WIAS Preprint List: Frerichs-Mihov, Derk

• 3074: Frerichs-Mihov, Derk; Zainelabdeen, Marwa; John, Volker
  On collocation points for physics-informed neural networks applied to convection-dominated convection-diffusion problems
  Appeared in: Numerical Mathematics and Advanced Applications ENUMATH 2023, Volume 1, vol. 153 of Lecture Notes in Computational Science and Engineering (LNCSE), Springer, Cham, 2025, pp. 335--344, DOI 10.1007/978-3-031-86173-4_34 .
• 3063: Frerichs-Mihov, Derk; Henning, Linus; John, Volker
  On loss functionals for physics-informed neural networks for convection-dominated convection-diffusion problems
  Appeared in: Commun. Appl. Math. Comput., published online on 22.05.2024, DOI 10.1007/s42967-024-00433-7 .
• 2986: Frerichs-Mihov, Derk; Henning, Linus; John, Volker
  Using deep neural networks for detecting spurious oscillations in discontinuous Galerkin solutions of convection-dominated convection-diffusion equations
  Appeared in: J. Sci. Comput., 97 (2023), pp. 1--27, DOI 10.1007/s10915-023-02335-x .
• 2912: Frerichs-Mihov, Derk; John, Volker
  On a technique for reducing spurious oscillations in DG solutions of convection-diffusion equations
  Appeared in: Appl. Math. Lett., 129 (2022), pp. 107969/1--107969/7, DOI 10.1016/j.aml.2022.107969 .