Handling method for GPS outages based on PSO-LSTM and fading adaptive Kalman filtering. [PDF]
Li X, Wang X, Pei C.
europepmc +1 more source
Turkey’s trilemma trade-offs: is there a role for reserves?
In this paper, we study the trilemma configuration of the Turkish economy. The paper starts by empirically testing the Mundell-Fleming theoretical concept of an “impossible trinity” (trilemma) for Turkey, following the Aizenman, Chinn and Ito (ACI ...
Cortuk, Orcan, Singh, Nirvikar
core
An Analysis of Hurricane Eyewall Ice Using a Novel Lagrangian Trajectory and Growth Model
Abstract Ice crystals in tropical cyclones (TCs) remain infrequently observed and difficult to model using Eulerian microphysics parameterizations. To better understand TC eyewall ice crystal processes, the Ice Crystal Trajectory Growth (ICTG) model, previously applied to an idealized squall line, was used to simulate Lagrangian ice crystal ...
Bruno S. Rojas +4 more
wiley +1 more source
Adaptive Kalman Filtering Localization Calibration Method Based on Dynamic Mutation Perception and Collaborative Correction. [PDF]
Huang Z, Xu Q, Sun M, Zhu X, Fan S.
europepmc +1 more source
Observation‐Constrained Fossil Fuel CO2 Emissions Reveal Post‐2018 Stabilization in China
Abstract Accurate quantification of interannual variations in China's fossil fuel CO2 (FFCO2) emissions is critical for climate policy evaluation. However, bottom‐up inventories exhibit growing discrepancies. Here, we estimate China's 2015–2023 FFCO2 emissions using the Regional multi‐Air Pollutant Assimilation System, integrating in situ observations ...
Shuzhuang Feng +6 more
wiley +1 more source
Fusion Ranging Method of Monocular Camera and Millimeter-Wave Radar Based on Improved Extended Kalman Filtering. [PDF]
Chen Y, Cui Q, Wang S.
europepmc +1 more source
Ensemble‐Based Assimilation of Sounding Observations With AI Weather Models
Abstract The artificial intelligence (AI)‐based weather models have shown great promise for weather forecasts. But they rely on the initial conditions provided by traditional paradigm of numerical weather prediction, which has a cycled data assimilation (DA) to combine short‐term forecasts and observations.
Huifeng Huang, Lili Lei, Zhe‐Min Tan
wiley +1 more source
An enhanced time synchronization method for a network based on Kalman filtering. [PDF]
Li Q +5 more
europepmc +1 more source
Graph‐based imitation and reinforcement learning for efficient Benders decomposition
Abstract This work introduces an end‐to‐end graph‐based agent for accelerating the computational efficiency of Benders Decomposition. The agent's policy is parameterized by a graph neural network, which takes as input a bipartite graph representation of the master problem and proposes a candidate solution.
Bernard T. Agyeman +3 more
wiley +1 more source
Improved Kalman Filtering Algorithm Based on Levenberg-Marquart Algorithm in Ultra-Wideband Indoor Positioning. [PDF]
Xie C, Fang X, Yang X.
europepmc +1 more source

