Award Abstract # 1825308
Scalable Nanomanufacturing of Optical Metasurfaces by Hierarchical Printing and Predictive Modeling

NSF Org: CMMI
Division of Civil, Mechanical, and Manufacturing Innovation
Recipient: UNIVERSITY OF WASHINGTON
Initial Amendment Date: September 4, 2018
Latest Amendment Date: September 4, 2018
Award Number: 1825308
Award Instrument: Standard Grant
Program Manager: Andrew Wells
CMMI
 Division of Civil, Mechanical, and Manufacturing Innovation
ENG
 Directorate for Engineering
Start Date: September 15, 2018
End Date: August 31, 2022 (Estimated)
Total Intended Award Amount: $449,797.00
Total Awarded Amount to Date: $449,797.00
Funds Obligated to Date: FY 2018 = $449,797.00
History of Investigator:
  • John MacKenzie (Principal Investigator)
    jdmacken@uw.edu
  • Arka Majumdar (Co-Principal Investigator)
Recipient Sponsored Research Office: University of Washington
4333 BROOKLYN AVE NE
SEATTLE
WA  US  98195-1016
(206)543-4043
Sponsor Congressional District: 07
Primary Place of Performance: University of Washington
4333 Brooklyn Avenue NE
Seattle
WA  US  98195-0001
Primary Place of Performance
Congressional District:
07
Unique Entity Identifier (UEI): HD1WMN6945W6
Parent UEI:
NSF Program(s): Special Initiatives
Primary Program Source: 01001819DB NSF RESEARCH & RELATED ACTIVIT
Program Reference Code(s): 081E, 083E, 084E
Program Element Code(s): 164200
Award Agency Code: 4900
Fund Agency Code: 4900
Assistance Listing Number(s): 47.041

ABSTRACT

Optical metasurfaces are designed to steer and control light and images instantaneously. They enable applications ranging from thinner, lighter smartphones to ultrafast image processing for self-driving cars and industrial robots. Processes used today to make optical metasurfaces are slow and costly, preventing their wide scale use in products. This grant investigates a new process to manufacture optical metasurfaces. The process, called scalable nanomanufacturing by hierarchical printing, involves rapidly rolling special stamps onto transparent sheets to produce nanotextured surfaces at large scale, thus minimizing manufacturing waste and cost. High speed digital inkjet printing with special inks is then used to modify these metasurfaces to manipulate light, turning the sheets into surfaces that can perform different functions. For this to become a reality, research on coatings with special properties that allow them to be rapidly nanotextured is performed. This project also studies interactions between printing ink and nanotextured surfaces, a critical element of the approach. The availability of highly functional metasurface photonic elements for applications such as planar cameras, medical diagnostics and optical computing greatly impacts the nation's prosperity, health and security. This grant engages underrepresented youth in science and engineering through the outreach work of full-time graduate students working on this project. The combination of technology-driven manufacturing and education in this work makes economic and societal impact by expanding a high productivity, technology-driven US manufacturing base and workforce.

Scalable nanomanufacturing of 2D optical metasurfaces by a hierarchical printing process could lead to new classes of low cost, ultrathin, photonics for applications in energy, information processing, and communication as well as provide insights into nanoscale fluid and surface phenomena which can expand the further adoption of hierarchical nanomanufacuring. This project's scope is broken down into four areas. The first thrust is to develop a predictive computational model for the wetting of femtoliter printed droplets on nanoimprinted surfaces. Secondly, the results from the predictive model are used to guide experimental studies and manufacturing research towards scalably fabricating digitally-modified 2D periodic nanostructure surfaces in an inexpensive process that uses high-resolution inkjet printing. This hierarchical printing imparts digitally-customizable photonic functions to the metasurfaces by depositing localized phase shift modifiers at low-cost. The third and fourth thrusts provide initial designs for the optical meta-elements, characterize the properties of these hierarchically printed structures and provide feedback to guide further study and development of the nanomanufacturing process.

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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Bayati, Elyas and Pestourie, Raphaël and Colburn, Shane and Lin, Zin and Johnson, Steven G. and Majumdar, Arka "Inverse designed extended depth of focus meta-optics for broadband imaging in the visible" Nanophotonics , v.11 , 2022 https://doi.org/10.1515/nanoph-2021-0431 Citation Details
Brunner, Holly J. C. and Whitehead, James and Gibson, Ricky and Hendrickson, Joshua R. and Majumdar, Arka and MacKenzie, J. Devin "Fully Additive Electrohydrodynamic InkjetPrinted TiO 2 MidInfrared MetaOptics" Advanced Materials Interfaces , v.9 , 2022 https://doi.org/10.1002/admi.202200149 Citation Details
Colburn, Shane and Majumdar, Arka "Inverse design and flexible parameterization of meta-optics using algorithmic differentiation" Communications Physics , v.4 , 2021 https://doi.org/10.1038/s42005-021-00568-6 Citation Details
Elyas Bayati, Raphael Pestourie "Inverse designed metalenses with extended depth of focus" ACS photonics , v.7 , 2020 Citation Details
Tseng, Ethan and Colburn, Shane and Whitehead, James and Huang, Luocheng and Baek, Seung-Hwan and Majumdar, Arka and Heide, Felix "Neural nano-optics for high-quality thin lens imaging" Nature Communications , v.12 , 2021 https://doi.org/10.1038/s41467-021-26443-0 Citation Details
Zhan, Alan and Gibson, Ricky and Whitehead, James and Smith, Evan and Hendrickson, Joshua R. and Majumdar, Arka "Controlling three-dimensional optical fields via inverse Mie scattering" Science Advances , v.5 , 2019 10.1126/sciadv.aax4769 Citation Details
Zhelyeznyakov, Maksym V. and Brunton, Steve and Majumdar, Arka "Deep Learning to Accelerate Scatterer-to-Field Mapping for Inverse Design of Dielectric Metasurfaces" ACS Photonics , v.8 , 2021 https://doi.org/10.1021/acsphotonics.0c01468 Citation Details
Zhelyeznyakov, Maksym V. and Zhan, Alan and Majumdar, Arka "Design and optimization of ellipsoid scatterer-based metasurfaces via the inverse T-matrix method" OSA Continuum , v.3 , 2020 10.1364/OSAC.376537 Citation Details

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.

Our project, Scalable Nanomanufacturing of Optical Metasurfaces by Hierarchical Printing and Predictive Modeling, has advanced the science and engineering of nanomanufacturing demonstrating that optical metasurfaces, which are ultrathin structures that can bend, focus, and process light, can be created using advanced fully-additive 3D printing techniques enabled by synthesis of novel precursor inks, printing substrate surface control and advanced metasurface designs.  Specifically, we were able to demonstrate operational NIR lens 3D printed using an electrohydrodynamic inkjet printer from novel alkoxide precursor inks that react to form high index titanium dioxide ceramic scatterers on surface-modified substrates developed in PI Devin MacKenzie's group using refractive metasurface designs using inverse-design methodologies developed by co-PI Arka Majumdar's group at UW (Figure 1).  With further development, the project team has been able to reproducibly print nanoscale features 600nm in diameter towards the demonstrated of near infrared and visible range printed metasurfaces and photonic structures with applications in more compact, lightweight and thin consumer electronics, more efficient solar panels and improved 3D imaging, for example.  We also significantly advanced our understanding of the interactions between the physical properties of the ink materials and the printing process itself.  This has allowed us to print even smaller features and also has allowed us to create printing inks that are much more stable which makes future research and manufacturing much more feasible.

More broadly, the team has developed a new combination of materials, printing technology and design that can be used in further development and eventual commercial manufacturing of this new nanomanufacturing technology and application space, thereby advancing a knowledgebase available to future industry, academic and government researchers and product developers.  The broader community can work with and further develop this technology hands-on in our open-access advanced manufacturing user facility, UW's Washington Clean Energy Testbeds.  The advancements in printing technology, ink formulations chemistry and design are also being disseminated in numerous journal publications, presentations, and tutorials.  This project has also trained several graduate students through their Ph.D. and masters programs.  James Whitehead has received his Ph.D. in Electrical Engineering and is currently working at Micron Technologies, Inc.  and Holly Brunner will be finishing her Ph.D. dissertation in Materials Science and Engineering in the coming months. Maksym Zhelyeznyakov, a graduate researcher in electrical engineering who has been trained through this program has done two internships in Intel and Meta and is currently participating in a study abroad program in Pohang University of Science and Technology in South Korea.  Knowledge transfer to incoming graduate students who will further develop the concepts and capabilities we have developed here has also been enabled through this program.  In addition, we have also had several undergraduate researchers who, along with the graduate researchers that have been trained and educated under this project, will be entering research and the industrial workforce with the benefit of the cutting-edge research and training enabled by this program.  Lastly, the work within this project has spawned numerous collaborations including seeding a new project combining the printed photonics developed here with quantum dot emitters to create a new pathway for additive, 3D printed, integrated quantum optical computing components and laser cooling materials for future high power optics.

The inverse design techniques developed under the scalable nano-manufacturing also enabled creating several ultra-compact imaging systems, most notably, a lens that of size of salt-grain (Figure 2). By co-optimizing the meta-optics and a computational backend, we captured images which are of much higher quality than previously reported meta-optical imaging.

 

 

 


Last Modified: 11/22/2022
Modified by: John Devin Mackenzie

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