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A short review on model order reduction based on proper generalized decomposition
This paper revisits a new model reduction methodology based on the use of separated
representations, the so called Proper Generalized Decomposition—PGD. Space and time …
representations, the so called Proper Generalized Decomposition—PGD. Space and time …
Recent advances and new challenges in the use of the proper generalized decomposition for solving multidimensional models
This paper revisits a powerful discretization technique, the Proper Generalized
Decomposition—PGD, illustrating its ability for solving highly multidimensional models. This …
Decomposition—PGD, illustrating its ability for solving highly multidimensional models. This …
PGD-Based Computational Vademecum for Efficient Design, Optimization and Control
In this paper we are addressing a new paradigm in the field of simulation-based engineering
sciences (SBES) to face the challenges posed by current ICT technologies. Despite the …
sciences (SBES) to face the challenges posed by current ICT technologies. Despite the …
Deformable models for surgical simulation: a survey
This paper presents a survey of the state-of-the-art deformable models studied in the
literature, with regard to soft tissue deformable modeling for interactive surgical simulation. It …
literature, with regard to soft tissue deformable modeling for interactive surgical simulation. It …
Hybrid analysis and modeling, eclecticism, and multifidelity computing toward digital twin revolution
Most modeling approaches lie in either of the two categories: physics‐based or data‐driven.
Recently, a third approach which is a combination of these deterministic and statistical …
Recently, a third approach which is a combination of these deterministic and statistical …
A finite element-based machine learning approach for modeling the mechanical behavior of the breast tissues under compression in real-time
F Martínez-Martínez, MJ Rupérez-Moreno… - Computers in biology …, 2017 - Elsevier
This work presents a data-driven method to simulate, in real-time, the biomechanical
behavior of the breast tissues in some image-guided interventions such as biopsies or …
behavior of the breast tissues in some image-guided interventions such as biopsies or …
Real-time biomechanical modeling of the liver using machine learning models trained on finite element method simulations
The development of accurate real-time models of the biomechanical behavior of different
organs and tissues still poses a challenge in the field of biomechanical engineering. In the …
organs and tissues still poses a challenge in the field of biomechanical engineering. In the …
Real‐time simulation of biological soft tissues: a PGD approach
We introduce here a novel approach for the numerical simulation of nonlinear, hyperelastic
soft tissues at kilohertz feedback rates necessary for haptic rendering. This approach is …
soft tissues at kilohertz feedback rates necessary for haptic rendering. This approach is …
A model order reduction approach to create patient-specific mechanical models of human liver in computational medicine applications
Background and objective This paper focuses on computer simulation aspects of Digital
Twin models in the medical framework. In particular, it addresses the need of fast and …
Twin models in the medical framework. In particular, it addresses the need of fast and …
[HTML][HTML] Dynamic Mode Decomposition for soft tissue deformation modelling
This paper studies a new approach to dynamic modelling of soft tissue nonlinear
deformation behavior based on dynamic model decomposition. This approach derives the …
deformation behavior based on dynamic model decomposition. This approach derives the …