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We believe academia should be centered on sharing and supporting mutual growth. So we openly share the research vision of the group, short notes for supporting the development of early career researchers and academics, technical presentations, and whenever it is possible we share our research outcomes on open access platforms (even before peer review).
We believe academia should be centered on sharing and supporting mutual growth. So we openly share the research vision of the group, short notes for supporting the development of early career researchers and academics, technical presentations, and whenever it is possible we share our research outcomes on open access platforms (even before peer review).
Sibille L., Nord T. S. , Cicirello A., Digital twin for virtual sensing of ferry quays via a Gaussian Process Latent Force Model. Data-Centric Engineering
Open access: https://doi.org/10.1017/dce.2026.10046Wu J., Miller T. E., Cicirello A., Taylor G., Mortimer B., "A bio-inspired configuration and algorithm for vibration source localization and its biological implications, Royal Society Proceedings A, 2026.
Open access: https://doi.org/10.1098/rspa.2025.0678Laflame et. al, "Roadmap: Integrating Artificial Intelligence in Structural Health Monitoring Systems", Measurement Science and Technology, 2026.
Open access: https://iopscience.iop.org/article/10.1088/1361-6501/ae3abbKuai H, Macchiarulo V., Sharma S., Karamitopoulos P., Messali F., Cicirello A., Giardina G., Identification of mechanism-specific persistent scatterers for enhancing MT-InSAR in Structural Health Monitoring applications, Engineering Structures, 2026
Open access: https://doi.org/10.1016/j.engstruct.2026.122103.Koune IC, Cicirello A. Adversarial disentanglement by backpropagation with physics-informed variational autoencoder. Data-Centric Engineering. 2025;6:e50.
Open access: doi:10.1017/dce.2025.10028
The code and data (generated via the synthetic use cases): https://github.com/JanKoune/DPI-VAE.
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