Erik Gustafsson

Publications

2024

Erik Gustafsson, Magnus Andersson (2024)

Investigating the Effects of Labeled Data on Parameterized Physics-Informed Neural Networks for Surrogate Modeling: Design Optimization for Drag Reduction over a Forward-Facing Step Fluids, Vol. 9, Article 296 (Article in journal)

https://dx.doi.org/10.3390/fluids9120296

2022

Erik Gustafsson (2022)

Exploring Data-Driven Methods to Enhance Usability of Design Optimization (Licentiate thesis, comprehensive summary)

https://dx.doi.org/10.3384/9789179292782

2021

Erik Gustafsson, Johan Persson, Mehdi Tarkian (2021)

Combinatorial Optimization of Pre-Formed Hose Assemblies Proceedings of the ASME 2021 International Design Engineering Technical Conferences and Computers and Information in Engineering Conference (IDETC-CIE2021): Volume 3B: 47th Design Automation Conference (DAC), Article V03BT03A033 (Conference paper)

https://dx.doi.org/10.1115/DETC2021-71408

2020

Erik Gustafsson, Johan Persson, Johan Ölvander (2020)

Comparison of Design Automation and Machine Learning algorithms for creation of easily modifiable splines Proceedings of NordDesign 2020, Lyngby, Denmark, 12th - 14th August 2020 (Conference paper)

https://dx.doi.org/10.35199/NORDDESIGN2020.55

Organisation

Product Realisation (PROD)

The Division of Product Realisation belongs to the Department of Economic and Industrial Development (IEI). The department conducts education at the basic and advanced level, research and postgraduate education.

Department of Management and Engineering (IEI)

The Department of Management and Engineering (IEI) strengthens and develops tomorrow’s industry, business world and society by ground-breaking research, education and innovation.

Studenthuset on Campus Valla in Linköping

About LiU

Linköping University, LiU, offers innovative education and boundary-crossing research. The students are among the most desirable in the labour market and international rankings consistently place LiU as a leading global university.