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Silvia Monchetti

University of Florence

Piazza di San Marco, 4

Florence, 50121

Italy

SCHOLARLY PAPERS

5

DOWNLOADS

192

TOTAL CITATIONS

2

Scholarly Papers (5)

1.

REFINING THE SHEAR MODULUS OF MASONRY TOWERS THROUGH BAYESIAN MODEL UPDATING

Number of pages: 25 Posted: 31 Oct 2025
University of Florence, University of Florence, University of Florence, Polytechnic University of Milan and Polytechnic University of Marche
Downloads 56 (1,000,027)

Abstract:

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Bayesian inference, Model updating, Rigid Body-Spring Model (RBSM), Historic masonry towers, Experimental data, Shear modulus

2.

Accounting for Uncertainties in Ml-Based Design of Shape-Morphing Elements

Number of pages: 47 Posted: 15 Feb 2025
Silvia Monchetti, Roberto Brighenti and Noy Cohen
University of Florence, University of Parma and Technion-Israel Institute of Technology - Department of Materials Science and Engineering
Downloads 51 (1,052,702)

Abstract:

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Uncertainties in Material Design, Bayesian approach, Artificial Neural Network, Inverse Controlled Shape Change Design, Confined Swelling

3.

Bi-layer dielectric elastomer beams: theory and applications

Number of pages: 24 Posted: 18 Nov 2025
Karine Sacagiu, Silvia Monchetti, Roberto Brighenti and Noy Cohen
affiliation not provided to SSRN, University of Florence, University of Parma and Technion-Israel Institute of Technology - Department of Materials Science and Engineering
Downloads 42 (1,157,785)

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dielectric elastomers, bi-layer beams, moderate rotations theory, actuators

4.

Dependence of Stiffness on Water Content in Hydrogels: A Statistical Mechanics Based Framework

Number of pages: 27 Posted: 08 Feb 2024
University of Parma, University of Parma, University of Florence, affiliation not provided to SSRN, University of Parma - Department of Engineering and Architecture and Technion-Israel Institute of Technology - Department of Materials Science and Engineering
Downloads 25 (1,385,945)
Citation 1

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hydrogels, stiffness, H-bond dissociation, swelling-induced microstructural evolution, microstructural design

5.

Approximate Bayesian Computation for Structural Identification of Ancient Tie-Rods Using Noisy Modal Data

Number of pages: 27 Posted: 14 May 2024
affiliation not provided to SSRN, University of Florence, affiliation not provided to SSRN and affiliation not provided to SSRN
Downloads 18 (1,470,786)
Citation 1

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Approximate Bayesian Computation, Bayesian Simulated Inference, Polynomial Chaos Expansion, Markov Chain Monte Carlo Methods, Structural Identification, Tie rods