Ivanna Baturynska

Publications

378

Citations

H-Index

2016

Active since

Affiliations

Norwegian University of Science and Technology(Current)

Ivanna Baturynska is an author at Norwegian University of Science and Technology specializing in engineering, 3d printing, and mechanical engineering.

ORCID

Top concepts

Engineering3D PrintingMechanical EngineeringIndustrial EngineeringProduction EngineeringMachine LearningMaterial SciencePowder MetallurgySystems EngineeringComputer-aided Design

Publications per year

2016–2020

Publications

Optimization of Process Parameters for Powder Bed Fusion Additive Manufacturing by Combination of Machine Learning and Finite Element Method: A Conceptual Framework

Ivanna Baturynska, Oleksandr Semeniuta, Kristian Martinsen · Procedia CIRP · 2018 · 171 citations · Full text

Finite Element Method, Engineering, Powder Metallurgy +14

Prediction of geometry deviations in additive manufactured parts: comparison of linear regression with machine learning algorithms

Ivanna Baturynska, Kristian Martinsen · Journal of Intelligent Manufacturing · 2020 · 96 citations · Full text

Engineering, Geometry, Industrial Engineering +19

Statistical analysis of dimensional accuracy in additive manufacturing considering STL model properties

Ivanna Baturynska · The International Journal of Advanced Manufacturing Technology · 2018 · 46 citations · Full text

Application of Machine Learning Techniques to Predict the Mechanical Properties of Polyamide 2200 (PA12) in Additive Manufacturing

Ivanna Baturynska · Applied Sciences · 2019 · 30 citations · Full text

Materials Science, Fibre-reinforced Plastic, Engineering +13

Human-Machine Interface for Artificial Neural Network Based Machine Tool Process Monitoring

Kristian Martinsen, Jonathan Downey, Ivanna Baturynska · Procedia CIRP · 2016 · 19 citations · Full text

Artificial Intelligence, Engineering, Machine Learning +20

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