94 citations · 107 across the 6 of their papers we have counts for
6 papers
Purifier: Defending Data Inference Attacks via Transforming Confidence Scores
Ziqi Yang, Lijin Wang, Da Yang +5
Neural networks are susceptible to data inference attacks such as the membership inference attack, the adversarial model inversion attack and the attribute inference attack, where…
The Moisture-Convection Feedback Can Lead to Spontaneous Tropical Cyclogenesis
Argel Ramírez Reyes, Da Yang
In contrast to prevailing knowledge, Ramírez Reyes and Yang (2021) showed that tropical cyclones (TCs) can form spontaneously without moisture-radiation and surface-flux feedbacks…
A Vertically Resolved MSE Framework Highlights the Role of the Boundary Layer in Convective Self-Aggregation
Lin Yao, Da Yang, Zhe-Min Tan
Convective self-aggregation refers to a phenomenon in which random convection can self-organize into large-scale clusters over an ocean surface with uniform temperature in cloud-re…
Spontaneous Cyclogenesis without Radiative and Surface-Flux Feedbacks
Argel Ramirez Reyes, Da Yang
Tropical cyclones (TCs) are among the most intense and feared storms in the world. What physical processes lead to cyclogenesis remains the most mysterious aspect of TC physics. He…
Testing the Reliability of Interpretable Neural Networks in Geoscience Using the Madden-Julian Oscillation
Benjamin A. Toms, Karthik Kashinath, Prabhat +1
We test the reliability of two neural network interpretation techniques, backward optimization and layerwise relevance propagation, within geoscientific applications by applying th…
Triggered convection, gravity waves, and the MJO: A shallow water model
Da Yang, Andrew P. Ingersoll
The MaddenJulian oscillation (MJO) is the dominant mode of intraseasonal variability in the tropics. Despite its primary importance, a generally accepted theory that accounts for f…