Welcome! I am a fourth-year Ph.D. student in the Ubiquitous Computing Lab at the University of Washington, advised by Vikram Iyer and Shwetak Patel.
My research right now focuses on two broad themes:
- Health Sensing: Wearables and mobile phones generate a huge number of signals that have been shown to correlate with different outcomes. Unfortunately, real-world data is incredibly messy, so we need more robust techniques that can provide practical levels of accuracy in spite of noisy and missing data. I tackle this at many different scales, from directly investigating PPG in animal models to developing agentic AI systems capable of drawing personalized insights across multiple modalities simultaneously.
- Conversational AI: Enabling low-latency, accurate, efficient, and natural-feeling interaction with conversational agents often requires making sacrifices in one or more of these aforementioned areas. I investigate how we can overcome these tradeoffs through clever system design, with a particular focus on maximizing the potential of on-device models.
Although they aren't my main focus right now, I've also done quite a bit of work developing low-power and/or battery-free embedded systems and robots, as well as strategies to improve the sustainability in the electronics industry.
If anything I'm working on seems interesting to you, please get in touch!
News
Publication List
2026
Sustainability assessment using multimodal AI agents
Zhihan Zhang, Alexander Metzger, Yuxuan Mei, Felix Hähnlein, Zachary Englhardt, Tingyu Cheng, Gregory D. Abowd, Shwetak Patel, Adriana Schulz, Vikram Iyer
Nature Electronics, Volume 9, 2026
PDF
Page
Code
Sustainability assessment using multimodal AI agents
@article{zhang2026sustainability,
title={Sustainability assessment using multimodal AI agents},
author={Zhang, Zhihan and Metzger, Alexander and Mei, Yuxuan and H{\"a}hnlein, Felix and Englhardt, Zachary and Cheng, Tingyu and Abowd, Gregory D. and Patel, Shwetak and Schulz, Adriana and Iyer, Vikram},
journal={Nature Electronics},
volume={9},
number={7},
pages={825--837},
year={2026},
doi={10.1038/s41928-026-01653-w}}
Sustainability assessment using multimodal AI agents
Zhihan Zhang, Alexander Metzger, Yuxuan Mei, Felix Hähnlein, Zachary Englhardt, Tingyu Cheng, Gregory D. Abowd, Shwetak Patel, Adriana Schulz, and Vikram Iyer. 2026. Sustainability assessment using multimodal AI agents. Nature Electronics 9, 7: 825–837. https://doi.org/10.1038/s41928-026-01653-w
Multi-site PPG: An In-the-Wild Physiological Dataset from Emerging Multi-site Wearables
Jiayi Shao, Jiaying Ye, Shengyao Liu, Zachary Englhardt, Girish Narayanswamy, Vikram Iyer, Qiuyue (Shirley) Xue
arXiv preprint arXiv:2605.17859, 2026
PDF
Multi-site PPG: An In-the-Wild Physiological Dataset from Emerging Multi-site Wearables
@misc{shao2026multisite,
author = {Shao, Jiayi and Ye, Jiaying and Liu, Shengyao and Englhardt, Zachary and Narayanswamy, Girish and Iyer, Vikram and Xue, Qiuyue Shirley},
title = {Multi-site PPG: An In-the-Wild Physiological Dataset from Emerging Multi-site Wearables},
year = {2026},
eprint = {2605.17859},
archivePrefix = {arXiv},
primaryClass = {cs.HC},
doi = {10.48550/arXiv.2605.17859},
}
Multi-site PPG: An In-the-Wild Physiological Dataset from Emerging Multi-site Wearables
Jiayi Shao, Jiaying Ye, Shengyao Liu, Zachary Englhardt, Girish Narayanswamy, Vikram Iyer, and Qiuyue Shirley Xue. 2026. Multi-site PPG: An In-the-Wild Physiological Dataset from Emerging Multi-site Wearables. arXiv:2605.17859. https://doi.org/10.48550/arXiv.2605.17859
2025
Thinking While Speaking: Inference-Time Knowledge Transfer for Responsive and Intelligent Conversational Voice Agents
Vidya Srinivas, Zachary Englhardt, Vikram Iyer, Shwetak Patel
arXiv preprint arXiv:2511.07397, 2025
PDF
Code
Thinking While Speaking: Inference-Time Knowledge Transfer for Responsive and Intelligent Conversational Voice Agents
@misc{srinivas2025thinking,
author = {Srinivas, Vidya and Englhardt, Zachary and Iyer, Vikram and Patel, Shwetak},
title = {Thinking While Speaking: Inference-Time Knowledge Transfer for Responsive and Intelligent Conversational Voice Agents},
year = {2025},
eprint = {2511.07397},
archivePrefix = {arXiv},
primaryClass = {cs.CL},
doi = {10.48550/arXiv.2511.07397},
}
Thinking While Speaking: Inference-Time Knowledge Transfer for Responsive and Intelligent Conversational Voice Agents
Vidya Srinivas, Zachary Englhardt, Vikram Iyer, and Shwetak Patel. 2025. Thinking While Speaking: Inference-Time Knowledge Transfer for Responsive and Intelligent Conversational Voice Agents. arXiv:2511.07397. https://doi.org/10.48550/arXiv.2511.07397
SnappyMeal: Design and Longitudinal Evaluation of a Multimodal AI Food Logging Application
Liam Bakar, Zachary Englhardt, Vidya Srinivas, Girish Narayanswamy, Dilini Nissanka, Shwetak Patel, Vikram Iyer
arXiv preprint arXiv:2511.03907, 2025
PDF
SnappyMeal: Design and Longitudinal Evaluation of a Multimodal AI Food Logging Application
@misc{bakar2025snappymeal,
author = {Bakar, Liam and Englhardt, Zachary and Srinivas, Vidya and Narayanswamy, Girish and Nissanka, Dilini and Patel, Shwetak and Iyer, Vikram},
title = {SnappyMeal: Design and Longitudinal Evaluation of a Multimodal AI Food Logging Application},
year = {2025},
eprint = {2511.03907},
archivePrefix = {arXiv},
primaryClass = {cs.HC},
doi = {10.48550/arXiv.2511.03907},
}
SnappyMeal: Design and Longitudinal Evaluation of a Multimodal AI Food Logging Application
Liam Bakar, Zachary Englhardt, Vidya Srinivas, Girish Narayanswamy, Dilini Nissanka, Shwetak Patel, and Vikram Iyer. 2025. SnappyMeal: Design and Longitudinal Evaluation of a Multimodal AI Food Logging Application. arXiv:2511.03907. https://doi.org/10.48550/arXiv.2511.03907
Set Phasers to Stun: Beaming Power and Control to Mobile Robots with Laser Light
Charles J. Carver, Hadleigh Schwartz, Toma Itagaki, Zachary Englhardt, Kechen Liu, Megan G. N. Manik, Chun-Cheng Chang, Vikram Iyer, Brian Plancher, Xia Zhou
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 2025
PDF
Page
Set Phasers to Stun: Beaming Power and Control to Mobile Robots with Laser Light
@inproceedings{carver2025phaser,
title={Set Phasers to Stun: Beaming Power and Control to Mobile Robots with Laser Light},
author={Carver, Charles J. and Schwartz, Hadleigh and Itagaki, Toma and Englhardt, Zachary and Liu, Kechen and Manik, Megan Graciela Nauli and Chang, Chun-Cheng and Iyer, Vikram and Plancher, Brian and Zhou, Xia},
booktitle={2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS)},
pages={1349--1356},
year={2025},
doi={10.1109/IROS60139.2025.11247512}}
Set Phasers to Stun: Beaming Power and Control to Mobile Robots with Laser Light
Charles J. Carver, Hadleigh Schwartz, Toma Itagaki, Zachary Englhardt, Kechen Liu, Megan Graciela Nauli Manik, Chun-Cheng Chang, Vikram Iyer, Brian Plancher, and Xia Zhou. 2025. Set Phasers to Stun: Beaming Power and Control to Mobile Robots with Laser Light. In 2025 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS), 1349–1356. https://doi.org/10.1109/IROS60139.2025.11247512
Living Sustainability: In-Context Interactive Environmental Impact Communication
Zhihan Zhang, Puvarin Thavikulwat, Alexander Metzger, Yuxuan Mei, Felix Hähnlein, Zachary Englhardt, Gregory D. Abowd, Shwetak Patel, Adriana Schulz, Tingyu Cheng, Vikram Iyer
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2025
PDF
Code
Living Sustainability: In-Context Interactive Environmental Impact Communication
@article{zhang2025living,
title={Living Sustainability: In-Context Interactive Environmental Impact Communication},
author={Zhang, Zhihan and Thavikulwat, Puvarin and Metzger, Alexander and Mei, Yuxuan and H{\"a}hnlein, Felix and Englhardt, Zachary and Abowd, Gregory D. and Patel, Shwetak and Schulz, Adriana and Cheng, Tingyu and Iyer, Vikram},
journal={Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies},
volume={9},
number={3},
pages={1--42},
year={2025},
publisher={ACM New York, NY, USA},
doi={10.1145/3749488}}
Living Sustainability: In-Context Interactive Environmental Impact Communication
Zhihan Zhang, Puvarin Thavikulwat, Alexander Metzger, Yuxuan Mei, Felix Hähnlein, Zachary Englhardt, Gregory D. Abowd, Shwetak Patel, Adriana Schulz, Tingyu Cheng, and Vikram Iyer. 2025. Living Sustainability: In-Context Interactive Environmental Impact Communication. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 9, 3: 1–42. https://doi.org/10.1145/3749488
Incorporating Sustainability in Electronics Design: Obstacles and Opportunities
Zachary Englhardt, Felix Hähnlein, Yuxuan Mei, Tong Lin, Connor Masahiro Sun, Zhihan Zhang, Shwetak Patel, Adriana Schulz, Vikram Iyer
CHI Conference on Human Factors in Computing Systems (CHI) 2025
PDF
Video
Incorporating Sustainability in Electronics Design: Obstacles and Opportunities
@inproceedings{10.1145/3706598.3713299,
author = {Englhardt, Zachary and H\"{a}hnlein, Felix and Mei, Yuxuan and Lin, Tong and Sun, Connor Masahiro and Zhang, Zhihan and Patel, Shwetak and Schulz, Adriana and Iyer, Vikram},
title = {Incorporating Sustainability in Electronics Design: Obstacles and Opportunities},
year = {2025},
isbn = {9798400713941},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3706598.3713299},
doi = {10.1145/3706598.3713299},
abstract = {Life cycle assessment (LCA) is a methodology for holistically measuring the environmental impact of a product from initial manufacturing to end-of-life disposal. However, the extent to which LCA informs the design of computing devices remains unclear. To understand how this information is collected and applied, we interviewed 17 industry professionals with experience in LCA or electronics design, systematically coded the interviews, and investigated common themes. These themes highlight the challenge of LCA data collection and reveal distributed decision-making processes where responsibility for sustainable design choices—and their associated costs—is often ambiguous. Our analysis identifies opportunities for HCI technologies to support LCA computation and its integration into the design process to facilitate sustainability-oriented decision-making. While this work provides a nuanced discussion about sustainable design in the information and communication technologies (ICT) hardware industry, we hope our insights will also be valuable to other sectors.},
booktitle = {Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems},
articleno = {1013},
numpages = {17},
keywords = {Environmental Impact, Life Cycle Assessment (LCA), Sustainability},
location = {
},
series = {CHI '25}
}
Incorporating Sustainability in Electronics Design: Obstacles and Opportunities
Zachary Englhardt, Felix Hähnlein, Yuxuan Mei, Tong Lin, Connor Masahiro Sun, Zhihan Zhang, Shwetak Patel, Adriana Schulz, and Vikram Iyer. 2025. Incorporating Sustainability in Electronics Design: Obstacles and Opportunities. In Proceedings of the 2025 CHI Conference on Human Factors in Computing Systems (CHI '25). Association for Computing Machinery, New York, NY, USA, Article 1013, 1–17. https://doi.org/10.1145/3706598.3713299
2024
Computational Design of Dense Servers for Immersion Cooling
Milin Kodnongbua, Zachary Englhardt, Ricardo Bianchini, Rodrigo Fonseca, Alvin Lebeck, Daniel S. Berger, Vikram Iyer, Fiodar Kazhamiaka, Adriana Schulz
ACM Transactions on Graphics (TOG), Volume 43, Issue 6 (SIGGRAPH ASIA)
PDF
Computational Design of Dense Servers for Immersion Cooling
@article{10.1145/3687965,
author = {Kodnongbua, Milin and Englhardt, Zachary and Bianchini, Ricardo and Fonseca, Rodrigo and Lebeck, Alvin and Berger, Daniel S. and Iyer, Vikram and Kazhamiaka, Fiodar and Schulz, Adriana},
title = {Dense Server Design for Immersion Cooling},
year = {2024},
issue_date = {December 2024},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
volume = {43},
number = {6},
issn = {0730-0301},
url = {https://doi.org/10.1145/3687965},
doi = {10.1145/3687965},
abstract = {The growing demands for computational power in cloud computing have led to a significant increase in the deployment of high-performance servers. The growing power consumption of servers and the heat they produce is on track to outpace the capacity of conventional air cooling systems, necessitating more efficient cooling solutions such as liquid immersion cooling. The superior heat exchange capabilities of immersion cooling both eliminates the need for bulky heat sinks, fans, and air flow channels while also unlocking the potential go beyond conventional 2D blade servers to three-dimensional designs. In this work, we present a computational framework to explore designs of servers in three-dimensional space, specifically targeting the maximization of server density within immersion cooling tanks. Our tool is designed to handle a variety of physical and electrical server design constraints. We demonstrate our optimized designs can reduce server volume by 25--52\% compared to traditional flat server designs. This increased density reduces land usage as well as the amount of liquid used for immersion, with significant reduction in the carbon emissions embodied in datacenter buildings. We further create physical prototypes to simulate dense server designs and perform real-world experiments in an immersion cooling tank demonstrating they operate at safe temperatures. This approach marks a critical step forward in sustainable and efficient datacenter management.},
journal = {ACM Trans. Graph.},
month = nov,
articleno = {210},
numpages = {20},
keywords = {server design, fabrication-oriented design, immersion cooling, sustainable design}}
Computational Design of Dense Servers for Immersion Cooling
Milin Kodnongbua, Zachary Englhardt, Ricardo Bianchini, Rodrigo Fonseca, Alvin Lebeck, Daniel S. Berger, Vikram Iyer, Fiodar Kazhamiaka, and Adriana Schulz. 2024. Dense Server Design for Immersion Cooling. ACM Trans. Graph. 43, 6, Article 210 (December 2024), 20 pages. https://doi.org/10.1145/3687965
Demonstration of Laser Power Delivery for Mobile Microrobots
Charles J. Carver, Toma Itagaki, Kechen Liu, Megan G. N. Manik, Zachary Englhardt, Vikram Iyer, Xia Zhou
Proceedings of the 10th Workshop on Micro Aerial Vehicle Networks, Systems, and Applications (DroNet), 2024
PDF
Demonstration of Laser Power Delivery for Mobile Microrobots
@inproceedings{10.1145/3661810.3663466,
author = {Carver, Charles J. and Itagaki, Toma and Liu, Kechen and Manik, Megan G. N. and Englhardt, Zachary and Iyer, Vikram and Zhou, Xia},
title = {Demonstration of Laser Power Delivery for Mobile Microrobots},
year = {2024},
isbn = {9798400706561},
publisher = {Association for Computing Machinery},
address = {New York, NY, USA},
url = {https://doi.org/10.1145/3661810.3663466},
doi = {10.1145/3661810.3663466},
abstract = {Advances in autonomous robotic networks have allowed for many applications in communication, exploration, and monitoring. However, a major limitation in developing truly autonomous systems with robots is its operation time, often bottlenecked by the mismatch between battery capacity and power demands for motion. This challenge is especially challenging for miniature or microrobots given the limited payload they can shoulder. To combat these shortcomings, we demonstrate an integrated laser power delivery system that tracks and steers ground robots that will be capable of delivering a sufficient amount of power that could support motion, communication, and sensing. Our results independently demonstrate sufficient power delivery from the optical circuit and promising tracking error with our event camera tracking pipeline. However, the integrated system reveals future challenges in realizing a fully integrated power delivery system.},
booktitle = {Proceedings of the 10th Workshop on Micro Aerial Vehicle Networks, Systems, and Applications},
pages = {19–24},
numpages = {6},
location = {, Minato-ku , Tokyo , Japan , },
series = {DroNet '24}
}
Demonstration of Laser Power Delivery for Mobile Microrobots
Charles J. Carver, Toma Itagaki, Kechen Liu, Megan G. N. Manik, Zachary Englhardt, Vikram Iyer, and Xia Zhou. 2024. Demonstration of Laser Power Delivery for Mobile Microrobots. In Proceedings of the 10th Workshop on Micro Aerial Vehicle Networks, Systems, and Applications (DroNet '24). Association for Computing Machinery, New York, NY, USA, 19–24. https://doi.org/10.1145/3661810.3663466
From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models
Zachary Englhardt*, Jack (Chengqian) Ma*, Margaret E Morris, Chun-Cheng Chang, Xuhai "Orson" Xu, Lianhui Qin, Daniel McDuff, Xin Liu, Shwetak Patel, Vikram Iyer
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2024
PDF
Code
From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models
@article{englhardt2024classification,
title={From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models},
author={Englhardt, Zachary and Ma, Chengqian and Morris, Margaret E and Chang, Chun-Cheng and Xu, Xuhai" Orson" and Qin, Lianhui and McDuff, Daniel and Liu, Xin and Patel, Shwetak and Iyer, Vikram},
journal={Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies},
volume={8},
number={2},
pages={1--25},
year={2024},
publisher={ACM New York, NY, USA}}
From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models
Zachary Englhardt, Chengqian Ma, Margaret E. Morris, Chun-Cheng Chang, Xuhai “Orson” Xu, Lianhui Qin, Daniel McDuff, Xin Liu, Shwetak Patel, and Vikram Iyer. 2024. From Classification to Clinical Insights: Towards Analyzing and Reasoning About Mobile and Behavioral Health Data With Large Language Models. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 8, 2: 56:1-56:25. https://doi.org/10.1145/3659604
Exploring and Characterizing Large Language Models for Embedded System Development and Debugging
Zachary Englhardt, Richard Li, Dilini Nissanka, Zhihan Zhang, Girish Narayanswamy, Joseph Breda, Xin Liu, Shwetak Patel, Vikram Iyer
Extended Abstracts of the CHI Conference on Human Factors in Computing Systems (CHI LBW), 2024
PDF
Video
Code
Exploring and Characterizing Large Language Models for Embedded System Development and Debugging
@inproceedings{englhardt2024exploring,
title={Exploring and characterizing large language models for embedded system development and debugging},
author={Englhardt, Zachary and Li, Richard and Nissanka, Dilini and Zhang, Zhihan and Narayanswamy, Girish and Breda, Joseph and Liu, Xin and Patel, Shwetak and Iyer, Vikram},
booktitle={Extended Abstracts of the CHI Conference on Human Factors in Computing Systems},
pages={1--9},
year={2024}}
Exploring and Characterizing Large Language Models for Embedded System Development and Debugging
Zachary Englhardt, Richard Li, Dilini Nissanka, Zhihan Zhang, Girish Narayanswamy, Joseph Breda, Xin Liu, Shwetak Patel, and Vikram Iyer. 2024. Exploring and characterizing large language models for embedded system development and debugging. In Extended Abstracts of the CHI Conference on Human Factors in Computing Systems, 1–9.
DeltaLCA: Comparative Life-Cycle Assessment for Electronics Design
Zhihan Zhang*, Felix Hähnlein*, Yuxuan Mei*, Zachary Englhardt, Shwetak Patel, Adriana Schulz, Vikram Iyer
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2024
PDF
DeltaLCA: Comparative Life-Cycle Assessment for Electronics Design
@article{zhang2024deltalca,
title={DeltaLCA: Comparative Life-Cycle Assessment for Electronics Design},
author={Zhang, Zhihan and H{\"a}hnlein, Felix and Mei, Yuxuan and Englhardt, Zachary and Patel, Shwetak and Schulz, Adriana and Iyer, Vikram},
journal={Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies},
volume={8},
number={1},
pages={1--29},
year={2024},
publisher={ACM New York, NY, USA}}
DeltaLCA: Comparative Life-Cycle Assessment for Electronics Design
Zhihan Zhang, Felix Hähnlein, Yuxuan Mei, Zachary Englhardt, Shwetak Patel, Adriana Schulz, and Vikram Iyer. 2024. DeltaLCA: Comparative Life-Cycle Assessment for Electronics Design. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 8, 1: 1–29. https://doi.org/10.1145/3643561
2023
MilliMobile: An Autonomous Battery-free Wireless Microrobot
Kyle Johnson*, Zachary Englhardt*, Vicente Arroyos*, Dennis Yin, Shwetak Patel, Vikram Iyer
Proceedings of the 29th Annual International Conference on Mobile Computing and Networking (MobiCom), 2023
PDF
Video
Page
MilliMobile: An Autonomous Battery-free Wireless Microrobot
@inproceedings{johnson_millimobile_2023,
address = {Madrid Spain},
title = {{MilliMobile}: {An} {Autonomous} {Battery}-free {Wireless} {Microrobot}},
isbn = {978-1-4503-9990-6},
shorttitle = {{MilliMobile}},
url = {https://dl.acm.org/doi/10.1145/3570361.3613304},
doi = {10.1145/3570361.3613304},
language = {en},
urldate = {2023-11-02},
booktitle = {Proceedings of the 29th {Annual} {International} {Conference} on {Mobile} {Computing} and {Networking}},
publisher = {ACM},
author = {Johnson, Kyle and Englhardt, Zachary and Arroyos, Vicente and Yin, Dennis and Patel, Shwetak and Iyer, Vikram},
month = oct,
year = {2023},
pages = {1--16}}
MilliMobile: An Autonomous Battery-free Wireless Microrobot
Kyle Johnson, Zachary Englhardt, Vicente Arroyos, Dennis Yin, Shwetak Patel, and Vikram Iyer. 2023. MilliMobile: An Autonomous Battery-free Wireless Microrobot. In Proceedings of the 29th Annual International Conference on Mobile Computing and Networking, 1–16. https://doi.org/10.1145/3570361.3613304
2021
FaceBit: Smart Face Masks Platform
Alexander Curtiss*, Blaine Rothrock*, Abu Bakar, Nivedita Arora, Jason Huang, Zachary Englhardt, Aaron-Patrick Empedrado Chixiang Wang, Saad Ahmed, Yang Zhang, Nabil Alshurafa, Josiah Hester
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT), 2021
PDF
Video
FaceBit: Smart Face Masks Platform
@article{curtiss2021facebit,
title={FaceBit: Smart face masks platform},
author={Curtiss, Alexander and Rothrock, Blaine and Bakar, Abu and Arora, Nivedita and Huang, Jason and Englhardt, Zachary and Empedrado, Aaron-Patrick and Wang, Chixiang and Ahmed, Saad and Zhang, Yang and others},
journal={Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies},
volume={5},
number={4},
pages={1--44},
year={2021},
publisher={ACM New York, NY, USA}}
FaceBit: Smart Face Masks Platform
Alexander Curtiss, Blaine Rothrock, Abu Bakar, Nivedita Arora, Jason Huang, Zachary Englhardt, Aaron-Patrick Empedrado, Chixiang Wang, Saad Ahmed, Yang Zhang, Nabil Alshurafa, and Josiah Hester. 2021. FaceBit: Smart Face Masks Platform. Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies 5, 4: 1–44. https://doi.org/10.1145/3494991