Center for Mathematics and Artificial Intelligence

References 

References

Löhner, R., Antil, H., Schöps, S., (2025). On Techniques for Barely Coupled Multiphysics. AIAA.

Antonau, I., Warnakulasuriya, S., Ansari, T., Wüchner, R., Airaudo, F., Löhner, R., Antil, H., (2025) Comparison of the First Order Algorithms to Solve System Identification Problems of High-Fidelity Digital Twins. AIAA

Löhner, R., Airaudo, F., Antil, H., Wüchner, R., Warnakulasuriya, S., Antonau, I., Ansari, T., (2025) High-Fidelity Digital Twins: Zooming in on Weaknesses in Structures. AIAA

Ansari, T. S. A., Löhner, R., Wüchner, R., Antil, H., Warnakulasuriya, S., Antonau, I., & Airaudo, F. (2024). Adjoint-based Recovery of Thermal Fields from Displacement or Strain Measurements. arXiv preprint arXiv:2411.18118. Link: https://arxiv.org/pdf/2411.18118

Löhner, R., Airaudo, F., Antil, H., Wüchner, R., Meister, F., Warnakulasuriya, F. High-Fidelity Digital Twins: Detecting and Localizing Weaknesses in Structures. International Journal for Numerical Methods in Engineering (IJNME) 2024. DOI: https://doi.org/10.1002/nme.7568

Antil, H. “Mathematical Opportunities in Digital Twins (MATH-DT).” arXiv preprint arXiv:2402.10326 (2024). Link: https://arxiv.org/pdf/2402.10326

Löhner, R., Antil, H., Mut, F., & Cebral, J. (2024). Adjoint-based estimation of sensitivity of clinical measures to boundary conditions for arteries. Journal of Computational Physics497, 112619. Link: https://www.sciencedirect.com/science/article/abs/pii/S0021999123007143

Airaudo, F., Antil, H., Lohner, R., & Rakhimov, U. (2024). On the use of risk measures in digital twins to identify weaknesses in structures. In AIAA SCITECH 2024 Forum (p. 2622). DOI: https://doi.org/10.2514/6.2024-2622

Lohner, R., Airaudo, F., Antil, H., Wüchner, R., Meister, F., & Warnakulasuriya, S. (2024). High-Fidelity Digital Twins: Detecting and Localizing Weaknesses in Structures. In AIAA SCITECH 2024 Forum (p. 2621). DOI: https://doi.org/10.2514/6.2024-2621

F.N. Airaudo, R. Loehner, R. Wuechner, and H. Antil. Adjoint-based Determination of Weaknesses in Structures. Computer Methods in Applied Mechanics and Engineering (CMAME) Vol 417, Year 2023. DOI: link