# Publications — Jan Petrik

> Peer-reviewed research in AI for manufacturing, and legal scholarship. 273 citations · h-index 8 · i10-index 8 (Google Scholar).

ORCID: https://orcid.org/0000-0003-2096-5320  
Google Scholar: https://scholar.google.com/citations?user=YUwZHWcAAAAJ

## Publications

- EuGH: Zuständigkeitsordnung in grenzüberschreitenden Patentstreitigkeiten: J. Petrik · Case note, patent litigation jurisdiction (CJEU) · 2025
- [Reinforcement learning and optimization based path planning for thin-walled structures in wire arc additive manufacturing](https://janpetrik.com/portfolio-RLPlanner.html): J. Petrik, M. Bambach · Journal of Manufacturing Processes 93, 75–89 · 2023 75 citations
- [MeltPoolGAN: Auxiliary Classifier GAN for melt pool classification and generation of laser power, scan speed and scan direction in Laser Powder Bed Fusion](https://janpetrik.com/portfolio-MeltPoolGAN.html): J. Petrik, B. Kavas, M. Bambach · Additive Manufacturing 78, 103868 · 2023 42 citations
- [Beyond parabolic weld bead models: AI-based 3D reconstruction of weld beads under transient conditions in wire-arc additive manufacturing](https://janpetrik.com/portfolio-AIBead.html): J. Petrik, B. Sydow, M. Bambach · Journal of Materials Processing Technology 302, 117457 · 2022 30 citations
- [Fatigue behavior of cold spray-coated accident tolerant cladding](https://janpetrik.com/portfolio-cladding2.html): M. Ševeček, J. Krejčí, M. H. Shahin, J. Petrik, R. G. Ballinger, K. Shirvan · Proceedings of TopFuel, 1–15 · 2018 24 citations
- [DeepForge: Leveraging AI for microstructural control in metal forming via model predictive control](https://janpetrik.com/portfolio-deepforge.html): J. Petrik, M. Bambach · Journal of Manufacturing Processes 121, 193–204 · 2024 26 citations
- [CrystalMind: A surrogate model for predicting 3D models with recrystallization in open-die hot forging including an optimization framework](https://janpetrik.com/portfolio-CrystalMind.html): J. Petrik, S. I. Ali, M. Feistle, M. Bambach · Mechanics of Materials 189, 104875 · 2024 22 citations
- [Experimental investigation of cold-spray chromium cladding](https://janpetrik.com/portfolio-cladding.html): M. Shahin, J. Petrik, A. Seshadri, B. Phillips, K. Shirvan · TopFuel 799, 1–10 · 2018 21 citations
- [Too hot to print, too slow to handle; finding optimal path characteristics for WAAM](https://www.sciencedirect.com/science/article/pii/S2213846324001718): I. Sideris, J. Petrik, M. Bambach · Manufacturing Letters 41, 879–890 · 2024 16 citations
- [RLTube: Reinforcement Learning Based Deposition Path Planner for Thin-Walled Bent Tubes with Optionally Varying Diameter Manufactured by Wire-Arc Additive Manufacturing](https://janpetrik.com/portfolio-RLTube.html): J. Petrik, M. Bambach · Manufacturing Letters 40, 31–36 · 2024 8 citations
- [Modelling of Manufacturing Processes via Machine Learning Algorithms](https://janpetrik.com/portfolio-dissertation.html): J. Petrik · Doctoral dissertation, ETH Zurich · 2023

## Notes

Citation counts are from Google Scholar and change over time.
Author name appears as 'J. Petrik' (also written Petřík) throughout.