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RISA Model for the Tropical Cyclone Wind Field Response to Idealized Landfall
Publisher: American Meteorological Society
Can Existing Theory Predict the Response of Tropical Cyclone Intensity to Idealized Landfall?
Publisher: American Meteorological Society
The Transient Responses of an Axisymmetric Tropical Cyclone to Instantaneous Surface Roughening and Drying
Publisher: American Meteorological Society
Abstract: Inland tropical cyclone (TC) impacts due to high winds and rainfall-induced flooding depend strongly on the evolution of the wind field and precipitation distribution after landfall. However, research has yet to test the ...
Postprocessing of Ensemble Weather Forecasts Using a Stochastic Weather Generator
Publisher: American Meteorological Society
Abstract: his study proposes a new statistical method for postprocessing ensemble weather forecasts using a stochastic weather generator. Key parameters of the weather generator were linked to the ensemble forecast means for both ...
A Machine Learning–Based Tire Life Prediction Framework for Increasing Life of Commercial Vehicle Tires
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: In the commercial freight industry, tire retreading decisions are often conservative due to limited knowledge of a tire’s remaining service life. This practice leads to increased costs and material waste. This paper proposes ...
A Quantitative Insight Into the Role of Skip Connections in Deep Neural Networks of Low Complexity: A Case Study Directed at Fluid Flow Modeling
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Deep feed-forward networks, with high complexity, backpropagate the gradient of the loss function from final layers to earlier layers. As a consequence, the “gradient” may descend rapidly toward zero. This is known as the ...
A Model for the Tropical Cyclone Wind Field Response to Idealized Landfall
Publisher: American Meteorological Society
A Rolling Contact Fatigue Reliability Evaluation Method and its Application to a Slewing Bearing
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: Rolling contact fatigue (RCF) corresponds to the formation of the first spall, which is a stochastic behavior; therefore, the RCF life should be reliably calculated. A method for evaluating RCF ...
Experimental Measure of Parameters: The Johnson–Cook Material Model of Extruded Mg–Gd–Y Series Alloy
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: This paper introduces a method to determine the material constants for Johnson–Cook model of an as-extruded Mg–Gd–Y series alloy by quasistatic tests on Instron 1251 and Hopkinson bar experiment ...
Coupling a Markov Chain and Support Vector Machine for At-Site Downscaling of Daily Precipitation
Publisher: American Meteorological Society
Abstract: AbstractStatistical downscaling is useful for managing scale and resolution problems in outputs from global climate models (GCMs) for climate change impact studies. To improve downscaling of precipitation occurrence, this ...