Jingxiao Liu
Nanyang Assistant Professor at Nanyang Technological University Singapore
Singapore
Summary
👤
Senior🎓
Top SchoolJingxiao Liu is a postdoctoral scholar based in Berkeley with nine years of experience applying distributed acoustic and fiber-optic sensing to structural health monitoring, urban sensing, and vehicle–bridge interaction. With a PhD in Structural Engineering from Stanford and a PhD minor in Electrical Engineering, she blends mechanics, signal processing, and IoT to translate dense sensor data into actionable insights for transportation and geothermal systems. Her work spans top labs—MIT Senseable City Lab, Stanford, Berkeley Lab—and emphasizes real-world deployments of DAS for urban and geothermal monitoring. Jingxiao’s background includes industry-facing IoT and data-science work at PARC, reflecting an ability to move methods from prototype to operational settings. She is notable for integrating applied geophysics with structural dynamics to reveal subtle infrastructure behaviors that traditional sensors miss. Based in Berkeley, she combines academic rigor with hands-on field experimentation to advance next-generation sensing for resilient infrastructure.
10 years of coding experience
8 years of employment as a software developer
Bachelor Civil Engineering, Bachelor Civil Engineering at Central South UniversityMaster of Science Civil Engineering, Master of Science Civil Engineering at Carnegie Mellon UniversityPhD Minor Electrical Engineering, PhD Minor Electrical Engineering at Stanford University
English, Chinese
Github Skills (14)
semantic-segmentation7
computer-vision7
factorization4
root-finding4
python3
optimization3
sparse3
adaptation3
mud2
cuda2
monitoring1
pytorch1
machine-learning1
deep-learning1
Programming languages (2)
Github contributions (5)
jingxiaoliu/bridge-damage-segmentation
Jan 2022 - Jul 2022
A hierarchical semantic segmentation framework for computer-vision-based bridge column damage detection
Contributions:34 commits, 34 pushes, 1 branch in 5 months
computer-visionsemantic-segmentationdamage
jingxiaoliu/HierMUD
May 2021 - Nov 2022
Contributions:44 commits, 9 pushes in 1 year 6 months
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