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Assistant Professor, Elect & Computer Engineering
Publications
- Minhan Lou & Weilu Gao (2024). Chapter: Diffractive Optical Neural Networks in the Book "Coded Optical Imaging". Springer Nature.
Published, 04/20/2024.
- Bryant B. Jerome, Ciril S. Prasad, Andrea Schirato, Oliver S. Dewey, Jacques Doumani, Andrey Baydin, Weilu Gao, Giuseppe Della Valle, Junichiro Kono, Matteo Pasquali, Gururaj V. Naik & Alessandro Alabastri (2023). Coupling into Hyperbolic Carbon-Nanotube Films with a Deep-Etched Antenna Grating . ACS Photonics.
Published, 12/05/2023.
- Jacques Doumani, Minhan Lou, Oliver Dewey, Nina Hong, Jichao Fan, Andrey Baydin, Keshav Zahn, Yohei Yomogida, Kazuhiro Yanagi, Matteo Pasquali, Riichiro Saito, Junichiro Kono & Weilu Gao (2023). Engineering chirality at wafer scale with ordered carbon nanotube architectures. Nature Communications.
Published, 11/15/2023.
- Ruiyang Chen, Yingheng Tang, Jianzhu Ma & Weilu Gao (2023). Scientific Computing with Diffractive Optical Neural Networks. Advanced Intelligent Systems.
Published, 10/08/2023.
- Shanglin Zhou, Yingjie Li, Minhan Lou, Weilu Gao, Zhijie Shi, Cunxi Yu & Caiwen Ding (2023). Physics-aware Roughness Optimization for Diffractive Optical Neural Networks. Proceedings of 2023 60th ACM/IEEE Design Automation Conference (DAC).
Published, 09/15/2023.
- Yingjie Li, Weilu Gao & Cunxi Yu (2023). Rubik's Optical Neural Networks: Multi-task Learning with Physics-aware Rotation Architecture. Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence.
Published, 08/2023.
- Jichao Fan, Yingheng Tang & Weilu Gao (2023). Universal Approach of Calibrating Large-scale Electronic and Photonic Crossbar Arrays. Advanced Intelligent Systems.
Published, 08/01/2023.
- Michael Wais, Filchito Renee G. Bagsican, Natsumi Komatsu, Weilu Gao, Kazunori Serita, Hironaru Murakam, Karsten Held, Iwao Kawayama, Junichiro Kono, Marco Battiato & Masayoshi Tonouchi (2023). Transition from Diffusive to Superdiffusive Transport in Carbon Nanotube Networks via Nematic Order Control. Nano Letters.
Published, 05/10/2023.
- Davoud Adinehloo, Weilu Gao, Ali Mojibpour, Junichiro Kono & Vasili Perebeinos (2023). Phonon-Assisted Intertube Electronic Transport in an Armchair Carbon Nanotube Film. Physical Review Letters.
Published, 04/28/2023.
- Minhan Lou, Yingjie Li, Cunxi Yu, Berardi Sensale-Rodriguez & Weilu Gao (2023). Effects of interlayer reflection and interpixel interaction in diffractive optical neural networks. Optics Letters.
Published, 01/2023.
- Yingjie Li, Ruiyang Chen, Weilu Gao & Cunxi Yu (2022). Physics-aware Differentiable Discrete Codesign for Diffractive Optical Neural Networks. Proceedings of the 41st IEEE/ACM International Conference on Computer-Aided Design (ICCAD'22).
Published, 12/22/2022.
- Yingheng Tang, Princess Tara Zamani, Ruiyang Chen, Jianzhu Ma, Minghao Qi, Cunxi Yu & Weilu Gao (2022). Device-System End-to-End Design of Photonic Neuromorphic Processor Using Reinforcement Learning. Laser & Photonics Review.
Published, 12/2022.
- Liang Zhao, Bchara Sidnawi, Jichao Fan, Ruiyang Chen, Thomas Scully, Scott Dietrich, Weilu Gao, Qianhong Wu & Bo Li (2022). Wafer-Scale Full-Coverage Self-Limiting Assembly of Particles on Flexible Substrates. ACS Appl. Mater. Interfaces.
Published, 09/2022.
- Ruiyang Chen, Yingjie Li, Minhan Lou, Jichao Fan, Yingheng Tang, Berardi Sensale-Rodriguez, Cunxi Yu & Weilu Gao (2022). Physics-Aware Machine Learning and Adversarial Attack in Complex-Valued Reconfigurable Diffractive All-Optical Neural Network. Laser & Photonics Review.
Published, 08/2022.
- Wei Jia, Minhan Lou, Weilu Gao & Berardi Sensale-Rodriguez (2022). Design and fabrication of a terahertz dual-plane hologram and extended-depth-of-focus diffractive lens. Optics Continuum.
Published, 07/2022.
- Yingheng Tang, Jichao Fan, Xinwei Li, Jianzhu Ma, Minghao Qi, Cunxi Yu & Weilu Gao (2022). Physics-informed recurrent neural network for time dynamics in optical resonances. Nature Computational Science.
Published, 03/2022.
- Huiying Zeng, Jichao Fan, Yibo Zhang, Yikai Su, Ciyuan Qiu & Weilu Gao (2022). Graphene plasmonic spatial light modulator for recon gurable diffractive optical neural network. Optics Express.
Published, 03/2022.
- Andrey Baydin, Fuyang Tay, Jichao Fan, Manukumara Manjappa, Weilu Gao & Junichiro Kono (2022). Carbon Nanotube Devices for Quantum Technology. Materials.
Published, 02/2022.
- Qi Wang, Shan Yin, Xintong Shi, Jichao Fan, Kang Huang, Weilu Gao, Lijuan Xie & Yibin Ying (2022). High-sensitivity detection of trace imidacloprid and tetracycline hydrochloride by multi-frequency resonance metamaterials. Journal of Food Measurement and Characterization.
Published, 02/2022.
- Yohei Yomogida, Kanako Horiuchi, Ryotaro Okada, Hideki Kawai, Yota Ichinose, Hiroyuki Nishidome, Kan Ueji, Natsumi Komatsu, Weilu Gao, Junichiro Kono & Kazuhiro Yanagi (2022). Hall effect in gated single-wall carbon nanotube films. Scientific Reports.
Published, 01/2022.
- Weilu Gao, Davoud Adinehloo, Xinwei Li, Ali Mojibpour, Yohei Yomogida, Atsushi Hirano, Takeshi Tanaka, Hiromichi Kataura, Ming Zheng, Vasili Perebeinos & Junichiro Kono (2021). Band structure dependent electronic localization in macroscopic films of single-chirality single-wall carbon nanotubes. Carbon.
Published, 07/2021.
- Weilu Gao, Cunxi Yu & Ruiyang Chen (2021). Artificial intelligence accelerators based on graphene optoelectronic devices. Advanced Photonics Research. Vol. 2, 2100048.
Published, 06/2021.
- Yingjie Li, Ruiyang Chen, Berardi Sensale-Rodriguez, Weilu Gao & Cunxi Yu (2021). Real-time multi-task diffractive deep neural networks via hardware-software co-design. Scientific reports. Vol. 11, 11013.
Published, 05/26/2021.
https://www.nature.com/articles/s41598-021-90221-7
- Nan Wei, Ying Tian, Yongping Liao, Natsumi Komatsu, Weilu Gao, Alina Lyuleeva‐Husemann, Qiang Zhang, Aqeel Hussain, Er‐Xiong Ding, Fengrui Yao, Janne Halme, Kaihui Liu, Junichiro Kono, Hua Jiang & Esko I Kauppinen (2021). Colors of Single-Wall Carbon Nanotubes. Advanced Materials. Vol. 33, e2006395.
Published, 02/2021.
https://onlinelibrary.wiley.com/doi/full/10.1002/a...
- Ruiqian Wang, Junlang Chen, Liang Chen, Zunzhong Ye, Cui Wu, Weilu Gao, Lijuan Xie & Yibin Ying (2020). Ultrathin and ultradense aligned carbon nanotube membranes for water purification with enhanced rejection performance. Desalination. Vol. 494, 114671.
Published, 11/15/2020.
- Nicolas Marquez Peraca, Andrey Baydin, Weilu Gao, Motoaki Bamba & Junichiro Kono (2020). Chapter Three - Ultrastrong light–matter coupling in semiconductors. Semiconductors and Semimetals.
Published, 11/2020.
- Xinwei Li, Katsumasa Yoshioka, Qi Zhang, Nicolas Marquez Peraca, Fumiya Katsutani, Weilu Gao, II G Timothy Noe, John D Watson, Michael J Manfra, Ikufumi Katayama, Jun Takeda & Junichiro Kono (2020). Observation of Photoinduced Terahertz Gain in GaAs Quantum Wells: Evidence for Radiative Two-Exciton-to-Biexciton Scattering. Physical review letters. Vol. 125, 167401.
Published, 10/16/2020.
- Ruiqian Wang, Wendao Xu, Dinghao Chen, Ruiyun Zhou, Qi Wang, Weilu Gao, Junichiro Kono, Lijuan Xie & Yibin Ying (2020). Ultrahigh-Sensitivity Molecular Sensing with Carbon Nanotube Terahertz Metamaterials. ACS applied materials & interfaces. Vol. 12, 40629-40634.
Published, 08/12/2020.
Presentations
- Title: Giant Deep-Ultraviolet Circular Dichroism in Synthetic Architectures of Ordered Carbon Nanotubes
Authors: Doumani, J.; Lou, M.; Dewey, O.; Hong, N.; Fan, J.; Baydin, A.; Pasquali, P.; Yomogida,
Y.; Yanagi, K.; Saito, R.; Kono, J.; Gao, W.
Conference: 2023 Conference on Lasers and Electro-Optics (CLEO 2023), paper STu4N.2. DOI: .
Conference Paper, Refereed,
Presented, 05/2023.
https://doi.org/10.1364/CLEO_SI.2023.STu4N.2
- Title: Dual-plane Terahertz Hologram with Diffractive Optical Elements
Authors: Jia, W.; Lou, M.; Gao, W.; Sensale-Rodriguez, B.,
Conference: 2022 47th International Conference on Infrared, Millimeter and Terahertz Waves (IRMMW-THz 2022).
Conference Paper, Refereed,
Presented, 09/2022.
https://ieeexplore.ieee.org/document/9895481
- Title: Complex-valued Reconfigurable Diffractive Optical Neural Networks using Cost-effective Spatial Light Modulators
Authors: Ruiyang Chen, Yingjie Li, Minhan Lou, Cunxi Yu, and Weilu Gao
Conference: 2022 Conference on Lasers and Electro-Optics (CLEO).
Conference Paper, Refereed,
Presented, 05/2022.
https://doi.org/10.1364/CLEO_AT.2022.JTh3B.56
- Title: Outcoupling Hyperbolic Modes from Aligned Carbon Nanotube Films
Authors: Jerome, B.; Prasad, C.; Doumani, J.; Dewey, O.; Baydin, A.; Pasquali, M.; Kono, J.; Gao, W.; Alabastri, A.; Naik, G.
2022 Conference on Lasers and Electro-Optics (CLEO 2022), paper FM4H.5.
Conference Paper, Refereed,
Presented, 05/2022.
https://doi.org/10.1364/CLEO_QELS.2022.FM4H.5
- Title: Physics-informed Neural Network for Forecasting Time-domain Signals in Terahertz Resonances
Authors: Yingheng Tang, Jichao Fan, Xinwei Li, Jianzhu Ma, Minghao Qi, Cunxi Yu, and Weilu Gao
Conference: 2022 Conference on Lasers and Electro-Optics (CLEO).
Conference Paper, Refereed,
Presented, 05/2022.
https://doi.org/10.1364/CLEO_AT.2022.JTh3A.44
- Title: Structural Coloration from Self-Limiting Films of Self-Assembled Dielectric Mie Scatters
Authors: Jichao Fan, Liang Zhao, Yingheng Tang, Bo Li, Weilu Gao
Description: We demonstrate structural coloration from self-limiting films of self-assembled nano to microspheres with accurate layer control. Colors originate from Mie scattering and multilayer structures cover broad colors, which are inferred from structures using neural networks.
Conference: 2021 Conference on Lasers and Electro-Optics (CLEO).
Conference Paper, Refereed,
Presented, 05/09/2021.
- Title: Graphene Optoelectronic Artificial Intelligence Accelerators
Authors: Weilu Gao, Cunxi Yu, Ruiyang Chen
Description: We present a graphene-based optoelectronic artificial intelligence accelerator using spatial light modulators and photodetectors, design a method of performing accurate calculations using imperfect components, and show the system capability of accelerating a few representative algorithms.
Conference: CLEO: QELS_Fundamental Science.
Conference Paper, Refereed,
Presented, 05/09/2021.