Xingyuan Xu
- Roadmap on Neuromorphic Photonics
2025/01/14 by Daniel Brunner, Bhavin J. Shastri, Brunner, Daniel +328 · 2 voices · 12 citations
Computer Science · Engineering · Physics and Astronomy · #Advanced Memory and Neural Computing #Neural Networks and Applications #Neural Networks and Reservoir Computing #cs.ET #physics.app-ph #physics.optics
- Control-free and efficient integrated photonic neural networks via hardware-aware training and pruning
2024/01/16 by Tengji Xu, Xu, Tengji, Weipeng Zhang +19 · 7 citations
Computer Science · Engineering · #Applied Physics (physics.app-ph) #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Neural Networks and Reservoir Computing #Optical Network Technologies #Optics (physics.optics) #Photonic and Optical Devices
- Optical data transmission at 44Tb/s and 10 bits/s/Hz over the C-band with standard fibre and a single micro-comb source
2020/03/01 by Bill Corcoran, Mengxi Tan, Xingyuan Xu +9 · 3 citations
Engineering · Physics and Astronomy · #Advanced Fiber Laser Technologies #Advanced Fiber Optic Sensors #Bit error rate #Computer hardware #Computer science #Data transmission #Modulation (music) #Nonlinear system #Optical fiber #Optics #Optoelectronics #Photonic and Optical Devices #Photonics #Physics #Quadrature amplitude modulation #Soliton #Telecommunications #Transmission (telecommunications) #physics.app-ph #physics.optics
- 11 TeraFLOPs per second photonic convolutional accelerator for deep learning optical neural networks
2020/11/14 by Xingyuan Xu, Mengxi Tan, Bill Corcoran +9 · 3 citations
Computer Science · Physics and Astronomy · #cs.NE #physics.app-ph #physics.optics
- Data-driven parametrization of molecular mechanics force fields for expansive chemical space coverage
2024/12/30 by Tianze Zheng, Ailun Wang, Xu Han +9 · 1 voice · 5 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Materials Science · #Computational Drug Discovery Methods #Machine Learning in Materials Science #Protein Structure and Dynamics
- Data-Driven Parametrization of Molecular Mechanics Force Fields for Expansive Chemical Space Coverage
2024/08/23 by Tianze Zheng, Ailun Wang, Zheng, Tianze +21 · 5 citations
Chemical Engineering · Chemistry · Materials Science · #Advanced Polymer Synthesis and Characterization #Catalysis and Oxidation Reactions #Chemical Physics (physics.chem-ph) #FOS: Computer and information sciences #FOS: Physical sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science
- High bandwidth temporal RF photonic signal processing with Kerr micro-combs: integration, fractional differentiation and Hilbert transforms
2021/02/17 by Mengxi Tan, Xingyuan Xu, Jiayang Wu +1 · 1 citation
Physics and Astronomy · #physics.app-ph #physics.optics
- Advanced RF and microwave functions based on an integrated optical frequency comb source
2018/01/24 by Xingyuan Xu, Jiayang Wu, Thach G. Nguyen +7 · 3 citations
Engineering · Physics and Astronomy · #Advanced Fiber Laser Technologies #Advanced Fiber Optic Sensors #Advanced Photonic Communication Systems #Computer science #Frequency comb #Laser #Materials science #Microwave #Optical frequency comb #Optics #Physics #Radio frequency #Telecommunications #physics.app-ph #physics.optics
- Microwave and RF Photonic Fractional Hilbert Transformer Based on a 50 GHz Kerr Micro-Comb
2019/10/09 by Mengxi Tan, Xingyuan Xu, Bill Corcoran +9 · 1 citation
Engineering · Physics and Astronomy · #Advanced Fiber Laser Technologies #Advanced Photonic Communication Systems #Electronic engineering #Engineering #Microwave #Optics #Photonic and Optical Devices #Photonics #Physics #Quantum mechanics #eess.SP #physics.app-ph #physics.optics
- A Radio Frequency Channelizer based on Cascaded Integrated Micro-ring Resonator Optical Comb Sources and Filters
2018/04/24 by Xingyuan Xu, Jiayang Wu, Thach G. Nguyen +5 · 1 citation
Physics and Astronomy · #physics.app-ph #physics.optics