Forecasting Climate Change Using a Multivariate Cointegrated System
ABSTRACT A cointegrated vector equilibrium correction model of key climate variables including sea surface temperature, ocean heat content, Arctic sea‐ice extent and sea‐level change is built, driven by radiative forcing in which a stochastic trend arises due to anthropogenic emissions of greenhouse gases.
Jennifer L. Castle +3 more
wiley +1 more source
Machine Learning-Based Framework for Pre-Impact Same-Level Fall and Fall-from-Height Detection in Construction Sites Using a Single Wearable Inertial Measurement Unit. [PDF]
Yuhai O, Cho Y, Mun JH.
europepmc +1 more source
An IoT enabled system for enhanced air quality monitoring and prediction on the edge. [PDF]
Moursi AS +3 more
europepmc +1 more source
Neural‐Initialized Newton: Accelerating Nonlinear Finite Elements via Operator Learning
ABSTRACT We propose a Newton‐based scheme, initialized by neural operator predictions, to accelerate the parametric solution of nonlinear problems in computational solid mechanics. First, a physics‐informed neural operator based on conditional neural fields or Fourier neural operators is trained to approximate the nonlinear parametric solution of the ...
Kianoosh Taghikhani +5 more
wiley +1 more source
Enhanced extreme gradient boosting based algorithm for mobility management of autonomous vehicles from sub 6 GHz to mmWave networks. [PDF]
Majid SI +7 more
europepmc +1 more source
Causal Discovery and Reasoning for Continuous Variables with an Improved Bayesian Network Constructed by Locality Sensitive Hashing and Kernel Density Estimation. [PDF]
Wei C +6 more
europepmc +1 more source
Iterative smoothing for change-point regression function estimation. [PDF]
Thompson JRJ.
europepmc +1 more source
Spatiotemporal glacier retreat on the Tibetan Plateau since the LGMG to early holocene based on compilation of moraine boulder ages. [PDF]
Zheng C +5 more
europepmc +1 more source
Compounded wind gusts and maximum temperature via semiparametric copula in the risk assessments of power blackouts and air conditioning demands for major cities in Canada. [PDF]
Latif S, Ouarda TBMJ.
europepmc +1 more source
Optimized topology control for large-scale IoT networks using graph-based localization. [PDF]
Dey I, Marchetti N.
europepmc +1 more source

