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 +4 more
wiley +1 more source
Artificial intelligence in periodontal disease research: a bibliometric and visualized analysis of global research trends (2007-2025). [PDF]
Saudi Dent JZhou W +6 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 +3 more
wiley +1 more source
Next generation preventive neurology: how artificial intelligence and machine learning are reshaping Alzheimer's disease research. [PDF]
Behav Brain FunctSingh S +8 more
europepmc +1 more source
Advanced Science, EarlyView.Here, we present an optoelectronic synaptic memtransistor (OSMT) integrating photoresponsive IGZO with contact‐engineered HfO2, enabling electrically and optically tunable synaptic weights. The device demonstrates broad range of tunable conductance states and array‐level image processing, highlighting its potential for intelligent machine vision ...
Donghyun Kang +6 more
wiley +1 more source
Compositionality and systematicity emerge from iterated learning in deep linear networks. [PDF]
Proc Natl Acad Sci U S AJarvis D, Klein R, Rosman B, Saxe AM.
europepmc +1 more source
Advanced Science, EarlyView.A biomimetic hydrogel (HPC@Gel) was developed for traumatic brain injury repair by combining oxygen‐carrying hemoglobin nanoparticles and anti‐inflammatory carbon quantum dots within a brain‐like matrix. The system alleviated hypoxia, reduced harmful neuroimmune signaling, protected neurons, supported neural regeneration, and improved neurological and ...
Peng Liu +12 more
wiley +1 more source
A Scoping Review of Artificial Intelligence in Ocular Oncology. [PDF]
Cancers (Basel)Vempuluru VS, Kaliki S.
europepmc +1 more source
Advanced Science, EarlyView.Correcting the apparent priming effect resolves systematic biases in Asian rice fertilizer nitrogen accounting. Net soil retention drops below 7%, while 48% of fertilizer escapes, inflicting US$98.53 billion in annual reactive‐nitrogen damages. High‐resolution mapping uncovers N‐risk archetypes across 42% of the rice area, delivering a spatially ...
Xiuyun Liu +5 more
wiley +1 more source
AI-driven digital holographic microscopy for label-free quantitative cellular analysis: toward low-cost and field-deployable platforms. [PDF]
Biomed Opt ExpressMoon I, Javidi B.
europepmc +1 more source