Abstract Network visualization has traditionally relied on heuristic metrics, such as stress, under the assumption that optimizing them leads to aesthetic and informative layouts. However, no single metric consistently produces the most effective results.
X. Li, P. Zhang, X. Wang, H. Shen, Y. Hu
wiley +1 more source
A novel deep learning approach for privacy-preserving encoded EEG-based brain-computer interfaces with clinical LLM applications. [PDF]
Khanam T, Siuly S, Wang K, Wang H.
europepmc +1 more source
Single Line Drawing Generation via Semantics‐Driven Optimization
We present a method for automatically generating single‐line drawings in vector format, guided by a text prompt or an input image. Our approach leverages score distillation sampling to optimize the parameters of a uniform rational B‐spline (URBS) curve, ensuring that the drawing consists of a single continuous stroke by design.
Tanguy Magne +3 more
wiley +1 more source
Hysteresis-aware MEMS neuromorphic networks for embedded sensing and computation. [PDF]
Al Zubi A +7 more
europepmc +1 more source
Advances in 4D Representation: Geometry, Motion, and Interaction
We survey 4D representation through three key pillars — geometry, motion, and interaction — offering a selective, representation‐centric perspective to guide researchers in choosing and customizing the right 4D representation for their tasks. Abstract We present a survey on 4D generation and reconstruction, a fast‐evolving subfield of computer graphics
M. Zhao +7 more
wiley +1 more source
All-optical computing towards 100-GHz clock rates. [PDF]
Li GHY +11 more
europepmc +1 more source
A perspective on automated rapid eye movement sleep assessment
Summary Rapid eye movement sleep is associated with distinct changes in various biomedical signals that can be easily captured during sleep, lending themselves to automated sleep staging using machine learning systems. Here, we provide a perspective on the critical characteristics of biomedical signals associated with rapid eye movement sleep and how ...
Mathias Baumert, Huy Phan
wiley +1 more source
Prioritized nonlinear modeling of shared dynamics across neural populations. [PDF]
Jha T, Song D, Shanechi MM.
europepmc +1 more source
Artificial Intelligence in Orthodontics: Part 1—Basic Concepts
ABSTRACT Artificial intelligence (AI) is increasingly being integrated into orthodontic research and clinical practice. This review paper consists of three parts and aims to establish a foundational understanding of AI concepts for readers from non‐technical backgrounds while familiarising them with its applications and challenges within the field of ...
Fatemeh Sohrabniya +6 more
wiley +1 more source
Physics-Informed Multi-Fidelity Graph Learning for Sequence-Aware Residual Bolt Preload Prediction in Hyperelastic-Sealed Flanges. [PDF]
Wang J, Tan J, Liu Y, Zhong J.
europepmc +1 more source

