Complex Algorithms for Data-Driven Model Learning in Science and Engineering
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MONTÁNS, Francisco Javier; CHINESTA, Francisco; GÓMEZ-BOMBARELLI, Rafael; KUTZ, Jose Nathan (Wiley, 2019)In their first centuries, scientific and engineering develop-ments were dominated by empirical understanding which encapsulated the first paradigm of scientific discovery. After the Renaissance, the scientific revolution ...
MONTÁNS, Francisco J.; CHINESTA, Francisco; GÓMEZ-BOMBARELLI, Rafael; KUTZ, J. Nathan (Elsevier, 2019)In the past, data in which science and engineering is based, was scarce and frequently obtained by experiments proposed to verify a given hypothesis. Each experiment was able to yield only very limited data. Today, data ...
LAUZERAL, Nathan; BORZACCHIELLO, Domenico; KUGLER, Michaël; GEORGE, Daniel; RÉMOND, Yves; HOSTETTLER, Alexandre; CHINESTA, Francisco (TAYLOR & FRANCIS, 2019)The main objective of this study is to combine the statistical shape analysis with a morphing procedure in order to generate shape-parametric finite element models of tissues and organs and to explore the reliability and ...
A model order reduction approach to create patient-specific mechanical models of human liver in computational medicine applications. LAUZERAL, Nathan; BORZACCHIELLO, Domenico; KUGLER, Michael; RÉMOND, Yves; GEORGE, Daniel; HOSTETTLER, Alexandre; CHINESTA, Francisco (elsevier, 2019)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 accurate simulators for the mechanical response ...
The tolerance of the human body to automobile collision impact - a systematic review of injury biomechanics research, 1990-2009. FORMAN, Jason L.; LOPEZ-VALDEZ, Francisco J.; DUPREY, Sonia; BOSE, Dipan; DE DIOS, Eduardo Del Pozo; SUBIT, Damien; GILLISPIE, Tim; CRANDALL, Jeff R.; SEGUI-GOMEZ, Maria (Elsevier, 2015)Road traffic injuries account for 1.3 million deaths per year world-wide. Mitigating both fatalities and injuries requires a detailed understanding of the tolerance of the human body to external load. To identify research ...