Machine Learning based optimization for interval uncertainty propagation with application to vibro-acoustic models. - Alice Cicirello; Filippo Giunta (CoRR, 2021)

Cyclical Variational Bayes Monte Carlo for Efficient Multi-Modal Posterior Distributions Evaluation. - Felipe Igea; Alice Cicirello (CoRR, 2022)

Natural Language Processing for systems engineering: Automatic generation of Systems Modelling Language diagrams. - Shaohong Zhong; Andrea Scarinci; Alice Cicirello (Knowl. Based Syst., 2023)

Physics-Enhanced Machine Learning: a position paper for dynamical systems investigations. - Alice Cicirello (CoRR, 2024)

Adversarial Disentanglement by Backpropagation with Physics-Informed Variational Autoencoder. - Ioannis Christoforos Koune; Alice Cicirello (CoRR, 2025)

Digital twin for virtual sensing of ferry quays via a Gaussian Process Latent Force Model. - Luigi Sibille; Torodd Skjerve Nord; Alice Cicirello (CoRR, 2025)

Text to model via SysML: Automated generation of dynamical system computational models from unstructured natural language text via enhanced System Modeling Language diagrams. - Matthew Anderson Hendricks; Alice Cicirello (CoRR, 2025)