Numerical methods for differential equations Open access Peer reviewed

A Novel Newmark Family of Fourth-Order Accurate Algorithms with Complex Sub-Steps for Structural Dynamics

Yargo P. Souza, Felipe S. Loureiro, Delfim Soares, Walnório Graça Ferreira and 1 more

Dynamics | Jun 29, 2026

Abstract

Abstract

A new family of fourth-order accurate time integration schemes is developed by introducing two complex time sub-steps into the classical Newmark family of second-order algorithms. These sub-steps consist of a pair of complex conjugate numbers, enabling the triangularization of a complex-valued effective stiffness matrix. The proposed formulation can be easily implemented in existing codes with only minor modifications to the standard Newmark algorithm. The solution is composed of both real (physical) and imaginary components. The real component provides fourth-order accuracy even in the presence of external loads and physical damping, while the imaginary component offers additional insight into the distribution of numerical errors, an original feature not previously reported for implicit formulations. Compared to the classical Newmark method with a time-step size four times smaller, the proposed scheme exhibits significantly lower numerical dissipation and dispersion errors. Furthermore, the sub-step procedure extends the critical time step of conditionally stable members of the Newmark family by a factor of 3. The numerical analysis performed in the proposed time integration method, along with the results obtained for dynamic structural problems, including a complex three-dimensional (3D) application, clearly demonstrate that the method outperforms both Fung’s fourth-order complex scheme and the classical Newmark approach in terms of accuracy.

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Yargo P. Souza

first | Universidade Federal do Rio de Janeiro

Felipe S. Loureiro

middle | Federal University of São João del-Rei

Delfim Soares

middle | Universidade Federal de Juiz de Fora | ORCID 0000-0002-5756-9359

Walnório Graça Ferreira

middle | Escola Superior de Ciências da Santa Casa de Misericórdia de Vitória | ORCID 0000-0002-2079-6048

W.J. Mansur

last | Universidade Federal do Rio de Janeiro | ORCID 0000-0001-6033-9653

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BibTeX

@article{Souza2026Novel,
  title = {A Novel Newmark Family of Fourth-Order Accurate Algorithms with Complex Sub-Steps for Structural Dynamics},
  author = {Yargo P. Souza and Felipe S. Loureiro and Delfim Soares and Walnório Graça Ferreira and W.J. Mansur},
  journal = {Dynamics},
  year = {2026},
  doi = {10.3390/dynamics6030024},
  url = {https://doi.org/10.3390/dynamics6030024}
}

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