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• W2184002857 abstract "With the advances in understanding material behavior at atomic and higher length scales, multiscale modeling is gaining momentum in support of the field of materials design. Complex multiscale material models are shown to be useful in predicting the overall behavior of materials by accounting for phenomena at much smaller scales. However, we believe that multiscale modeling is just a means to an end. For purposes of designing a material - tailoring the microstructure to suit multiple performance requirements - multiscale models should be developed in the context of their ultimate use - design decision- making. In this paper, we focus the attention of the multiscale modeling community on multiscale design, which introduces different types challenges from the decision -making standpoint that are currently not addressed in multiscale materials modeling efforts. The key difference is that multiscale modeling deals with efficient integration of information from various models to gain a holistic understanding of the system, whereas multiscale design deals with efficient utilization of information to satisfy design objectives. In this paper, we highlight the challenges in both multiscale modeling and design and provide a brief overview of the existing efforts in multiscale modeling. In order to fill the research gaps in multiscale design, we present the foundations for Multiscale Simulation-Based Design (MSBD), which is a robust decision-based methodology for the integrated design of multiscale, multifunctional materials and systems. MSBD refers to design decision-making using multidisciplinary and multi-physics simulation models across multiple time and length scales that are utilized to achieve system level performance requirements. The concepts and challenges in the paper are illustrated throughout the paper using a multiscale materials example from the design of multifunctional energetic structural materials." @default.
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• W2184002857 date "2005-01-01" @default.
• W2184002857 modified "2023-09-27" @default.
• W2184002857 title "ROBUST MULTISCALE SIMULATION-BASED DESIGN OF MULTIFUNCTIONAL MATERIALS" @default.
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