... Intelligence Engineering Informatics Multiscale Modeling and Simulation Journal of Computing and Information Science in Engineering. Received October 25, 2024; Accepted manuscript posted April 18, 2025. doi:10.1115/1.4068483 Copyright © 2025 by ASME; reuse license CC-BY 4.0 Adaptive Network Intervention...

... ]. National Science Foundation 10.13039/100000001 CMMI-1751591 U.S. Department of Energy 10.13039/100000015 DEAC05-00OR22725 model calibration crystal plasticity Bayesian optimization generalized chi-square distribution inverse methods for engineering applications multiscale modeling...

... imperfection mixed finite element method nonlinear geometrical analysis arc-length method post-buckling behaviour of space trusses Lagrange multiplier method advanced computing infrastructure computational foundations for engineering optimization computational metrology multiscale modeling...

... foundations for engineering optimization computer-aided design multiscale modeling and simulation lattice metamaterials fatigue-tolerant materials additive manufacturing model based design Additive manufacturing (AM) includes various manufacturing processes that enable the fabrication...

... informatics human computer interfaces/interactions information management multiscale modeling and simulation The idea of the digital twin (DT) was born at NASA in the 1960s as a “living model” of the Apollo mission [ 1 ]. A visual representation of the concept was proposed by Michael Grieves...

... applications multiscale modeling and simulation 17 07 2022 02 06 2023 02 06 2023 13 07 2023 1 Corresponding author. Email: s.harsha@me.iitr.ac.in Email: msinghrathore@me.iitr.ac.in Copyright © 2023 by ASME 2023 American Society of Mechanical Engineers 1530-9827...

... and challenges of using ML for complex multiscale modeling and simulation. We first outline the current state-of-the-art ML approaches for simulating multiscale systems and highlight some of the landmark developments. Next, we discuss current challenges for ML in multiscale computational modeling...

... multidisciplinary optimization multiscale modeling and simulation Agence Nationale de la Recherche 10.13039/501100001665 ANR-19-CE10-0013-01 The need for highly reliable products has broadened the scope of manufacturing technologies. Despite the introduction of new technologies...

... ,” J. Comput. Phys. , 346 , pp. 242 – 261 . 10.1016/j.jcp.2017.06.013 [9] Arbogast , T. , Pencheva , G. , Wheeler , M. F. , and Yotov , I. , 2007 , “ A Multiscale Mortar Mixed Finite Element Method ,” Multiscale Model. Simul. , 6 ( 1 ), pp. 319 – 346 . 10.1137/060662587...

... efforts toward a multiscale modeling and simulation framework for capturing the interactions of waves with materials bearing defect ensembles. It is first shown that conventional approaches such as ray tracing result in excessive geometric errors. Instead, a more robust method employing solutions...

... design product design environmental sustainability economic sustainability social sustainability computer-aided design multiscale modeling and simulation Social innovation is all new social structures and models that both satisfy social demands and develop advanced social cooperation...

... simulation reduced modeling artificial neural network machine learning artificial intelligence computational geometry computer-aided manufacturing engineering informatics machine learning for engineering applications multiscale modeling and simulation 01 07 2019 27 11 2019 02 12...

... component evaluation artificial intelligence multidisciplinary optimization multiscale modeling and simulation With modern adaptive training complexes (ATCs), the reliance on hardware and software promises to reduce the accident rate of ergatic systems in industrial facilities and lessen...