Resources
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).
Koune I., Rozsas I., Slobbe A., Cicirello A., Bayesian system identification for structures considering spatial and temporal correlation. accepted in Data Centric Engineering, 2023.
Latest version currently available on Arxiv.org: https://arxiv.org/abs/2305.00867
Codes available: https://github.com/JanKoune/tripyWu J., Miller T. E., Cicirello A., Mortimer B., Spider dynamics under vertical vibration and its implications for biological vibration sensing, Royal Society Interface, 2023.
https://doi.org/10.1098/rsif.2023.0365Mahajan S., Cicirello A, Governing Equation identification of nonlinear single degree of freedom oscillators with Coulomb friction using explicit stick and slip temporal constraint, ASME J. Risk Uncertainty Part B, 2023.
Marino L., Cicirello A., A switching Gaussian process latent force model for the identification of mechanical systems with a discontinuous nonlinearity, Data-Centric Engineering, 2023.
https://doi.org/10.1017/dce.2023.12
Codes and experimental dataset available: https://github.com/l-marino/switching-GPLFMZhong S., Scarinci A., Cicirello A., Natural Language Processing for Systems Engineering: Automatic Generation of Systems Modelling Language Diagrams, Knowledge-Based Systems, 2023.
Open access: https://doi.org/10.1016/j.knosys.2022.110071Igea F., Cicirello A., Cyclical Variational Bayes Monte Carlo for Efficient Multi-Modal Posterior Distributions Evaluation, Mechanical System and Signal Processing, 2023
Open access: https://doi.org/10.1016/j.ymssp.2022.109868