research
∙
05/10/2022
Flow Completion Network: Inferring the Fluid Dynamics from Incomplete Flow Information using Graph Neural Networks
This paper introduces a novel neural network – the flow completion netwo...
share
research
∙
01/12/2022
Coverage Path Planning for Robotic Quality Inspection with Control on Measurement Uncertainty
The optical scanning gauges mounted on the robots are commonly used in q...
research
∙
12/13/2021
WOOD: Wasserstein-based Out-of-Distribution Detection
The training and test data for deep-neural-network-based classifiers are...
research
∙
12/12/2020
NP-ODE: Neural Process Aided Ordinary Differential Equations for Uncertainty Quantification of Finite Element Analysis
Finite element analysis (FEA) has been widely used to generate simulatio...
research
∙
11/20/2020
StressNet: Deep Learning to Predict Stress With Fracture Propagation in Brittle Materials
Catastrophic failure in brittle materials is often due to the rapid grow...
research
∙
05/28/2020
