Concepedia

Jan Petrik

JP

4

Publications

103

Citations

4

H-Index

2021

Active since

Affiliations

ETH Zurich(Current)

Jan Petrik is an author at ETH Zurich specializing in computer-aided design, engineering, and computer engineering.

Top concepts

EngineeringComputer EngineeringComputer-aided Design3D PrintingData ScienceDeep LearningImage AnalysisMachine VisionComputer VisionComputer Science

Publications per year

2021–2023

4

Publications

4

Reinforcement learning and optimization based path planning for thin-walled structures in wire arc additive manufacturing

Jan Petrik, Markus Bambach� · Journal of Manufacturing Processes · 2023 · 48 citations · Full text

Beyond parabolic weld bead models: AI-based 3D reconstruction of weld beads under transient conditions in wire-arc additive manufacturing

Jan Petrik, Benjamin� Sydow, Markus Bambach� · Journal of Materials Processing Technology · 2021 · 23 citations · Full text

Engineering, Weld Beads, Industrial Engineering +21

MeltPoolGAN: Auxiliary Classifier Generative Adversarial Network for melt pool classification and generation of laser power, scan speed and scan direction in Laser Powder Bed Fusion

Jan Petrik, Barış Kavas, Markus Bambach� · Additive manufacturing · 2023 · 20 citations · Full text

Engineering, Machine Learning, Machine Learning Tool +23

CrystalMind: A surrogate model for predicting 3D models with recrystallization in open-die hot forging including an optimization framework

Jan Petrik, Syed Irtiza Ali, Martin Feistle et al. · Mechanics of Materials · 2023 · 12 citations · Full text

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