SBIR Phase I: A fractional-order computational platform for the multiscale and multiphysics analysis of failure-critical systems

SBIR 第一阶段：用于故障关键系统的多尺度和多物理场分析的分数阶计算平台

• 批准号: 2212932
• 负责人: Sansit Patnaik
• 金额: $ 25.59万
• 依托单位: M3SIM, LLC
• 依托单位国家: 美国
• 项目类别: Standard Grant
• 财政年份: 2022
• 资助国家: 美国
• 起止时间: 2022-09-15 至 2023-12-31
• 项目状态: 已结题
• 来源: https://www.nsf.gov/awardsearch/showAward?AWD_ID=2212932&HistoricalAwards=false
• 关键词: SBIR; Phase; fractional; order; computational

This Small Business Innovation Research (SBIR) Phase I project will develop the foundation of a fractional-calculus-based computational platform for the simulation of multiscale and multiphysics systems. This Phase I effort will focus on developing modeling capabilities for nonlinear thermomechanical fatigue and damage behavior of ductile materials and will provide important insights on both feasibility and performance of the fractional calculus approach for a class of nonlinear problems that is not only of extreme importance for scientific and industrial applications but it is also a prototypical example of multiscale and multiphysics systems.By leveraging an advanced and generalized class of operators, namely the distributed and variable-order fractional operators, this project will develop fatigue and damage mechanics simulation software capable of continuum scale computational efficiency and microscale accuracy. The resulting formulation will offer an unprecedented combination of computational efficiency, a high degree of fidelity and accuracy, and a revolutionary adaptive mathematical structure that evolves in real-time based on the underlying physics controlling the deterioration and damage process.The overarching innovation at the basis of the M3SIM software products is a one-of-its-kind computational platform based on cutting-edge distributed-variable order (DVO) fractional calculus (FC). The unique nature of DVO operators allows the new platform to perform multiscale and multiphysics analyses of complex systems at a level of accuracy and efficiency that is unattainable with traditional methods. This new approach will have profound practical implications for predictive science because it will enable a novel concept of an adaptive computational platform whose structure evolves with the underlying physics without a priori and ad hoc decisions from the user.This award reflects NSF's statutory mission and has been deemed worthy of support through evaluation using the Foundation's intellectual merit and broader impacts review criteria.

这个小企业创新研究（SBIR）第一阶段项目将为多尺度和多物理场系统的模拟开发一个基于分数计算的计算平台的基础。第一阶段的工作将侧重于开发塑性材料的非线性热机械疲劳和损伤行为的建模能力，并将为一类非线性问题的分数微积分方法的可行性和性能提供重要的见解，这些问题不仅对科学和工业应用极其重要，而且也是多尺度和多物理场系统的原型例子。通过利用一种先进的广义算子，即分布和变阶分数算子，该项目将开发具有连续尺度计算效率和微尺度精度的疲劳和损伤力学模拟软件。由此产生的公式将提供前所未有的计算效率，高度的保真度和准确性，以及基于控制退化和损伤过程的底层物理实时演变的革命性自适应数学结构。M3SIM软件产品基础上的首要创新是基于尖端的分布式变量阶（DVO）分数阶演算（FC）的独一无二的计算平台。DVO运营商的独特性质使新平台能够以传统方法无法达到的精度和效率对复杂系统进行多尺度和多物理场分析。这种新方法将对预测科学产生深远的实际影响，因为它将实现自适应计算平台的新概念，该平台的结构随着底层物理而发展，而无需用户的先验和临时决定。该奖项反映了美国国家科学基金会的法定使命，并通过使用基金会的知识价值和更广泛的影响审查标准进行评估，被认为值得支持。