Shangjie Guo

Publication Activity (10 Years)

Years Active: 2021-2023
Publications (10 Years): 6

Top Topics

Machine Learning Algorithms

Automatic Detection

False Positives

Top Venues

Mach. Learn. Sci. Technol.

Publications

Alex He, Dafu Lou, Eric She, Shangjie Guo, Hareesh Watson, Sibyl Weng, Maria Perepechaenko, Randy Kuang
FIPS Compliant Quantum Secure Communication using Quantum Permutation Pad. CoRR (2023)
Amilson R. Fritsch, Shangjie Guo, Sophia M. Koh, Ian B. Spielman, Justyna P. Zwolak
Dark Solitons in Bose-Einstein Condensates: A Dataset for Many-body Physics Research. CoRR (2022)
Amilson R. Fritsch, Shangjie Guo, Sophia M. Koh, Ian B. Spielman, Justyna P. Zwolak
Dark solitons in Bose-Einstein condensates: a dataset for many-body physics research. Mach. Learn. Sci. Technol. 3 (4) (2022)
Shangjie Guo, Amilson R. Fritsch, Craig Greenberg, Ian B. Spielman, Justyna P. Zwolak
Machine-learning enhanced dark soliton detection in Bose-Einstein condensates. CoRR (2021)
Shangjie Guo, Amilson R. Fritsch, Craig Greenberg, Ian B. Spielman, Justyna P. Zwolak
Machine-learning enhanced dark soliton detection in Bose-Einstein condensates. Mach. Learn. Sci. Technol. 2 (3) (2021)
Shangjie Guo, Sophia M. Koh, Amilson R. Fritsch, Ian B. Spielman, Justyna P. Zwolak
Combining Machine Learning with Physics: A Framework for Tracking and Sorting Multiple Dark Solitons. CoRR (2021)