A Spatio‐Temporal Dynamics Model for Indoor Environmental Forecasting
Accurate forecasting of indoor environmental conditions is essential for intelligent building operations and comfort‐oriented controls. However, reliable prediction remains challenging due to spatial heterogeneity across sensing locations, complex multi‐modal interactions, and nonstationary temporal dynamics.
Goro Terumichi +3 more
wiley +1 more source
Predictive coding explains asymmetric connectivity in the brain: A neural network study. [PDF]
Khan R +4 more
europepmc +1 more source
Graph neural network‐based attack prediction for communication‐based train control systems
Abstract The Advanced Persistent Threats (APTs) have emerged as one of the key security challenges to industrial control systems. APTs are complex multi‐step attacks, and they are naturally diverse and complex. Therefore, it is important to comprehend the behaviour of APT attackers and anticipate the upcoming attack actions.
Junyi Zhao +3 more
wiley +1 more source
A spiking continuous attractor network for event-driven neuromorphic robot guidance. [PDF]
Aitsam M +4 more
europepmc +1 more source
Highly Configurable Evolutionary Multi‐Objective Optimisation and Application in UAV Path Planning
ABSTRACT Multi‐objective optimisation is crucial in engineering and real‐world decision‐making. Although traditional decomposition‐based approaches such as MOEA/D yield reasonable results, they depend heavily on expert knowledge. Existing MetaBBO approaches partially alleviate this reliance, however, they offer limited configurability and lack real ...
Kaixu Chen +4 more
wiley +1 more source
Evaluating the performance of EEG based on ANN to predict the effectiveness of tDCS combined evaluative conditioning on obsession symptoms reduction in contamination OCD patients: Secondary analysis of data from a randomized controlled trial. [PDF]
Asadollahzadeh Shamkhal F +4 more
europepmc +1 more source
ControlScene: Controllable Text‐to‐3D Scene Generation via Structured Layout Priors
ABSTRACT Text‐to‐3D scene generation has emerged as a promising approach for enabling natural and intuitive 3D content creation through language. However, existing methods often struggle with generating scenes that are semantically faithful, spatially coherent and controllable, primarily due to the lack of grounded spatial reasoning and fine‐grained ...
Ruyi Zhang +5 more
wiley +1 more source
Synergy-based feedforward with minimal feedback control predicts walking over multiple cycles. [PDF]
Williams ST, Li G, Fregly BJ.
europepmc +1 more source
ABSTRACT With growing energy demand and depletion of fossil fuels, renewable energy development is crucial for achieving dual‐carbon goals. This paper focuses on small‐signal modelling and stability analysis of a grid‐connected wind‐PV‐storage system.
Puyu Wang +7 more
wiley +1 more source

