Research output per year
Research output per year
Personal profile
Further information
Branches of science
- 101 Mathematics
- 304 Medical Biotechnology
Fingerprint
Dive into the research topics where Federica Caforio is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Most recent collaborations and top research areas
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Non-intrusive parametrized-background data-weak reconstruction of cardiac displacement fields from sparse MRI-like observations
Mantegazza, F. C., Caforio, F., Augustin, C., Gsell, M. A. F., Haase, G. & Karabelas, E. (Last author), 27 Apr 2026, In: Computational Mechanics. 27 p.Research output: Contribution to journal › Research article
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On parameter identification in three-dimensional elasticity and discretisation with physics-informed neural networks
Caforio, F. (First author), Holler, M. & Hofler, M. (Last author), 31 Jul 2026, In: Inverse Problems. 42, 7, 36 p., 075007.Research output: Contribution to journal › Research article
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Physics-informed neural network estimation of active material properties in time-dependent cardiac biomechanical models
Hofler, M., Regazzoni, F., Pagani, S., Karabelas, E., Augustin, C., Haase, G., Plank, G. & Caforio, F. (Last author), Jul 2026, In: Journal of the Mechanics and Physics of Solids. 213, 32 p., 106603.Research output: Contribution to journal › Research article
2 Citations (Web of Science) -
Physics-informed neural network estimation of material properties in soft tissue nonlinear biomechanical models
Caforio, F. (First author), Regazzoni, F., Pagani, S., Karabelas, E., Augustin, C., Haase, G., Plank, G. & Quarteroni, A., Feb 2025, In: Computational Mechanics. 75, 2, 27 p.Research output: Contribution to journal › Research article
41 Citations (Web of Science) -
A coupling strategy for a first 3D-1D model of the cardiovascular system to study the effects of pulse wave propagation on cardiac function
Caforio, F. (First author), Augustin, C., Alastruey, J., Gsell, M. & Plank, G. (Last author), 2022, In: Computational Mechanics.Research output: Contribution to journal › Research article
12 Citations (Web of Science)
Activities
- 1 Scientific talk or presentation
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Studying the effects of pulse wave propagation on cardiac function using a novel 3D model of cardiac electromechanics coupled to a 1D model of the circulatory system.
Caforio, F. (Speaker), Augustin, C. (Author), Plank, G. (Author) & Alastruey, J. (Author)
2021Activity: Talk, presentation or poster › Scientific talk or presentation › On site