during Commissioning with Cosmic Rays

S Chatrchyan and others

JINST, 2010

DOI arXiv File
Top Quark Studies with the first CMS Data

Frank-Peter Schilling

In 21st Hadron Collider Physics Symposium, Toronto, Canada, 2010

DOI arXiv File
Selection of Top-Like Events in the Dilepton and Lepton-plus-Jets Channels in Early 7 TeV Data

CMS Collaboration

CMS PAS TOP-10-004, 2010

File

2009

Alignment of the CMS Silicon Strip Tracker during standalone Commissioning

S Chatrchyan and others

JINST, 2009

DOI arXiv File
Common Ntuple Output format for NLO Calculations

J. Campbell, J. Huston, P. Nadolsky, Frank-Peter Schilling, P. Uwer, and J. Weng

In 9th Workshop on Physics at TeV Colliders, Les Houches, France, 2009

DOI arXiv File
Algorithms for b Jet Identification in CMS

CMS Collaboration

CMS PAS BTV-09-001, 2009

File
Plans for an early Measurement of the t\bart Cross Section in the Electron-plus-Jets Channel at \sqrts = 10 TeV

CMS Collaboration

CMS PAS TOP-09-004, 2009

File
Prospects for the first Measurement of the t\bart Cross Section in the Muon-plus-Jets Channel at \sqrts = 10 TeV with the CMS Detector

CMS Collaboration

CMS PAS TOP-09-003, 2009

File

2008

The CMS tracker operation and performance at the Magnet Test and Cosmic Challenge

W. Adam and others

JINST, 2008

DOI File
The CMS experiment at the CERN LHC

R. Adolphi and others

JINST, 2008

DOI File
QCD and Top Quark Physics at the LHC

Frank-Peter Schilling

In 4th Intl. Conference on Physics at the LHC, Split, Croatia, 2008

DOI arXiv File
Observability of Top Quark Pair Production in the Semileptonic Muon Channel with the first 10/pb of CMS Data

CMS Collaboration

CMS PAS TOP-08-005, 2008

File
Measurement of the Top Quark Pair Production Cross Section with L=100/pb in Dileptonic Final States using the CMS Detector

CMS Collaboration

CMS PAS TOP-08-002, 2008

File
Comprehensive set of misalignment scenarios for the CMS tracker

T. Lampen, N. De Filippis, F.-P. Schilling, A. Schmidt, and M. Weber

CMS Note 2008/029, 2008

File
Impact of Tracker Misalignment on the CMS b-Tagging Performance

CMS Collaboration

CMS PAS BTV-07-003, 2008

File

2007

CMS technical design report, volume II: Physics performance

G.L. Bayatian and others

J. Phys., 2007

DOI
Early Electroweak and Top Quark Physics with CMS

Frank-Peter Schilling

In 15th Intl. Workshop on Deep-Inelastic Scattering and Related Subjects (DIS2007), Munich, Germany, 2007

DOI arXiv File
Track Based Alignment in CMS

Frank-Peter Schilling

In 1st LHC Detector Alignment Workshop, Geneva, Switzerland, 2007

DOI arXiv File
Introduction to the CMS contribution

P. Arce, O. Buchmuller, F. P. Schilling, I. Vila, and M. Weber

In 1st LHC Detector Alignment Workshop, Geneva, Switzerland, 2007

DOI File
Status and commissioning of the CMS experiment

O. Buchmuller and F. P. Schilling

In BEAUTY 2006, Oxford, UK, 2007

DOI arXiv File
CMS Computing, Software and Analysis Challenge in 2006 (CSA06) Summary

CMS Collaboration

CMS Note 2007/006, 2007

File

2006

Track-based alignment of composite detector structures

V. Karimaki, T. Lampen, and F.-P. Schilling

IEEE Trans. Nucl. Sci., 2006

DOI File
Measurement and QCD analysis of the diffractive deep- inelastic scattering cross-section at HERA

A. Aktas and others

Eur. Phys. J., 2006

DOI arXiv File
Diffractive deep-inelastic scattering with a leading proton at HERA

A. Aktas and others

Eur. Phys. J., 2006

DOI arXiv File
Track reconstruction and alignment with the CMS silicon tracker

F.-P. Schilling

In 33rd Intl. Conference on High Energy Physics (ICHEP 2006), Moscow, Russia, 2006

DOI arXiv File
Impact of CMS silicon tracker misalignment on track and vertex reconstruction

L. Barbone and others

In Workshop on Tracking in High Multiplicity Environments (TIME 2005), Zurich, Switzerland, 2006

DOI File
Diffractive DIS cross sections and parton distributions

F.-P. Schilling

In 33rd Intl. Conference on High Energy Physics (ICHEP 2006), Moscow, Russia, 2006

DOI arXiv File
Prospects for measuring B_s →μμwith the CMS detector

Frank-Peter Schilling

In 10th Intl. Conference on B Physics at Hadron Machines (BEAUTY 2005), Assisi, Italy, 2006

DOI arXiv File
Prospects for diffractive and forward physics at the LHC

M. Albrow and others

CERN LHCC 2006-039, 2006

File
CMS physics: Technical design report, Vol. 1: Software and Detector Performance

G. L. Bayatian and others

CERN LHCC 2006-001, 2006

File
Impact of CMS silicon tracker misalignment on track and vertex reconstruction

P. Vanlaer and others

CMS Note 2006/029, 2006

File
Fitting of event topologies with external kinematic constraints in CMS

J. D’Hondt and others

CMS Note 2006/023, 2006

File
The HIP algorithm for track based alignment and its application to the CMS pixel detector

V. Karimaki, T. Lampen, and F.-P. Schilling

CMS Note 2006/018, 2006

File

2005

DPDF: A Library for Diffractive Parton Distributions

Frank-Peter Schilling

In HERA and the LHC: A Workshop on the Implications of HERA for LHC Physics, CERN and DESY, 2004-2005, 2005

DOI arXiv File
HERA diffractive structure function data and parton distributions

Paul R. Newman and F.-P. Schilling

In HERA and the LHC: A Workshop on the Implications of HERA for LHC Physics, CERN and DESY, 2004-2005, 2005

DOI arXiv File
HERA diffractive structure function data and parton distributions

Paul Laycock, P. Newman, and F. P. Schilling

In 13th Intl. Workshop on Deep Inelastic Scattering (DIS 2005), Madison, USA, 2005

DOI File

2004

Diffractive final states with the H1 detector at HERA

Frank-Peter Schilling

In Intl. Europhysics Conference on High-Energy Physics (EPS-HEP 2003), Aachen, Germany, 2004

DOI arXiv File
Summary of working group B: Diffraction and vector mesons

Alessia Bruni, Markus Diehl, and Frank-Peter Schilling

In 12th Intl. Workshop on Deep Inelastic Scattering (DIS 2004), Slovakia (DESY-04-201), 2004

DOI arXiv File
Diffractive D* Meson Production in Deep Inelastic ep Collisions at HERA

H1 Collaboration

Paper 6-0178 subm. to ICHEP 2004, Beijing, China, 2004

File
Dijets in Diffractive Photoproduction and Deep-Inelastic Scattering at HERA

H1 Collaboration

Paper 6-0177 subm. to ICHEP 2004, Beijing, China, 2004

File
Measurement of the Inclusive Cross Section for Diffractive Deep Inelastic Scattering at High Q2

H1 Collaboration

Paper 6-0175 subm. to ICHEP 2004, Beijing, China, 2004

File

2003

Measurement of inclusive jet cross-sections in photoproduction at HERA

C. Adloff and others

Eur. Phys. J., 2003

DOI arXiv File
Diffractive photoproduction of J/ψmesons with large momentum transfer at HERA

A. Aktas and others

Phys. Lett., 2003

DOI arXiv File
Inclusive diffraction at HERA

F.-P. Schilling

In 31st Intl. Conference on High Energy Physics (ICHEP 2002), Amsterdam, The Netherlands, 2003

DOI arXiv File
Electron deuteron scattering with HERA, a letter of intent for an experimental programme with the H1 detector

T. Alexopoulos and others

DESY-03-194, 2003

File
Comparison at NLO between Predictions from QCD Fits to F2D and and Diffractive Final State Observables at HERA

H1 Collaboration

Paper 113 subm. to EPS-HEP 2003, Aachen, Germany, 2003

File
Dijets in Diffractive Photoproduction at HERA

H1 Collaboration

Paper 087 subm. to EPS-HEP 2003, Aachen, Germany, 2003

File

2002

Search for odderon-induced contributions to exclusive pi0 photoproduction at HERA

C. Adloff and others

Phys. Lett., 2002

DOI arXiv File
A measurement of the t dependence of the helicity structure of diffractive rho meson electroproduction at HERA

C. Adloff and others

Phys. Lett., 2002

DOI arXiv File
Energy flow and rapidity gaps between jets in photoproduction at HERA

C. Adloff and others

Eur. Phys. J., 2002

DOI arXiv File
NLO QCD fit to H1 diffractive DIS data

Frank-Peter Schilling

In 10th Intl. Workshop on Deep Inelastic Scattering (DIS 2002), Cracow, Poland, 2002

arXiv File
Diffractive jet production in DIS: Testing QCD factorisation

F.-P. Schilling

In 9th Intl. Workshop on Deep Inelastic Scattering (DIS 2001), Bologna, Italy, 2002

DOI arXiv File
Measurement and NLO DGLAP QCD Interpretation of Diffractive Deep-Inelastic Scattering at HERA

H1 Collaboration

Paper 980 subm. to ICHEP 2002, Amsterdam, The Netherlands, 2002

File
Measurement of the Diffractive DIS Cross Section at low Q2

H1 Collaboration

Paper 981 subm. to ICHEP 2002, Amsterdam, The Netherlands, 2002

File

2001

Diffractive jet production in deep inelastic e^+ p collisions at HERA

C. Adloff and others

Eur. Phys. J., 2001

DOI arXiv File
Hard Diffraction: Results from H1 at HERA

Frank-Peter Schilling

In Riken BNL Research Center Workshop (Vol. 34): High Energy QCD - Beyond the Pomeron, Upton, New York, USA, BNL-52641, 2001

DOI File
Measurement of the Diffractive Structure Function F2D(3)(beta,Q2,xpom) at HERA

H1 Collaboration

Paper 808 subm. to EPS-HEP 2001, Budapest, Hungary and paper 500 subm. to Lepton-Photon 2001, Rome, Italy, 2001

File
Diffractive Jet Production in Deep-Inelastic e+p Collisions at HERA

F.-P. Schilling

University of Heidelberg, 2001

DESY-THESIS-2001-010

DOI File

2000

Diffractive dijet and 3-jet electroproduction at HERA

F.-P. Schilling

In 8th Intl. Workshop on Deep Inelastic Scattering (DIS 2000), Liverpool, UK, 2000

DOI arXiv File
Diffractive Jet-Production in Deep-Inelastic e+p Collisions at HERA

H1 Collaboration

Paper 960 subm. to ICHEP 2000, Osaka, Japan, 2000

File

1999

Diffractive dijet production at HERA

F.-P. Schilling

In 7th Intl. Workshop on Deep Inelastic Scattering (DIS 1999), Zeuthen, Germany, 1999

DOI File
Diffractive Dijet Electroproduction at HERA

H1 Collaboration

Paper 157ae subm. to EPS-HEP 1999, Tampere, Finland, 1999

File

1998

Untersuchung von 2-Jet-Ereignissen in der diffraktiven tiefinelastischen Streuung mit dem H1-Detektor

F.-P. Schilling

University of Heidelberg, 1998

H1TH-132

File