Institute of Fundamental Technological Research
Polish Academy of Sciences

Partners

Martin Kronbichler

Technische Universität München (DE)

Recent publications
1.  Wichrowski M., Rezaee Hajidehi M., Korelc J., Kronbichler M., Stupkiewicz S., Matrix-free methods for finite-strain elasticity: Automatic code generation with no performance overhead, INTERNATIONAL JOURNAL FOR NUMERICAL METHODS IN ENGINEERING, ISSN: 0029-5981, DOI: 10.1002/nme.70166, Vol.126, pp.e70166-1-20, 2025

Abstract:
This study explores matrix-free tangent evaluations in finite-strain elasticity with the use of automatically generated code for the quadrature-point level calculations. The code generation is done via automatic differentiation (AD) with AceGen. We compare hand-written and AD-generated codes under two computing strategies: on-the-fly evaluation and caching intermediate results. The comparison reveals that the AD-generated code achieves superior performance in matrix-free computations.

Keywords:
automatic differentiation, code generation, finite elements, finite-strain elasticity, high-performance computing, matrix-free

Affiliations:
Wichrowski M. - other affiliation
Rezaee Hajidehi M. - IPPT PAN
Korelc J. - University of Ljubljana (SI)
Kronbichler M. - Technische Universität München (DE)
Stupkiewicz S. - IPPT PAN
2.  Bangerth W., Heister T., Heltai L., Kanschat G., Kronbichler M., Maier M., Turcksin B., Young T.D., The deal.II Library, Version 8.2, Archive of Numerical Software, ISSN: 2197-8263, Vol.3, No.100, pp.1-8, 2015

Category A Plus

IPPT PAN

logo ippt            Pawińskiego 5B, 02-106 Warsaw
  +48 22 826 12 81 (central)
  +48 22 826 98 15
 

Find Us

mapka
© Institute of Fundamental Technological Research Polish Academy of Sciences 2025