An Urban Metro Section Flow Forecasting Method Combining Time Series Decomposition and a Generative Adversarial Network [PDF]
Maosheng Li, Chen Zhang
openalex +1 more source
The graphical abstract outlines the progressive development and impact of stereotactic radiosurgery (SRS) and stereotactic body radiotherapy (SBRT). Technological Evolution illustrates the transition from brachytherapy with single‐dose, LDR/HDR schedules to fractionated radiotherapy, three‐dimensional conformal radiotherapy (3DCRT) and Gamma Knife ...
Jing Zhang +10 more
wiley +1 more source
Ophthalmic Image Synthesis and Analysis with Generative Adversarial Network Artificial Intelligence. [PDF]
Masalkhi M +8 more
europepmc +1 more source
This review first introduces the diversified applications of large language models in materials discovery. Subsequently, the evolution of autonomous experimentation platforms empowered by large language models is analyzed. Finally, four key future research interests are proposed to develop embodied large models for driving autonomous experimentation ...
Zhen Song +6 more
wiley +1 more source
Tabular transformer generative adversarial network for heterogeneous distribution in healthcare. [PDF]
Kang HYJ, Ko M, Ryu KS.
europepmc +1 more source
A Dynamic‐Weighted Deep Transfer Learning Framework for Thermal Conductivity Prediction and Analysis
Leveraging the visual perception of pretrained models, a deep transfer learning framework with dynamic weighting is proposed to bridge natural vision and material microstructures. This strategy achieves a prediction accuracy (R2) of 0.89 and the model demonstrates superior generalization capabilities across multiple material systems, effectively ...
Zhenzhao Zhang +11 more
wiley +1 more source
Unsupervised anomaly detection for gearboxes based on the deep convolutional support generative adversarial network. [PDF]
Zhang C, Guo Z, Li C.
europepmc +1 more source
Conditional Generative Modeling for Enhanced Credit Risk Management in Supply Chain Finance
ABSTRACT The rapid expansion of cross‐border e‐commerce (CBEC) has created significant opportunities for small‐ and medium‐sized sellers, yet financing remains a critical challenge due to their limited credit histories. Third‐party logistics (3PL)‐led supply chain finance (SCF) has emerged as a promising solution, leveraging in‐transit inventory as ...
Qingkai Zhang, L. Jeff Hong, Houmin Yan
wiley +1 more source
Anchor-controlled generative adversarial network for high-fidelity electromagnetic and structurally diverse metasurface design. [PDF]
Zeng Y, Cao H, Jin X.
europepmc +1 more source
Multi‐Agent Reinforcement Learning for Joint Police Patrol and Dispatch
ABSTRACT Police patrol units need to split their time between performing preventive patrol and being dispatched to serve emergency incidents. In the existing literature, patrol and dispatch decisions are often studied separately. We consider joint optimization of these two decisions to improve police operations efficiency and reduce response time to ...
Matthew Repasky, He Wang, Yao Xie
wiley +1 more source

