课题基金 / 基金详情

CAREER: A Non-local Mathematical and Computational Paradigm for Failure in Unsaturated Soils: Integrated Research and Education through High Performance Computing

CAREER: A Non-local Mathematical and Computational Paradigm for Failure in Unsaturated Soils: Integrated Research and Education through High Performance Computing
职业:非饱和土失效的非局部数学和计算范式:通过高性能计算进行综合研究和教育
批准号:
1944009
负责人:
Xiaoyu Song
金额:
$50.0万
依托单位:
依托单位国家:
美国
项目类别:
Standard Grant
财政年份:
2020
资助国家:
美国
项目状态:
未结题
起止时间:
2020-05-01 至 2025-04-30

项目摘要

项目成果

Xiaoyu Song的其他基金

相似基金

相关文献

中文摘要
翻译
点击翻译按钮获取中文摘要
英文摘要
This Faculty Early Career Development Program (CAREER) grant will address fundamental knowledge gaps preventing the accurate characterization of multiphysics conditions driving failure (e.g., shear bands/cracks) of unsaturated soils. Unsaturated soil mechanics plays a vital role in geohazard assessment, as well as energy, environmental, and coastal geotechnics. Advances in these fields are hindered by unsaturated soil failure mechanisms that are poorly characterized and thus difficult to predict and mitigate. Such failures involve coupled multiphysics processes and arbitrary shear bands/cracks at multiple space and time scales. With recent advances in high-performance computing (HPC), computational modeling is becoming increasingly crucial for advancing our ability to characterize, predict, and mitigate such failures. This powerful tool must be coupled with new and robust numerical methods that are designed to harness and optimize this capability. This CAREER project will develop a novel non-local mathematical and computational paradigm for modeling failure phenomena in non-isothermal unsaturated soils through HPC. The hypothesis is that material heterogeneities and environmental loads are the critical triggers for failures (shear bands/cracks) in unsaturated soils, and that the prediction of such failures can be achieved via coupling HPC with new physics-based numerical tools. The rigorous integration of unsaturated soil mechanics, interface physics, poromechanics, thermodynamics, non-local vector calculus, and HPC can potentially revolutionize our modeling techniques for multiscale, multiphysics problems. Integrated research and educational activities through HPC will foster the interest of high-school and underrepresented students in STEM educations and careers and engage graduate students in globally collaborative research and effective dissemination of scientific knowledge to a diverse audience. The cultivated diverse collaboration network, including NSF Centers, U.S. national laboratories, leading consulting firms, and top global institutions, will increase the national and global impacts of this project and has the added benefit of exposing students to a dynamic team.The research goal of this CAREER grant is to better characterize and predict failures in unsaturated soils under environmental loads. This project will (i) formulate, implement, and validate a novel multiphysics peri-poromechanics (PPM) paradigm using non-local vector calculus and basic principles of physics and mechanics, and (ii) conduct extensive computational experiments through HPC. The new knowledge generated by this project includes a fundamental mechanistic understanding of multiphysics conditions driving failures of unsaturated soils that is crucial for building sustainable and resilient civil infrastructure. A significant outcome of this project is expected to be a novel multiphysics PPM paradigm that can potentially transform mathematical and computational modeling of failures in unsaturated soils due to its physical and mathematical consistency across multiple spatial scales. Original contributions expected are: (i) A novel physically, mathematically and computationally consistent paradigm for better modeling soil multiphysics; (ii) Next-generation non-local constitutive models for unsaturated soils; (iii) A validated open-source HPC tool for predicting unsaturated soil failures; and (iv) A new mechanistic understanding of multiphysics conditions driving failures in unsaturated soils. The educational plan will challenge and prepare next-generation engineers and scientists with a diverse knowledge base by integrating fundamental principles of mathematics, physics, mechanics, and HPC. This project will implement a series of initiatives, including two course modules on key concepts in unsaturated soil failure analysis and the vital role of HPC in basic scientific research, a cloud computing app, a dedicated wiki page, and NSF SimCenter and ASCE webinars.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.
期刊论文(23)
专著(0)
科研奖励(0)
会议论文
Dynamic Localized Failure of Soils via Nonlocal Poromechanics Model: A Case Study of the Lower San Fernando Dam Failure
通过非局部孔隙力学模型进行土壤动态局部破坏:圣费尔南多下游大坝溃决案例研究
DOI: 10.1061/9780784483701.002
发表时间: 2021
期刊: ASCE Geo-Extreme 2021
影响因子: --
作者: [Menon, Shashank, Song, Xiaoyu]
通讯作者: Song, Xiaoyu
Micro-polar periporomechanics for shear bands and cracks in porous media under dynamic loads
动态载荷下多孔介质剪切带和裂缝的微极性周孔隙力学
DOI: --
发表时间: 2023
期刊: Proceedings 10th NUMGE 2023 10th European Conference on Numerical Methods in Geotechnical Engineering
影响因子: --
作者: [X. Song, H. Pashazad]
通讯作者: X. Song, H. Pashazad
Nanoscale soil-water retention mechanism of unsaturated clay via MD and machine learning
基于 MD 和机器学习的非饱和粘土纳米级土壤保水机制
DOI: 10.1016/j.compgeo.2023.105678
发表时间: 2023
期刊: Computers and Geotechnics
影响因子: 5.3
作者: [Zhang, Zhe, Song, Xiaoyu]
通讯作者: Song, Xiaoyu
DOI: 10.1002/nag.3507
发表时间: 2022-09
期刊: International Journal for Numerical and Analytical Methods in Geomechanics
影响因子: 4
作者: [Zhe Zhang;Xiaoyu Song]
通讯作者: Zhe Zhang;Xiaoyu Song
21
    Molecular Dynamics Modeling of a Partially Saturated Clay-Water System
    • 批准号:
      1659932
    • 项目类别:
      Standard Grant
    • 资助金额:
      $7.08万
    • 财政年份:
      2017
    • 负责人:
      Xiaoyu Song
    • 依托单位:
    国内基金
    海外基金
    Non-CG DNA甲基化平衡大豆产量和SMV抗性的分子机制
    • 批准号:
      32301796
    • 项目类别:
      青年科学基金项目
    • 资助金额:
      30万元
    • 批准年份:
      2023
    • 负责人:
      寻红卫
    • 依托单位:
    long non-coding RNA(lncRNA)-activatedby TGF-β(lncRNA-ATB)通过成纤维细胞影响糖尿病创面愈合的机制研究
    • 批准号:
      LQ23H150003
    • 项目类别:
      省市级项目
    • 资助金额:
      --
    • 批准年份:
      2023
    • 负责人:
      厉怡
    • 依托单位:
    染色体不稳定性调控肺癌non-shedding状态及其生物学意义探索研究
    • 批准号:
      82303936
    • 项目类别:
      青年科学基金项目
    • 资助金额:
      30万元
    • 批准年份:
      2023
    • 负责人:
      张嘉涛
    • 依托单位:
    变分法在双临界Hénon方程和障碍系统中的应用
    • 批准号:
      12301258
    • 项目类别:
      青年科学基金项目
    • 资助金额:
      30.00万元
    • 批准年份:
      2023
    • 负责人:
      王聪
    • 依托单位: