NSTL国家科技图书文献中心

1. RefineStyle: Dynamic Convolution Refinement for StyleGAN NSTL国家科技图书文献中心

Siwei Xia | Xueqi Hu ... - 《Pattern Recognition and Computer Vision,Part IX》 - Chinese Conference on Pattern Recognition and Computer Vision - 2025, - 422～436 - 共15页

摘要：In StyleGAN, convolution kernels are shaped by both static parameters shared across images and dynamic modulation factors w~+ ∈ W~+ specific to each image. Therefore, W~+ space is often used for image...

关键词： Computer vision | Generative models | GAN inversion | Domain adaptation

2. Extended-state Kalman filter-based model predictive control and energy-saving performance analysis of a coal-fired power plant NSTL国家科技图书文献中心

Mengmeng Guo | Yongsheng Hao ... - 《Energy》 - 2025,314(Jan.1) - 134169.1～134169.14 - 共14页

摘要：Faced with the high penetration of renewable energy sources, coal-fired power plants (CFPPs) are confronted with flexible requirements and the challenge of energy-saving transformation. To this end, t...

关键词： Model predictive control | Extended-state Kalman filter | Energy-saving analysis | Dynamic exergy analysis | Coal-fired power plant

3. Rational Regulation of High-Entropy Perovskite Oxides through Hole Doping for Efficient Oxygen Electrocatalysis NSTL国家科技图书文献中心

Gaoliang Fu | Ruipeng Hou ... - 《ACS applied materials & interfaces》 - 2025,17(5) - 7860～7869 - 共10页

摘要：Due to the high configuration entropy,unique atomic arrangement,and electronic structures,high-entropy materials are being actively pursued as bifunctional catalysts for both the oxygen reduction reac...

关键词： zinc-air batteries | bifunctional catalysts | high-entropy perovskites | hole doping | electronic structure

4. Day-ahead hourly electricity load forecasting based on long short-term memory neural networks: a comparison study NSTL国家科技图书文献中心

Qianying Zhang | Junqiu Yuan ... - 《International journal of systems,control and communications》 - 2025,16(1) - 45～61 - 共17页

摘要：Electricity load forecasting (ELF) is crucial for the economic planning of power systems. Due to its time-series essence, long short-term memory neural network (LSTM) is considered as a promising solu...

关键词： electricity load forecasting | ELF | long short-term memory | LSTM | day-ahead prediction

5. Automobile exterior emotional design method based on deep learning and multiple views imagery integrating calculation NSTL国家科技图书文献中心

Su Wang | Yuelin Liu ... - 《Expert Systems with Application》 - 2025,262(Mar.) - 125577.1～125577.17 - 共17页

摘要：In the context of the increasingly dynamic experience economy, users' emotional experience with automobile has become a leading factor in consumption, making automobile exterior crucial carriers of em...

关键词： Automobile exterior emotion design | User emotional needs | Kansei engineering (KE) | ResNet101 -Attention | Multiple views imagery | LoRA

6. Temporal Insight Enhancement: Mitigating Temporal Hallucination in Video Understanding by Multimodal Large Language Models NSTL国家科技图书文献中心

Li Sun | Liuan Wang ... - 《Pattern Recognition,Part VII》 - International Conference on Pattern Recognition - 2025, - 455～473 - 共19页

摘要：Recent advancements in Multimodal Large Language Models (MLLMs) have enabled to process diverse input modalities, leading to significantly better understanding of multimedia contents. However, underst...

关键词： Multimodal language model | Temporal hallucination | Correction | Iconic action

7. MPC-Guided Deep Reinforcement Learning for Optimal Charging of Lithium-Ion Battery With Uncertainty NSTL国家科技图书文献中心

Zhipeng Zhu | Guangzhong Dong ... - 《IEEE transactions on transportation electrification》 - 2025,11(1) - 4408～4419 - 共12页

摘要：Ensuring the safe and fast charging of lithium-ion battery (LIB) is a pivotal technology that plays a key role in advancing the wide application of electric vehicles (EVs). Currently, the majority of ...

关键词： Batteries | Mathematical models | Uncertainty | Safety | Heuristic algorithms | Transportation | Training

8. Photon Absorption Effects on the Transient Carrier Dynamics in High-Purity 4H-SiC PCSS NSTL国家科技图书文献中心

Shengtao Chen | Ming Xu ... - 《IEEE Electron Device Letters》 - 2025,46(2) - 278～281 - 共4页

摘要：Photon absorption is a key factor for the transient output characteristics of silicon carbide photoconductive semiconductor switch (SiC PCSS), which is determined by the effective photo flux in the su...

关键词： Electrons | Electric fields | Transient analysis | Switches | Silicon carbide | Electron devices | Voltage | Optical pulses | Electrodes | Absorption

9. Offshore Wind‐Hydrogen Systems Fault Detection Based on CNN‐BiLSTM‐AM Algorithm NSTL国家科技图书文献中心

Tianxiang Zhao | Li Sun ... - 《Quality and reliability engineering international》 - 2025,41(3) - 1092～1107 - 共16页

摘要：ABSTRACT This study presents a novel deep learningbased approach for fault detection in offshore windhydrogen systems. A fault detection model is developed using convolutional neural networks (CNNs), ...

关键词： deep learning | fault detection | floating offshore windhydrogen system

10. The application of cloud characteristic parameters in the identification of potential area of artificial precipitation enhancement during spring vortex processes NSTL国家科技图书文献中心

Mengjia Zhang | Li Sun ... - 《Sixth International Conference on Geoscience and Remote Sensing Mapping (GRSM 2024),Part One of Two Parts》 - International Conference on Geoscience and Remote Sensing Mapping - 2025, - 135061L.1～135061L.11 - 共11页

摘要：To improve the scientific approach of precipitation enhancement operations during low vortex weather processes, this study utilizes the actual data from eight spring low vortex precipitation processes...