My Work
ML, Robotics & Research
Computer vision, Physics-Informed Neural Networks, Bayesian deep learning, and surrogate modeling for civil infrastructure.
Concrete Crack Segmentation Model
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Synthetic Concrete Crack Generation with VAEs
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PINN for Beam Deflection
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Uncertainty-Aware Surrogate Modeling
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Probabilistic Damage Classification with MC Dropout
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Fatigue Life of Locally Manufactured Rebars
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Concrete Site Safety Detector
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Concrete Strength Prediction
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Earthquake Response Spectrum Estimator
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Traffic Car Counter
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Concrete Crack Segmentation Model
View Project
Synthetic Concrete Crack Generation with VAEs
View Project
PINN for Beam Deflection
View Project
Uncertainty-Aware Surrogate Modeling
View Project
Probabilistic Damage Classification with MC Dropout
View Project
Fatigue Life of Locally Manufactured Rebars
View Project
Concrete Site Safety Detector
View Project
Concrete Strength Prediction
View Project
Earthquake Response Spectrum Estimator
View Project
Traffic Car Counter
View Project