Award Abstract # 1826420
Collaborative Research: Understanding and Controlling the Resistance to Scratching in Alkali-Free Glasses

NSF Org: CMMI
Division of Civil, Mechanical, and Manufacturing Innovation
Recipient: UNIVERSITY OF CALIFORNIA, LOS ANGELES
Initial Amendment Date: August 9, 2018
Latest Amendment Date: August 9, 2018
Award Number: 1826420
Award Instrument: Standard Grant
Program Manager: Lucy T. Zhang
CMMI
 Division of Civil, Mechanical, and Manufacturing Innovation
ENG
 Directorate for Engineering
Start Date: September 1, 2018
End Date: August 31, 2022 (Estimated)
Total Intended Award Amount: $249,999.00
Total Awarded Amount to Date: $249,999.00
Funds Obligated to Date: FY 2018 = $249,999.00
History of Investigator:
  • Mathieu Bauchy (Principal Investigator)
    bauchy@ucla.edu
Recipient Sponsored Research Office: University of California-Los Angeles
10889 WILSHIRE BLVD STE 700
LOS ANGELES
CA  US  90024-4200
(310)794-0102
Sponsor Congressional District: 36
Primary Place of Performance: University of California-Los Angeles
5731-B Boelter Hall
Los Angeles
CA  US  90095-1593
Primary Place of Performance
Congressional District:
36
Unique Entity Identifier (UEI): RN64EPNH8JC6
Parent UEI:
NSF Program(s): Mechanics of Materials and Str
Primary Program Source: 01001819DB NSF RESEARCH & RELATED ACTIVIT
Program Reference Code(s): 013E, 022E, 024E, 027E, 9161, AMPP
Program Element Code(s): 163000
Award Agency Code: 4900
Fund Agency Code: 4900
Assistance Listing Number(s): 47.041

ABSTRACT

With the advent of substrate glasses for LCD/OLED panels and damage-resistant protective covers for touch-screen computing devices, humans physically interact with glass surfaces now more than ever. However, the resulting risk for scratch-induced damage remains a key concern, which seriously limits glass's suitability to many applications. Indeed, residual troughs resulting from abrasion tend to impact the visual aspect of glasses, which, in turn, deteriorates their transparency. More importantly, the presence of surface damage greatly decreases glass's strength, thereby raising safety issues. To address these concerns, this research aims to reveal the physics of glass scratching in calcium aluminosilicate glasses, an archetypical model for alkali-free glasses used in display applications. This effort seeks to provide a science-based foundation to develop new glasses with tailored responses to scratching. This will contribute towards the advancement of national health, prosperity, and welfare, by allowing glasses to be designed and used for a broader range of applications with desired failure mechanisms, for example allowing screens on handheld computing devices to be more resistant to shattering. By integrating multiple disciplines, including physics, material science, and mechanics, 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. Additionally, the award will support several educational and outreach activities at both institutions, e.g., undergraduate research, female and minority student participation, and high school STEM events.

Scratching remains one of the main types of surface damage and can greatly reduce the durability of a glass. Indeed, the radial and median cracks that often develop as a result of a scratching flaw act as stress amplifiers or singularities on the surface of glasses and, thereby, have a direct influence on glass's structural integrity by decreasing its mechanical strength. Yet, the mechanics of glass scratching has remained chiefly empirical thus far. To address this gap of knowledge, an integrated, multiscale approach relying on both computational and experimental tasks is planned to reveal the physics of scratching in alkali-free calcium aluminosilicate glasses. To this end, we adopt a multiscale, bottom-up approach wherein molecular dynamics simulations, structure characterization tests, and nanoscale mechanical experiments are used to inform continuum peridynamic models with the aim to deconstruct the contribution of each energy dissipation mechanism during scratching. The predictions from peridynamic models will be systematically validated by scratch testing. The handshake between multiple scales will provide some new fundamental knowledge serving as a guide to elucidate how the composition and atomic structure of a glass control the nature and extent of each energy dissipation mechanism that acts upon scratching.

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.

PUBLICATIONS PRODUCED AS A RESULT OF THIS RESEARCH

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(Showing: 1 - 10 of 24)
Bauchy, Mathieu "Deciphering the atomic genome of glasses by topological constraint theory and molecular dynamics: A review" Computational Materials Science , v.159 , 2019 10.1016/j.commatsci.2018.12.004 Citation Details
Bødker, Mikkel L. and Bauchy, Mathieu and Du, Tao and Mauro, John C. and Smedskjaer, Morten M. "Predicting glass structure by physics-informed machine learning" npj Computational Materials , v.8 , 2022 https://doi.org/10.1038/s41524-022-00882-9 Citation Details
Cao, Yuzhe and Kazembeyki, Maryam and Tang, Longwen and Krishnan, N. M. Anoop and Smedskjaer, Morten M. and Hoover, Christian G. and Bauchy, Mathieu "Modeling the nanoindentation response of silicate glasses by peridynamic simulations" Journal of the American Ceramic Society , v.104 , 2021 https://doi.org/10.1111/jace.17720 Citation Details
Chbeir, Ralph and Bauchy, Mathieu and Micoulaut, Matthieu and Boolchand, Punit "Evidence for a Correlation of Melt Fragility Index With Topological Phases of Multicomponent Glasses" Frontiers in Materials , v.6 , 2019 10.3389/fmats.2019.00173 Citation Details
Fan, Wei and Du, Tao and Droce, Aida and Jensen, Lars R. and Youngman, Randall E. and Ren, Xiangting and Gurevich, Leonid and Bauchy, Mathieu and Kristensen, Peter and Xing, Bengang and Yu, Donghong and Smedskjaer, Morten M. "Resolving the Conflict between Strength and Toughness in Bioactive SilicaPolymer Hybrid Materials" ACS Nano , v.16 , 2022 https://doi.org/10.1021/acsnano.2c03440 Citation Details
, Jared Rivera and , Yuzhe Cao and , Longwen Tang and , Mathieu Bauchy "Validating bond-based peridynamic model using displacement potential approach" Proceedings of the Institution of Mechanical Engineers Part C Journal of mechanical engineering science , 2022 Citation Details
Kapoor, Saurabh and Youngman, Randall E. and Ma, Lina and Lönnroth, Nadja and Rzoska, Sylwester J. and Bockowski, Michal and Jensen, Lars R. and Bauchy, Mathieu and Smedskjaer, Morten M. "Permanent Densification of Calcium Aluminophosphate Glasses" Frontiers in Materials , v.6 , 2019 10.3389/fmats.2019.00063 Citation Details
Kazembeyki, Maryam and Bauchy, Mathieu and Hoover, Christian G. "New insights into the indentation size effect in silicate glasses" Journal of Non-Crystalline Solids , v.521 , 2019 10.1016/j.jnoncrysol.2019.119494 Citation Details
Kazembeyki, Maryam and Yang, Kai and Mauro, John C. and Smedskjaer, Morten M. and Bauchy, Mathieu and Hoover, Christian G. "Decoupling of indentation modulus and hardness in silicate glasses: Evidence of a shear- to densification-dominated transition" Journal of Non-Crystalline Solids , v.553 , 2021 https://doi.org/10.1016/j.jnoncrysol.2020.120518 Citation Details
Kirchner, Katelyn A. and Cassar, Daniel R. and Zanotto, Edgar D. and Ono, Madoka and Kim, Seong H. and Doss, Karan and Bødker, Mikkel L. and Smedskjaer, Morten M. and Kohara, Shinji and Tang, Longwen and Bauchy, Mathieu and Wilkinson, Collin J. and Yang, "Beyond the Average: Spatial and Temporal Fluctuations in Oxide Glass-Forming Systems" Chemical Reviews , 2022 https://doi.org/10.1021/acs.chemrev.1c00974 Citation Details
Liu, Han and Fu, Zipeng and Yang, Kai and Xu, Xinyi and Bauchy, Mathieu "Machine learning for glass science and engineering: A review" Journal of Non-Crystalline Solids , v.557 , 2021 https://doi.org/10.1016/j.jnoncrysol.2019.04.039 Citation Details
(Showing: 1 - 10 of 24)

PROJECT OUTCOMES REPORT

Disclaimer

This Project Outcomes Report for the General Public is displayed verbatim as submitted by the Principal Investigator (PI) for this award. Any opinions, findings, and conclusions or recommendations expressed in this Report are those of the PI and do not necessarily reflect the views of the National Science Foundation; NSF has not approved or endorsed its content.

From glass windows to eyeglasses to lenses in telescopes, new developments in glass science have been key enablers for modern civilization throughout history. This societal impact has not diminished as humans physically interact with inorganic glass surfaces now more than ever—for instance, the use of glasses for LCD/OLED panels and damage-resistant protective covers has transformed the way in which humans interact with modern computing devices. However, the risk of scratch-induced damage in glasses remains a key concern, which seriously limits glass’s suitability for many applications. Scratch-induced damage can occur at various stages of a glass’s lifecycle, e.g., sheet production, packaging, transport, and service life. For all these reasons, the development of novel glasses exhibiting improved resistance to scratch-induced damage would be key to extending the range of applications of this material. To address this concern, this project interrogated the physics governing the indentation and scratching of glasses by exploring the nature and origin of the energy dissipation mechanisms that are at play within a glass subjected to load—to provide a science-based foundation to develop new glasses with improved resistance to scratching.

As a first key outcome, we developed a new modeling method to reveal the atomic structure of glasses. By “inverting” experimental data obtained by diffraction into three-dimensional glass structures, this approach offers for the first time an accurate description of the disordered atomic structure of silicate glasses. This is significant since conventional experiments can only offer some indirect “signatures” (or “fingerprints”) of the atomic structure of glasses (e.g., average bond length, average coordination number, etc.). These new structural insights are key to decoding how the atomic structure of glasses governs their mechanical properties.

Second, our continuum-level simulations established peridynamics as a promising method to accurately simulate the mechanical response of oxide glasses upon indentation and scratching. Peridynamics simulations revealed some details (e.g., stress field, activated elastic volume size, individual contribution of elastic and inelastic deformation, etc.) that are otherwise challenging to access experimentally. This knowledge allowed us to decipher the underlying physics governing the response of glasses to indentation and scratching.

Finally, by conducting a detailed forensic investigation of the atomic-scale mechanisms governing the behavior of glasses subjected to indentation and scratching, we isolated and quantified the various energy dissipation mechanisms acting in the glass when subjected to loads (e.g., shear flow, permanent densification, and cracking). Importantly, we explored how these mechanisms are impacted by the geometry and stiffness of the indenter tip. Isolating the various mechanisms at play during scratching allowed us to investigate their distinct structural mechanisms and origins.

All these insights allowed us to discover new glasses with enhanced mechanical behaviors in a rational fashion—by “nanoengineering” their atomic structure. Such glasses could expand the range of applications of glass, which is often limited by its susceptibility to damage. For instance, such glasses can improve the efficiency of energy conversion in photovoltaic solar panels and help enable the next generation of strong, lightweight, and energy-efficient architecture. In a world where humans now primarily interact with electronic devices through a piece of glass, the discovery of damage-resistant glasses could revolutionize the glass industry.

This project trained two Ph.D. students (including one female student), four master students (including two female students), and four undergraduate students (including three female students). Students received several major awards and had the opportunity to present the outcomes of their research at international conferences. All the students were regularly interacting with research scientists from industry partners. This contributed to exposing them to an industrial research and development environment, which is key for the development of the future workforce that the U.S. industry needs. Several new classes, short-courses, and online video tutorials were developed within the scope of this award. Finally, through a series of events and courses, this award has supported the 2022 International Year of Glass declared by the United Nations General Assembly to celebrate the heritage and importance of this material in our lives.


Last Modified: 12/25/2022
Modified by: Mathieu Bauchy

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