Deep Reinforcement Learning‐Based Control for Real‐Time Hybrid Simulation of Civil Structures
ABSTRACT Real‐time Hybrid Simulation (RTHS) is a cyber‐physical technique that studies the dynamic behavior of a system by combining physical and numerical components that are coupled through a boundary condition enforcer. In structural engineering, the numerical components are subjected to environmental loads that become dynamic displacements of the ...
Andrés Felipe Niño +6 more
wiley +1 more source
Transfer learning for T-cell response prediction. [PDF]
Stadelmaier J, Malone B, Eggeling R.
europepmc +1 more source
Machine learning provides a unifying framework to connect structure, fluorescence properties, and applications of carbon‐based quantum dots. This review highlights how data‐driven strategies enable fluorescence regulation, reveal underlying mechanisms, and accelerate the rational design of functional carbon dots.
Liangfeng Chen +8 more
wiley +1 more source
Individualized Treatment Effect Inference of Head and Neck Cancer with Multimodal Data. [PDF]
Wei Y +5 more
europepmc +1 more source
This study investigates the integration of synthetic imagery, created with diffusion‐based models, to supplement limited training data and improve muskox (Ovibos moschatus) detection in zero‐shot (ZS) and few‐shot (FS) settings. ZS models detected more than 80% of muskoxen in real images, confirming the potential of synthetic data as a substitute for ...
Simon Durand +4 more
wiley +1 more source
STGAD: Self-temporal generative adversarial framework with transformer attention for unsupervised multivariate time-series anomaly detection and localization. [PDF]
Liao X, Deng W, Ma H, Mu Y.
europepmc +1 more source
CCIW: Cover-Concealed Image Watermarking for Dual Protection of Privacy and Copyright. [PDF]
Li R, Wang S, Li M, Ren H.
europepmc +1 more source
Auto-segmentation and dose accuracy evaluation of synthetic computed tomography generated from pelvis cone-beam computed tomography images using a cycle-generative adversarial network with a novel loss function. [PDF]
Anbumani S +7 more
europepmc +1 more source
Large reasoning models are autonomous jailbreak agents. [PDF]
Hagendorff T, Derner E, Oliver N.
europepmc +1 more source
Few-shot crop pests and diseases recognition based on adversarial augmentation and task interpolation. [PDF]
Wang K, Fei X, Su L, Fang T, Shen H.
europepmc +1 more source

