A Nonlocal Fractional Peridynamic Diffusion Model
This paper proposes a nonlocal fractional peridynamic (FPD) model to characterize the nonlocality of physical processes or systems, based on analysis with the fractional derivative …
Oil spill detection with multiscale conditional adversarial networks with small-data training
We investigate the problem of training an oil spill detection model with small data. Most existing machine-learning-based oil spill detection models rely heavily on big training …
Factors Contributing to Rapid Decline of Arctic Sea Ice in Autumn
Autumn Arctic sea ice has been declining since the beginning of the era of satellite sea ice observations. In this study, we examined the factors contributing to the decline of …
Shuyao Li
Effects of Tide-Surge Interactions on Storm Surges along the Coast of the Bohai Sea, Yellow Sea, and East China Sea
Autumn Arctic sea ice has been declining since the beginning of the era of satellite sea ice observations. In this study, we examined the factors contributing to the decline of …
Shuyao Li
A Spatiotemporal Interactive Processing Bias Correction Method for Operational Ocean Wave Forecasts
Numerical models and correct predictions are important for marine forecasting, but the forecasting results are often unable to satisfy the requirements of operational wave …
Wallpaper Texture Generation and Style Transfer Based on Multi-Label Semantics
Textures contain a wealth of image information and are widely used in various fields such as computer graphics and computer vision. With the development of machine learning, the …
Correcting Predictions from Simulating Wave Nearshore Model via Gaussian Process Regression
Accurately predicting wave height has a significant impact on offshore production and marine transportation. Numerical model predictions are the most commonly used wave height …
Xiaoyu Zhang
Ocean wave height series prediction with numerical long short-term memory
This paper investigates the possibility of using machine learning technology to correct wave height series numerical predictions. This is done by incorporating numerical …
Xiaoyu Zhang
