Publications

Peer-reviewed research in AI for manufacturing and legal scholarship: eleven publications.

273 citations · h-index 8 · i10-index 8 — Google Scholar · ORCID

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

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

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

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

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

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

J. Petrik, S. I. Ali, M. Feistle, M. Bambach · Mechanics of Materials 189, 104875 · 2024 22 citations
Experimental investigation of cold-spray chromium cladding

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

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

J. Petrik, M. Bambach · Manufacturing Letters 40, 31–36 · 2024 8 citations
Modelling of Manufacturing Processes via Machine Learning Algorithms

J. Petrik · Doctoral dissertation, ETH Zurich · 2023