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README.md

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@@ -115,31 +115,51 @@ You can find an overview about all command line options under [docs/command-line
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Please cite Extra-P in your publications if it helps your research:
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@inproceedings{calotoiu_ea:2013:modeling,
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author = {Calotoiu, Alexandru and Hoefler, Torsten and Poke, Marius and Wolf, Felix},
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month = {November},
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title = {Using Automated Performance Modeling to Find Scalability Bugs in Complex Codes},
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booktitle = {Proc. of the ACM/IEEE Conference on Supercomputing (SC13), Denver, CO, USA},
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year = {2013},
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pages = {1--12},
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publisher = {ACM},
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isbn = {978-1-4503-2378-9},
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doi = {10.1145/2503210.2503277}
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}
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### Publications
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1. Alexandru Calotoiu, David Beckingsale, Christopher W. Earl, Torsten Hoefler, Ian Karlin, Martin Schulz, Felix Wolf:
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Fast Multi-Parameter Performance Modeling. In Proc. of the 2016 IEEE International Conference on Cluster Computing (
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Alexandru Calotoiu, Marcin Copik, Fabian Czappa, Alexander Geiß, Gustavo Morais, Marcus Ritter, Sergei Shudler, Torsten Hoefler, Felix Wolf:
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Extra-P – Empirical Performance Modeling Made Easy. *Frontiers in High Performance Computing*, 3–2025, 2026. [10.3389/fhpcp.2025.1714042](https://doi.org/10.3389/fhpcp.2025.1714042)
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```
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@Article{calotoiu_extra-p_2026,
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author = {Calotoiu, Alexandru and Copik, Marcin and Czappa, Fabian and Geiß, Alexander and Morais, Gustavo and Ritter, Marcus and Shudler, Sergei and Hoefler, Torsten and Wolf, Felix},
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title = {Extra-{P} – {Empirical} {Performance} {Modeling} {Made} {Easy}},
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journal = {Frontiers in High Performance Computing},
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year = {2026},
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volume = {3–2025},
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issn = {2813–7337},
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doi = {10.3389/fhpcp.2025.1714042}
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}
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```
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### Selected Publications
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1. Alexandru Calotoiu, Torsten Hoefler, Marius Poke, Felix Wolf:
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*Using automated performance modeling to find scalability bugs in complex codes*. In Proc. of the International
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Conference on High Performance Computing, Networking, Storage and Analysis (SC '13), ACM, 2013.
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[DOI](https://doi.org/10.1145/2503210.2503277)
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2. Alexandru Calotoiu, David Beckingsale, Christopher W. Earl, Torsten Hoefler, Ian Karlin, Martin Schulz, Felix Wolf:
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*Fast Multi-Parameter Performance Modeling*. In Proc. of the 2016 IEEE International Conference on Cluster Computing (
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CLUSTER), Taipei, Taiwan, pages 172–181, IEEE, September
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2016. [PDF](https://apps.fz-juelich.de/jsc-pubsystem/aigaion/attachments/fastmultiparam.pdf-f839eba376c6d61a8c4cab9860b6b3bf.pdf)
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2. Marcus Ritter, Alexandru Calotoiu, Sebastian Rinke, Thorsten Reimann, Torsten Hoefler, Felix Wolf: *Learning
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3. Marcus Ritter, Alexandru Calotoiu, Sebastian Rinke, Thorsten Reimann, Torsten Hoefler, Felix Wolf: *Learning
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Cost-Effective Sampling Strategies for Empirical Performance Modeling.* In Proc. of the 34th IEEE International
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Parallel and Distributed Processing Symposium (IPDPS), New Orleans, LA, USA, pages 884–895, IEEE, May
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2020. [PDF](https://apps.fz-juelich.de/jsc-pubsystem/aigaion/attachments/ritter_ea_2020_ipdps.pdf-01cbe96f7a170aba7c7ef941f966d292.pdf)
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3. Marcus Ritter, Alexander Geiß, Johannes Wehrstein, Alexandru Calotoiu, Thorsten Reimann, Torsten Hoefler, Felix Wolf:
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4. Marcus Ritter, Alexander Geiß, Johannes Wehrstein, Alexandru Calotoiu, Thorsten Reimann, Torsten Hoefler, Felix Wolf:
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*Noise-Resilient Empirical Performance Modeling with Deep Neural Networks.* In Proc. of the 35th IEEE International
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Parallel and Distributed Processing Symposium (IPDPS), Portland, Oregon, USA, pages 23–34, IEEE, May
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2021. [PDF](http://htor.inf.ethz.ch/publications/img/noiseresilientmodeling.pdf)
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5. Alexander Geiß, Téodora Hovi, Alexandru Calotoiu, Felix Wolf:
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*Validating the Performance of GPU Ports Using Differential Performance Models*. Future Generation Computer Systems, 174: 1–17, January 2026.
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[DOI](https://doi.org/10.1016/j.future.2025.108018)
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7. Marcus Ritter, Benedict Naumann, Alexandru Calotoiu, Sebastian Rinke, Thorsten Reimann, Torsten Hoefler, Felix Wolf:
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*Cost-Effective Empirical Performance Modeling*. Transactions on Parallel and Distributed Systems, 37: 575–592, February 2026.
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[PDF](https://www.parallel.informatik.tu-darmstadt.de/zotero-lists/attachments/GH3LJG4Z_Ritter%20et%20al.%20-%202026%20-%20Cost-Effective%20Empirical%20Performance%20Modeling.pdf)
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9. Alexandru Calotoiu, Marcin Copik, Fabian Czappa, Alexander Geiß, Gustavo Morais, Marcus Ritter, Sergei Shudler, Torsten Hoefler, Felix Wolf:
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*Extra-P – Empirical Performance Modeling Made Easy*. Frontiers in High Performance Computing, 3–2025, March 2026.
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[DOI](https://doi.org/10.3389/fhpcp.2025.1714042)

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