Workshop II: Scale-Bridging Materials Modeling at Extreme Computational Scales


التواريخ : 17 أفريل 2023 » 21 أفريل 2022

المكان : Institute for Pure and Applied Mathematics, UCLA
الولايات المتحدة

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الجهة المنظمة : Institute for Pure and Applied Mathematics, UCLA.

المجال : الفيزياء; 0
الرياضيات والإحصاء; الفيزياء; علوم الهندسة; علوم الحاسوب;
Keywords: Experimental design, Data analysis, Analysis, Integration, Mathematics, Physics, Design, Computing
تفاصيل :

Quantitatively predicting the properties of “real” structural materials is an extremely challenging endeavor, as macroscale properties depend on characteristics of the material at every scale, from nanometers (short range order, point defects, etc.), to micrometers (grain size, extended defects, etc.), to centimeters (texture, etc.). Similarly, relevant timescales range from atomic vibrations (picoseconds) to microstructural evolution times (hours to years). This extreme breadth of size and time scales makes the accurate simulations with fully-resolved atomic-scale tools (e.g., molecular dynamics) hopeless. Practical solutions must therefore rely on scale-bridging approaches that systematically upscale the lower scale physics into computationally tractable higher-scale constructs. The premise of this workshop is that extreme-scale computing can breathe new life into the field of multiscale modeling by addressing the problems identified above with brute force computing. This workshop will focus on new mathematical approaches to multiscale/multiphysics modeling, with a particular emphasis on the many theoretical and numerical challenges faced at the exascale. The goal is to bring together specialists in a range of massively parallel algorithms and researchers interested in improving the scalability of current techniques.

Topics: Part of the Long Program New Mathematics for the Exascale: Applications to Materials Science, Integration of direct simulations, online data analysis, and experimental data. Mathematical methods for data assimilation. Large-scale inverse problems. Computation-aided online experimental design at massive scales. Active exploration of chemical space using massive quantum calculations. Workflow infrastructure. Integration of numerically-intensive calculations with ML/data-science at scale.


Workshop II: Scale-Bridging Materials Modeling at Extreme Computational Scales to be held in Institute for Pure and Applied Mathematics, UCLA, الولايات المتحدة between 17 أفريل 2023 and 21 أفريل 2022. It is organised by Institute for Pure and Applied Mathematics, UCLA.. It covers specific areas of الفيزياء such as 0. Visit the website of the conference for more detailed information or contact the organizer for specific questions.
أضف الى المذكرة 2023-04-17 2022-04-21 Europe/London Workshop II: Scale-Bridging Materials Modeling at Extreme Computational Scales https://www.sciencedz.net/ar/conference/90192-workshop-ii-scale-bridging-materials-modeling-at-extreme-computational-scales Institute for Pure and Applied Mathematics, UCLA - الولايات المتحدة Institute for Pure and Applied Mathematics, UCLA.

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