JiaxuanLiu
JiaxuanLiu
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Deep Learning
Medical X-ray Keypoint Detection
Pathology assessment from X-ray imagery using human-pose models adapted for anatomical keypoint detection.
Lightweight Road-Damage Detection (Granted Patent)
Lightweight end-to-end object-segmentation method for road-damage detection in an all-dimensional smart traffic-inspection robot. Granted Chinese Invention Patent.
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Physics-Informed Neural Networks for PDEs
Fitting parabolic, elliptic, and hyperbolic 2nd-order PDEs with physics-informed neural networks under initial / boundary constraints.
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