Results 251 to 260 of about 67,239 (298)

Causal‐Guided Ultra‐Long‐Term Time Series Forecasting Via Anticipated Covariates

Advanced Science, EarlyView.
Often treated as unknown, information from the future remains underutilized.We demonstrate that in a coupled dynamical system, providing the future state of the effect enables accurate forecasting of the cause for a long timesteps. A time series forecasting paradigm that introduces anticipated covariates to represent such known future states is ...
Jintong Zhao, Yufei Liu, Ruixi Huang, Zhongxue Gan, Siyang Leng   +4 more
wiley   +1 more source

Forced oscillation response of the dynamic surface tension of molten titanium. [PDF]

PLoS One
Yu Z, Li W, Dai X, Yang Y, Zhao Y, Song B.   +5 more
europepmc   +1 more source

Polarization Dynamics in Ferroelectrics: Insights Enabled by Machine Learning Molecular Dynamics

Advanced Science, EarlyView.
Machine learning molecular dynamics is presented as a route to capture polarization switching, domain wall kinetics, topological polar textures, and polar mechanical coupling beyond the limits of conventional atomistic methods. This Perspective surveys recent progress and identifies key methodological directions, including long‐range electrostatics ...
Dongyu Bai, Ri He, Junxian Liu, Liangzhi Kou   +3 more
wiley   +1 more source

Spatial Suitability of Peste des Petits Ruminants in North Africa Using Machine-Learning Ecological Niche Modeling. [PDF]

Pathogens
Imanbayeva D, Alkhamis MA, Humphreys JM, Perez AM.   +3 more
europepmc   +1 more source

Forecasting daily bathtub-drowning mortality in Japan: a comparative analysis of statistical, machine learning, and deep learning approaches. [PDF]

Front Public Health
Tai Y, Obayashi K, Yamagami Y, Saeki K.
europepmc   +1 more source

Thermoacoustic wave propagation in hydrodynamic poroelastic media with temperature-dependent thermal conductivity. [PDF]

Sci Rep
Alshehri AM, Lotfy K.
europepmc   +1 more source

Tree-based machine learning methods for predicting vehicle insurance claim size. [PDF]

Front Big Data
Terefe EM, Aga MA.
europepmc   +1 more source

The quantile domain volatility shock transmission between carbon emission trading system and European emerging stock markets: Practical implications for portfolio optimization. [PDF]

PLoS One
Aljughaiman AA, Tabash MI, Issa SS, Almulhim AA.   +3 more
europepmc   +1 more source

Projecting long-term excess risks of major infectious diseases associated with future extreme weather events in Thailand. [PDF]

PLoS Negl Trop Dis
Choo ELW, Ma P, Chow JY, Yim SH, Brady O, Dickens BL, Lim JT.   +6 more
europepmc   +1 more source