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A 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 ...
Twin-Shear Unified Strength Theory–Based Solution for Maximum Allowable Mud Pressure in Horizontal Directional Drilling
Publisher: American Society of Civil Engineers
Abstract: Abstract In horizontal directional drilling (HDD), high mud pressure promotes cutting delivery
and overall efficiency at the expense of mud loss and possible borehole wall instability.
Accurate calculation of the maximum ...
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 Digital Twin Framework Utilizing Machine Learning for Robust Predictive Maintenance: Enhancing Tire Health Monitoring
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: We introduce a novel digital twin (DT) framework for the predictive maintenance of long-term physical systems. Using monitoring tire health as an application, we show how the DT framework can be used to enhance automotive ...
A Digital Twin Framework Utilizing Machine Learning for Robust Predictive Maintenance: Enhancing Tire Health Monitoring
Publisher: The American Society of Mechanical Engineers (ASME)
Abstract: We introduce a novel digital twin (DT) framework for the predictive maintenance of long-term physical systems. Using monitoring tire health as an application, we show how the DT framework can be used to enhance automotive ...
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