Collaborative Research: Fracture Mechanics of Glasses with Nanoscale Phase Separation - A Multiscale Experimental and Computational Study
合作研究:纳米级相分离玻璃的断裂力学——多尺度实验和计算研究
基本信息
- 批准号:1762292
- 负责人:
- 金额:$ 25万
- 依托单位:
- 依托单位国家:美国
- 项目类别:Standard Grant
- 财政年份:2018
- 资助国家:美国
- 起止时间:2018-07-01 至 2022-06-30
- 项目状态:已结题
- 来源:
- 关键词:
项目摘要
Although glasses exhibit unique properties, such as high strength and transparency, their inherent brittleness seriously limits their use in many practical applications. Extrinsic treatments can increase the toughness of glass but typically compromise its optical transparency. As an alternative route, this award supports fundamental research to elucidate how controlled nanoscale composition may be used to enhance the resistance to fracture of glass. This knowledge will accelerate the design of tough, yet transparent glasses. Insights from this study will promote glass as a competitive material for a broader range of applications, for which glasses have not been considered until now due to concerns related to safety and reliability resulting from their risk of fracture. Insights from this project will also lead to improved glass performance in many existing applications,for instance, lighter automotive windshields would result in significant energy savings. Thus, the research will not only promote the progress of science but due to the prevalence of glass will also advance the national health, prosperity, and welfare. By integrating multiple disciplines, including physics, material science, and mechanical engineering, this research will train a diverse group of students in various aspects of engineering and contribute to forming the next generation of scientists that the U.S. glass industry critically needs to compete globally. In addition, this award will support: inclusion of undergraduate students in research, integration of research and education through extensive collaboration with glass manufacturer Corning Inc., and recruitment of minority students and outreach to K-12 students through university programs Brittleness remains the main drawback of glasses. To overcome this age-old limitation, this research aims to elucidate the effects of nanoscale heterogeneities and controlled phase separation on the fracture toughness of calcium aluminosilicate glasses,an archetypical model for alkali-free display glasses. The bottom-up strategy relies on high-throughput molecular dynamics simulations, benefits from topological constraint theory, and culminates in peridynamic simulations to ensure the hand-shake of all the considered spatial scales: atoms, microstructure, and continuum. These predictions are systemically validated by experiments, which comprise structural analysis and mechanical tests. This interdisciplinary effort will offer some new insights in the thermodynamics and kinetics of phase separation in glasses. This new fundamental knowledge will serve as a guide to elucidate the distinct roles of the atomic topology, heterogeneity thereof, and nanoscale phase separation in controlling the nanoductility and macroscopic toughness of silicate glasses.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.
尽管玻璃具有高强度、高透明度等独特性能,但其固有的脆性严重限制了其在许多实际应用中的应用。外部处理可以增加玻璃的韧性,但通常会损害其光学透明度。作为另一种途径,该奖项支持基础研究,以阐明如何使用受控纳米成分来增强玻璃的抗裂性。这一知识将加速设计坚固而透明的玻璃。这项研究的见解将促进玻璃作为一种具有竞争力的材料在更广泛的应用中使用,由于玻璃破裂的风险导致的安全和可靠性方面的担忧,到目前为止还没有考虑在这些应用中使用玻璃。来自该项目的见解还将改善许多现有应用中的玻璃性能,例如,较轻的汽车挡风玻璃将显著节省能源。因此,这项研究不仅将促进科学的进步,而且由于玻璃的普及也将促进国民的健康、繁荣和福利。通过整合多个学科,包括物理、材料科学和机械工程,这项研究将在工程的各个方面培养不同的学生群体,并有助于形成美国玻璃行业在全球竞争中迫切需要的下一代科学家。此外,该奖项还将支持:将本科生纳入研究,通过与玻璃制造商康宁公司的广泛合作,将研究与教育相结合,以及招募少数族裔学生,并通过大学项目向K-12学生推广脆性仍然是眼镜的主要缺点。为了克服这一古老的局限性,本研究旨在阐明纳米尺度的非均质性和可控相分离对钙铝硅酸盐玻璃断裂韧性的影响,钙铝硅酸盐玻璃是无碱显示玻璃的典型模型。自下而上的策略依赖于高通量的分子动力学模拟,受益于拓扑约束理论,并在动态模拟中达到顶峰,以确保所有考虑的空间尺度:原子、微结构和连续体的握手。这些预测得到了包括结构分析和力学试验在内的试验的系统验证。这一跨学科的努力将为玻璃中相分离的热力学和动力学提供一些新的见解。这一新的基础知识将作为指南,阐明原子拓扑结构、其异质性和纳米级相分离在控制硅酸盐玻璃的纳米延展性和宏观韧性方面的独特作用。该奖项反映了NSF的法定使命,并通过使用基金会的智力优势和更广泛的影响审查标准进行评估,被认为值得支持。
项目成果
期刊论文数量(27)
专著数量(0)
科研奖励数量(0)
会议论文数量(0)
专利数量(0)
Machine learning for glass science and engineering: A review
- DOI:10.1016/j.nocx.2019.100036
- 发表时间:2019-07
- 期刊:
- 影响因子:3.5
- 作者:Han Liu;Zipeng Fu;Kai Yang;Xinyi Xu;M. Bauchy
- 通讯作者:Han Liu;Zipeng Fu;Kai Yang;Xinyi Xu;M. Bauchy
Stochastic Micromechanical Damage Model for Porous Materials under Uniaxial Tension
- DOI:10.1061/(asce)mt.1943-5533.0004146
- 发表时间:2022-04
- 期刊:
- 影响因子:3.2
- 作者:Fengrui Rao;Longwen Tang;Yuhai Li;G. Ye;C. Hoover;Zhen Zhang;M. Bauchy
- 通讯作者:Fengrui Rao;Longwen Tang;Yuhai Li;G. Ye;C. Hoover;Zhen Zhang;M. Bauchy
Deciphering the atomic genome of glasses by topological constraint theory and molecular dynamics: A review
- DOI:10.1016/j.commatsci.2018.12.004
- 发表时间:2019-03
- 期刊:
- 影响因子:3.3
- 作者:M. Bauchy
- 通讯作者:M. Bauchy
Challenges and opportunities in atomistic simulations of glasses: a review
- DOI:10.5802/crgeos.116
- 发表时间:2022-05
- 期刊:
- 影响因子:0
- 作者:Han Liu;Zhangji Zhao;Qi Zhou;Ruoxia Chen;Kai Yang;Zhe Wang;Longwen Tang;M. Bauchy
- 通讯作者:Han Liu;Zhangji Zhao;Qi Zhou;Ruoxia Chen;Kai Yang;Zhe Wang;Longwen Tang;M. Bauchy
Irradiation-induced toughening of calcium aluminoborosilicate glasses
- DOI:10.1016/j.mtcomm.2022.103649
- 发表时间:2022-05-10
- 期刊:
- 影响因子:3.8
- 作者:Ren,Xiangting;Du,Tao;Smedskjaer,Morten M.
- 通讯作者:Smedskjaer,Morten M.
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Mathieu Bauchy其他文献
Insights into the thermal effect on the fracture toughness of calcium silicate hydrate grains: A reactive molecular dynamics study
深入了解热效应对水合硅酸钙颗粒断裂韧性的影响:反应分子动力学研究
- DOI:
10.1016/j.cemconcomp.2022.104824 - 发表时间:
2022-10 - 期刊:
- 影响因子:10.5
- 作者:
Yao Zhang;Shaoqi Zhang;Xi Jiang;Qing Chen;Zhengwu Jiang;J. Woody Ju;Mathieu Bauchy - 通讯作者:
Mathieu Bauchy
ConvFeatNet ensemble: Integrating microstructure and pre-defined features for enhanced prediction of porous material properties
ConvFeatNet集成:整合微观结构和预定义特征以增强对多孔材料性能的预测
- DOI:
10.1016/j.msea.2025.148173 - 发表时间:
2025-06-01 - 期刊:
- 影响因子:7.000
- 作者:
Yuhai Li;Tianmu Li;Longwen Tang;Shiyu Ma;Qinglin Wu;Puneet Gupta;Mathieu Bauchy - 通讯作者:
Mathieu Bauchy
Enabling carbon dioxide mineralization and active set control in portlandite-based cementitious suspensions
在基于氢氧化钙的胶凝悬浮液中实现二氧化碳矿化和活性组控制
- DOI:
10.1016/j.cemconcomp.2025.106123 - 发表时间:
2025-09-01 - 期刊:
- 影响因子:13.100
- 作者:
Xiaodi Dai;Sharu Bhagavathi Kandy;Rui Xiao;Manas Sarkar;Shubham Wani;Thiyagarajan Ranganathan;Narayanan Neithalath;Aditya Kumar;Mathieu Bauchy;Edward Garboczi;Torben Gädt;Samanvaya Srivastava;Gaurav Sant - 通讯作者:
Gaurav Sant
Precipitation of calcium–alumino–silicate–hydrate gels: The role of the internal stress
钙铝硅酸盐水合物凝胶的沉淀:内应力的作用
- DOI:
10.1063/5.0010476 - 发表时间:
2020 - 期刊:
- 影响因子:0
- 作者:
Cheng Zhao;Wei Zhou;Qi Zhou;Yao Zhang;Han Liu;Gaurav Sant;Xinghong Liu;Lijie Guo;Mathieu Bauchy - 通讯作者:
Mathieu Bauchy
Using graph neural network and symbolic regression to model disordered systems
使用图神经网络和符号回归对无序系统进行建模
- DOI:
10.1038/s41598-025-05205-8 - 发表时间:
2025-07-01 - 期刊:
- 影响因子:3.900
- 作者:
Ruoxia Chen;Mathieu Bauchy;Wei Wang;Yizhou Sun;Xiaojie Tao;Jaime Marian - 通讯作者:
Jaime Marian
Mathieu Bauchy的其他文献
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{{ truncateString('Mathieu Bauchy', 18)}}的其他基金
CAREER: Decoding the Structure and Energy Landscape of Isostatic Glasses by Machine Learning and Enhanced Sampling
职业:通过机器学习和增强采样解码等静压玻璃的结构和能量景观
- 批准号:
1944510 - 财政年份:2020
- 资助金额:
$ 25万 - 项目类别:
Continuing Grant
Collaborative Research: Elucidating the Atomic Origin and Mechanism of Relaxation in Silicate Glasses
合作研究:阐明硅酸盐玻璃的原子起源和弛豫机制
- 批准号:
1928538 - 财政年份:2019
- 资助金额:
$ 25万 - 项目类别:
Continuing Grant
DMREF: Turning Carbon Dioxide into 3D-Printed Concrete via Integrated Machine Learning, Simulations, and Experiments
DMREF:通过集成机器学习、模拟和实验将二氧化碳转化为 3D 打印混凝土
- 批准号:
1922167 - 财政年份:2019
- 资助金额:
$ 25万 - 项目类别:
Standard Grant
Collaborative Research: Understanding and Controlling the Resistance to Scratching in Alkali-Free Glasses
合作研究:了解和控制无碱玻璃的耐刮擦性
- 批准号:
1826420 - 财政年份:2018
- 资助金额:
$ 25万 - 项目类别:
Standard Grant
Collaborative Research: Elucidating the Physical Origins of Creep in Cementitious Materials Towards Improved Prediction and Prescription of Creep-Resistant Binders
合作研究:阐明水泥材料蠕变的物理起源,以改进抗蠕变粘合剂的预测和处方
- 批准号:
1562066 - 财政年份:2016
- 资助金额:
$ 25万 - 项目类别:
Standard Grant
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Research on Quantum Field Theory without a Lagrangian Description
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- 批准号:30824808
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- 批准号:10774081
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