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BiDGCNLLM: A Graph–Language Model for Drone State Forecasting and Separation in Urban Air Mobility Using Digital Twin-Augmented Remote ID Data
Published 2025-07-01“…Results from the AirSUMO co-simulation platform and a DT replica of the Cranfield University campus show that BiDGCNLLM outperforms state-of-the-art time series models in short-term velocity prediction. Compared to Transformer-LSTM, BiDGCNLLM marginally improves the <inline-formula><math xmlns="http://www.w3.org/1998/Math/MathML" display="inline"><semantics><mrow><msup><mi>R</mi><mn>2</mn></msup></mrow></semantics></math></inline-formula> by 11.59%. …”
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Productivity Prediction and Simulation Verification of Fishbone Multilateral Wells
Published 2022-01-01Get full text
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Study on Fractal Multistep Forecast for the Prediction of Driving Behavior
Published 2020-01-01Get full text
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Residual Lifetime Prediction with Multistage Stochastic Degradation for Equipment
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Predicting Young Imposter Syndrome Using Ensemble Learning
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Prediction of Chemical Gas Emissions Based on Ecological Environment
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Grey Prediction for Accuracy Life of Roller Pushing Mechanism
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Predicting the destination port of fishing vessels utilizing transformers
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GREY PREDICTION FOR THE REMAINING LIFE OF CORROSION NOZZLE OF SEPARATOR
Published 2017-01-01Get full text
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