4.7 Review

A Manifold Learning Approach to Data-Driven Computational Elasticity and Inelasticity

Related references

Note: Only part of the references are listed.
Review Computer Science, Interdisciplinary Applications

kPCA-Based Parametric Solutions Within the PGD Framework

D. Gonzalez et al.

ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING (2018)

Review Computer Science, Interdisciplinary Applications

A Manifold Learning Approach for Integrated Computational Materials Engineering

E. Lopez et al.

ARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING (2018)

Article Engineering, Multidisciplinary

Data-driven operator inference for nonintrusive projection-based model reduction

Benjamin Peherstorfer et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2016)

Article Engineering, Multidisciplinary

Data-driven computational mechanics

T. Kirchdoerfer et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2016)

Article Engineering, Multidisciplinary

Self-consistent clustering analysis: An efficient multi-scale scheme for inelastic heterogeneous materials

Zeliang Liu et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2016)

Article Multidisciplinary Sciences

Discovering governing equations from data by sparse identification of nonlinear dynamical systems

Steven L. Brunton et al.

PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA (2016)

Article Engineering, Biomedical

Computational Patient Avatars for Surgery Planning

David Gonzalez et al.

ANNALS OF BIOMEDICAL ENGINEERING (2016)

Article Engineering, Multidisciplinary

Dynamic data-driven reduced-order models

Benjamin Peherstorfer et al.

COMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING (2015)

Review Medical Informatics

Big data analytics in healthcare: promise and potential

Wullianallur Raghupathi et al.

HEALTH INFORMATION SCIENCE AND SYSTEMS (2014)

Article Engineering, Aerospace

Interpolation method for adapting reduced-order models and application to aeroelasticity

David Amsallem et al.

AIAA JOURNAL (2008)

Article Engineering, Electrical & Electronic

Grid computing and beyond: The context of Dynamic Data Driven Applications Systems

F Darema

PROCEEDINGS OF THE IEEE (2005)

Article Multidisciplinary Sciences

Nonlinear dimensionality reduction by locally linear embedding

ST Roweis et al.

SCIENCE (2000)

Article Multidisciplinary Sciences

A global geometric framework for nonlinear dimensionality reduction

JB Tenenbaum et al.

SCIENCE (2000)

Article Multidisciplinary Sciences

Designing a new material world

GB Olson

SCIENCE (2000)