A Two‐Dimensional Deep Learning Scheme With One Predicator Only to Parametrize Global Lightning
Abstract Lightning simulation has long posed significant challenges. This study presents a novel two‐dimensional artificial intelligence‐based global lightning scheme that uses a single predictor, convective available potential energy (CAPE). The new scheme significantly improves global lightning simulation performance, achieving a determination ...
Ming Yin +10 more
wiley +1 more source
Practical predefined-time adaptive fuzzy control for quantized nonlinear systems via observer-differentiator scheme. [PDF]
Wang Y, Chen J, Ma W.
europepmc +1 more source
A Physics‐Informed Neural Network Approach to the Gannon Storm
Abstract Extreme geomagnetic storms, such as the May 2024 Gannon event, pose significant risks to technological infrastructure, requiring robust forecasting models. Here, we apply Physics‐Informed Neural Networks (PINNs) to the Burton equation to model the storm's ring current dynamics by studying the temporal evolution of the SuperMAG SMR index during
M. Lacal +3 more
wiley +1 more source
Utilizing artificial intelligence to assess academic exam anxiety, perceived stress, and achievement motivation among college students. [PDF]
Hamd ZY +7 more
europepmc +1 more source
Comfort-Oriented Pothole Traversal Using Multi-Sensor Perception and Fuzzy Control. [PDF]
Yuan C +7 more
europepmc +1 more source
LEACH Protocol Evolution in WSN: A Review of Energy Consumption Optimization and Security Reinforcement. [PDF]
Chu A, Zhang T, Wang C.
europepmc +1 more source
Multi-objective production scheduling optimization strategy based on fuzzy mathematics theory. [PDF]
Shen H.
europepmc +1 more source
Design of global climate control based on fuzzy systems with concept of carbon emissions. [PDF]
Naseer S +5 more
europepmc +1 more source
Enhancing explainability in epidemiological predictions using fuzzy logic integrated with machine and deep learning algorithms. [PDF]
Fatima U, Khushal R.
europepmc +1 more source
DML-LLM Hybrid Architecture for Fault Detection and Diagnosis in Sensor-Rich Industrial Systems. [PDF]
Hu YS, Marandi S, Modarres M.
europepmc +1 more source

