Partner: 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