YC
0000-0002-3253-7924 Employment
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Publications (12)
- Differentiable FEM versus PINN for pavement layer inverse analysis: enforcing physics as hard or soft constraints Save
- Accelerating stochastic simulation of post-failure landslide runout using a random graph neural network-based simulator Save
- Operator learning for consolidation: An architectural comparison for DeepONet variants Save
- Configuration Effects in Lightweight Deflectometer Testing and a Normalization Framework for Comparable In-Situ Modulus Save
- Development of a data acquisition system for lightweight deflectometer using Raspberry Pi Save
- Sequence Deep Learning for Seismic Ground Response Modeling: 1D-CNN, LSTM, and Transformer Approach Save
- Inverse analysis of granular flows using differentiable graph neural network simulator Save
- Graph Neural Network-based surrogate model for granular flows Save
- Application of Mask R-CNN and YOLOv8 Algorithms for Concrete Crack Detection Save
- Accelerating Particle and Fluid Simulations with Differentiable Graph Networks for Solving Forward and Inverse Problems Save
- Prediction Models Based on Regression and Artificial Neural Network for Moduli of Layers Constituted by Open-Graded Aggregates Save
- Compaction Quality Monitoring of Open-Graded Aggregates by Light Weight Deflectometer and Soil Stiffness Gauge Save