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Flavin Neuromachines Lab

A research lab at Georgia Tech studying neural mechatronics and extended reality for patient care

Contact us

Contact the Flavin Neuromachines Lab at Georgia Tech

Our group

The Flavin Neuromachines Lab is directed by Prof. Matthew Flavin in the School of Electrical and Computer Engineering at Georgia Tech

Videos

Videos showing the research published by the Flavin Neuromachines Lab

publications

Soft microfluidic assemblies of sensors, circuits, and radios for the skin

Sheng Xu,* Yihui Zhang,* Lin Jia,* Kyle E. Mathewson,* Kyung-In Jang, Jeonghyun Kim, Haoran Fu, Xian Huang, Pranav Chava, Renhan Wang, Sanat Bhole, Lizhe Wang, Yoon Joo Na, Yue Guan, Matthew Flavin, Zheshen Han, Yonggang Huang, John A. Rogers, "Soft microfluidic assemblies of sensors, circuits, and radios for the skin," in Science, vol. 344, no. 6179, pp. 70-74, Apr. 2014.

Assembly of micro/nanomaterials into complex, three-dimensional architectures by compressive buckling

Sheng Xu,* Zheng Yan,* Kyung-In Jang, Wen Huang, Haoran Fu, Jeonghyun Kim, Zijun Wei, Matthew Flavin, Joselle McCracken, Renhan Wang, Adina Badea, Yuhao Liu, Dongqing Xiao, Guoyan Zhou, Jungwoo Lee, Ha Uk Chung, Huanyu Cheng, Wen Ren, Anthony Banks, Xiuling Li, Ungyu Paik, Ralph G. Nuzzo, Yonggang Huang, Yihui Zhang, John A. Rogers, "Assembly of micro/nanomaterials into complex, three-dimensional architectures by compressive buckling," in Science, vol. 347, no. 6218, pp. 154-159, Jan. 2015.

Soft network composite materials with deterministic and bio-inspired designs

Kyung-In Jang, Ha Uk Chung, Sheng Xu, Chi Hwan Lee, Haiwen Luan, Jaewoong Jeong, Huanyu Cheng, Gwang-Tae Kim, Sang Youn Han, Jung Woo Lee, Jeonghyun Kim, Moongee Cho, Fuxing Miao, Yiyuan Yang, Han Na Jung, Matthew Flavin, Howard Liu, Gil Woo Kong, Ki Jun Yu, Sang Il Rhee, Jeahoon Chung, Byunggik Kim, Jean Won Kwak, Myoung Hee Yun, Jin Young Kim, Young Min Song, Ungyu Paik, Yihui Zhang, Yonggang Huang, John A. Rogers, "Soft network composite materials with deterministic and bio-inspired designs," in Nature Communications, vol. 18, no. 6, 6566, Mar. 2015.

Interfacial ion transfer and current limiting in neutral-carrier ion-selective membranes: A detailed numerical model

Matthew T. Flavin, Daniel K. Freeman, Jongyoon Han, "Interfacial ion transfer and current limiting in neutral-carrier ion-selective membranes: A detailed numerical model," in Journal of Membrane Science, vol. 572, pp. 374-381, Feb. 2019.

Rapid and low cost manufacturing of cuff electrodes

Matthew T. Flavin, Marek A. Paul, Alexander S. Lim, Senan Abdulhamed, Charles A. Lissandrello, Robert Ajemian, Samuel J. Lin, Jongyoon Han, "Rapid and low cost manufacturing of cuff electrodes," in Frontiers in Neuroscience, vol. 16, 628778, Feb. 2021.

Current efficiency and selectivity reduction caused by co-ion leakage in electro-membrane processes

Junghyo Yoon, Matthew T. Flavin, Jongyoon Han, "Current efficiency and selectivity reduction caused by co-ion leakage in electro-membrane processes," in Water Research, vol. 201, 117351, Aug. 2021.

Electrochemical modulation enhances the selectivity of peripheral neurostimulation in vivo

Matthew T. Flavin, Marek A. Paul, Alexander S. Lim, Charles A. Lissandrello, Robert Ajemian, Samuel J. Lin, Jongyoon Han, "Electrochemical modulation enhances the selectivity of peripheral neurostimulation in vivo," in Proceedings from the National Academy of Sciences of the United States of America, vol. 119, no. 23, e2117764119, June 2022.

Real-time, dynamic monitoring of selectively driven ion-concentration polarization

Matthew T. Flavin, Charles A. Lissandrello, Jongyoon Han, "Real-time, dynamic monitoring of selectively driven ion-concentration polarization," in Electrochimica Acta, vol. 426, 140770, Sep. 2022.

Skin-integrated systems for power efficient, programmable thermal sensations across large body areas

Minsu Park, Jae-Young Yoo, Tianyu Yang, Yei Hwan Jung, Abraham Vázquez-Guardado, Shupeng Li, Jae-Hwan Kim, Jaeho Shin, Woo-Youl Maeng, Geumbee Lee, Seonggwang Yoo, Haiwen Luan, Jin-Tae Kim, Hee-Sup Shin, Matthew T. Flavin, Hong-Joon Yoon, Nenad Miljkovic, Yonggang Huang, William P. King, John A. Rogers, "Skin-integrated systems for power efficient, programmable thermal sensations across large body areas," in Proceedings from the National Academy of Sciences of the United States of America, vol. 120, no. 6, e2217828120, Jan. 2023.

Numerical modeling of plunging jets of brine: mass transport and implications for desalination plant outfalls

Matthew T. Flavin, Jenifer Fernandes, Rawan AlQabandi, Eric Adams, Jongyoon Han, Bader Al-Anzi, "Numerical modeling of plunging jets of brine: mass transport and implications for desalination plant outfalls," in Desalination, vol. 568, 116996, Dec. 2023.

Developing augmented reality system for embodied mathematics learning

Eunhye Flavin, Matthew T. Flavin, "Developing augmented reality system for embodied mathematics learning," in Proceedings of the 46th Conference of the North American Chapter of the International Group for the Psychology of Mathematics Education (PME-NA), Cleveland, Ohio, pp. 1985-1990, Aug. 2024.

Black feminist thought as a guide for ethical integration of artificial intelligence in mathematics classroom

Eunhye Flavin, Matthew T. Flavin, "Black Feminist Thought as a Guide for Ethical Integration of Artificial Intelligence in Mathematics Classroom," in Connections, vol. 34, no. 1, Sep. 2024.

Wireless, Wearable System for the Continuous Monitoring of Epidermal Water Flux

Aaron G. Huang, Jaeho Shin, Seunghee H. Cho, John A. Rogers, Matthew T. Flavin, "Wireless, Wearable System for the Continuous Monitoring of Epidermal Water Flux," in EEE-EMBS International Conference on Body Sensor Networks, Chicago, IL, Oct. 2024.

Bioelastic state recovery for haptic sensory substitution

Matthew T. Flavin,* Kyoung-Ho Ha,* Zengrong Guo,* Shupeng Li,* Jin Tae Kim,* Tara Saxena, Fatimah Al-Najjar, Shishir Bandapalli, Chengye Fan, Dongjun Bai, Zhuang Zhang, Jae Young Yoo, Minsu Park, Jaeho Shin, Aaron Huang, Hee Sup Shin, Yonggang Huang, Zhaoqian Xie, Hanqing Jiang, John A. Rogers, "Bioelastic state recovery for haptic sensory substitution," in Nature, vol. 635, pp. 345–352, Nov. 2024.

Augmented reality for mathematics achievement: A meta-analysis of main and moderator effects

Eunhye Flavin, Sunghwan Hwang, Matthew T. Flavin "Augmented reality for mathematics achievement: A meta-analysis of main and moderator effects," in International Journal of Science and Mathematics Education, Jan. 2025.

Full freedom-of-motion actuators as advanced haptic interfaces

Kyoung-Ho Ha,* Jaeyoung Yoo,* Shupeng Li,* Yuxuan Mao, Shengwei Xu, Hongyuan Qi, Hanbing Wu, Chengye Fan, Hanyin Yuan, Jin-Tae Kim, Matthew T. Flavin, Seonggwang Yoo, Pratyush Shahir, Sangjun Kim, Hak-Young Ahn, Edward Colgate, Yonggang Huang, John A. Rogers, "Full freedom-of-motion actuators as advanced haptic interfaces," in Science, vol. 387, no. 6741, pp. 1383–1390, March 2025.

A non-contact wearable device for monitoring epidermal molecular flux

Jaeho Shin,* Joseph Song,* Matthew T. Flavin,* Seunghee Cho,* Shupeng Li,* Ansen Tan, Kyung Rok Pyun, Aaron G Huang, Huifeng Wang, Seongmin Jeong, Kenneth E. Madsen, Jacob Trueb, Mirae Kim, Katelynn Nguyen, Angela Yang, Yaching Hsu, Winnie Sung, Jiwon Lee, Sooyeol Phyo, Ji-Hoon Kim, Anthony Banks, Jan-Kai Chang, Amy S. Paller, Yonggang Huang, Guillermo A. Ameer, John A. Rogers, "A non-contact wearable device for monitoring epidermal molecular flux," in Nature, vol. 640, pp. 375–383, April 2025.

Augmented reality for area measurement reasoning of elementary students

Eunhye Flavin, Moon Chung, Sunghwan Hwang, Matthew T. Flavin, "Augmented reality for area measurement reasoning of elementary students," in Educational Technology Research and Development, April 2025.

Bioelectronics for targeted pain management

Matthew T. Flavin, Jose A. Foppiani, Marek A. Paul, Angelica H. Alvarez, Lacey Foster, Dominika Gavlasova, Haobo Ma, John A. Rogers, Samuel J. Lin, "Bioelectronics for targeted pain management," in Nature Reviews Electrical Engineering, vol. 2, pp. 407–424, May 2025.