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Alice Cicirello

Text to model via SysML: Automated generation of dynamical system computational models from unstructured natural language text via enhanced System Modeling Language diagrams

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Jul 09, 2025
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Digital twin for virtual sensing of ferry quays via a Gaussian Process Latent Force Model

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Jun 17, 2025
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Adversarial Disentanglement by Backpropagation with Physics-Informed Variational Autoencoder

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Jun 16, 2025
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Physics-Enhanced Machine Learning: a position paper for dynamical systems investigations

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May 08, 2024
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A switching Gaussian process latent force model for the identification of mechanical systems with a discontinuous nonlinearity

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Mar 07, 2023
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Natural Language Processing for Systems Engineering: Automatic Generation of Systems Modelling Language Diagrams

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Aug 09, 2022
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Cyclical Variational Bayes Monte Carlo for Efficient Multi-Modal Posterior Distributions Evaluation

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Feb 23, 2022
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Machine Learning based optimization for interval uncertainty propagation with application to vibro-acoustic models

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Jun 21, 2021
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