Forecast‐Error Diagnostics in Neural Weather Models
Quarterly Journal of the Royal Meteorological Society, EarlyView.Deep learning weather prediction models enable efficient forecast‐error diagnostics through auto‐differentiation and low computational cost. We apply grid‐point relaxation and gradient‐based error sensitivity to identify key forecast‐error sources. Results show that medium‐range forecasts in the midlatitudes benefit most from relaxing the stratosphere ...
Uroš Perkan +2 more
wiley +1 more source
Spatial Autocorrelation Dimension (<i>D<sub>i</sub></i> ) for the Characterisation of Atrial Fibrillatory Dynamics. [PDF]
Arrhythm Electrophysiol RevTiver KD, Dharmaprani D, Ganesan AN.
europepmc +1 more source
A New Zoning and Planning Metaphor: Chaos and Complexity Theory
, 2010 John Mixon, Kathleen McGlynn
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Control System for the Navigation of the Agricultural Robots: A Review
Journal of Field Robotics, EarlyView.ABSTRACT Control systems for the navigation of autonomous agricultural robots—particularly those operating in uneven terrain and in the presence of static or dynamic obstacles—have advanced considerably in recent years. As conventional machinery evolves toward increasingly automated systems, the design of reliable navigation controllers has become ...
Edna Carolina Moriones Polanía +3 more
wiley +1 more source
Evaluation of Mindful Breathing Method Using Tablet Devices Through Chaos Analysis and Frequency Analysis: A Pilot Randomized Controlled Trial. [PDF]
Biomed Eng Comput BiolTogo E.
europepmc +1 more source
From single-particle to many-body chaos in Yukawa--SYK: theory and a cavity-QED proposal
Solis, David Pascual +4 more
openalex +2 more sources
The Shifting Paradigms of Disaster Robotics Three Decades of Research
Journal of Field Robotics, EarlyView.ABSTRACT The increasing frequency and magnitude of natural disasters worldwide have raised the demand for advanced robotic systems in disaster response. In this research, a comprehensive bibliometric analysis of 2,201 Web of Science database papers was investigate systematically global research trends, patterns and emerging frontiers in disaster ...
Qin Hu +4 more
wiley +1 more source
Delay-Induced Complexity and Chaotic Dynamics in a Network Model of Information Spreading. [PDF]
Entropy (Basel)Martsenyuk V, Gancarczyk T.
europepmc +1 more source
Chaos theory, complexity theory, catastrophe theory, and the enigmatic concept of chaoplexity
René Lozi
openalex +2 more sources