NSTL国家科技图书文献中心

1. Soft cosine and extended cosine adaptation for pre-trained language model semantic vector analysis NSTL国家科技图书文献中心

Ijebu, Funebi Franci... | Liu, Yuanchao ... - 《Applied Soft Computing》 - 2025,169 - 共15页

摘要：Semantic textual analysis is a natural language processing task that has enjoyed several research contributions towards solving diverse real-life problems. Vector comparison is a core subtask in seman...

关键词： Transformer-based model | Large language model | Vector space model | Transfer learning | Semantic textual similarity

2. Stochastic measurement-based multi-cloud consolidation for efficient resource distribution NSTL国家科技图书文献中心

Liu, Yuanchao | Zhao, Dengke ... - 《Measurement》 - 2025,242PC - 115973～ - 共16页

摘要：In distributed cloud systems, due to high computational complexity, existing methods cannot infinitely reduce the measurement interval to obtain the mean demand. However, considering both the unpredic...

关键词： Demand consolidation | Stochasticity | Heterogeneity | Resource charging | Meta-heuristics

3. A spectral bias-error stepwise correction method of plasma image-spectrum fusion based on deep learning for improving the performance of LIBS NSTL国家科技图书文献中心

Zhang, Deng | Ma, Honghua ... - 《Talanta》 - 2025,281 - 共10页

摘要：Poor spectral stability seriously hinders the wide application of laser-induced breakdown spectroscopy (LIBS), so how to improve its stability is the focus, hotspot, and difficulty of current research...

关键词： Spectral instability | Plasma image | Deep learning | Plasma image-spectrum fusion | Laser-induced breakdown spectroscopy

4. Efficient utilization of pre-trained models: A review of sentiment analysis via prompt learning NSTL国家科技图书文献中心

Bu, Kun | Liu, Yuanchao ... - 《Knowledge-based systems》 - 2024,283(Jan.11) - 1.1～1.18 - 共18页

摘要：Sentiment analysis is one of the traditional well-known tasks in Natural Language Processing (NLP) research. In recent years, Pre-trained Models (PMs) have become one of the frontiers of NLP, and the ...

关键词： Sentiment analysis | Prompt learning | Word embedding | Pre-trained models | Natural language processing

5. A particle swarm optimization algorithm based on modified crowding distance for multimodal multi-objective problems NSTL国家科技图书文献中心

Feng, Da | Li, Yan ... - 《Applied Soft Computing》 - 2024,152 - 111280～ - 共15页

摘要：Multimodal multi -objective optimization problems (MMOPs) are commonly encountered in practice. The difficulty in solving MMOPs is obtaining all of the Pareto optimal sets without degrading the perfor...

关键词： MMOPs | Particle swarm optimization | Modified crowding distance | MMEAs | EVOLUTIONARY ALGORITHM | STRATEGY

6. A two-stage evolutionary algorithm assisted by multi-archives for constrained multi-objective optimization NSTL国家科技图书文献中心

Zhang, Wenjuan | Liu, Jianchang ... - 《Applied Soft Computing》 - 2024,162 - 111840～ - 共18页

摘要：Due to the widespread existence of constrained multi -objective optimization problems (CMOPs) in real life, many researchers start to research the constrained multi -objective evolutionary algorithms ...

关键词： Constrained multi-objective optimization | Evolutionary algorithm | Two-stage framework | Multi-archives | GENETIC ALGORITHM

7. Inverse distance weighting and radial basis function based surrogate model for high-dimensional expensive multi-objective optimization NSTL国家科技图书文献中心

Li, Fei | Shang, Zhengkun ... - 《Applied Soft Computing》 - 2024,152 - 111194～ - 共16页

摘要：Radial basis function (RBF) models have attracted a lot of attention in assisting evolutionary algorithms for solving computationally expensive optimization problems. However, most RBFs cannot directl...

关键词： High-dimensional expensive multi-objective | optimization | RBF | Uncertainty estimation | Lower confidence bound | Surrogate-assisted evolutionary algorithm | EVOLUTIONARY ALGORITHM | R2 INDICATOR | APPROXIMATION

8. Correction of spurious phase sign in single closed-fringe demodulation using transformer based Swin-ResUnet NSTL国家科技图书文献中心

Kuang, Yu | Liu, Fengwei ... - 《Optics & Laser Technology》 - 2024,168 - ARTN 109952～ - 共8页

摘要：Single-shot fringe analysis draws extensive attention dues to the possibility for dynamic phase measurement. However, phase extraction from single interferogram with closed fringes is still a difficul...

关键词： Fringe-analysis | Single-shot | Spurious phase sign | Swin transformer | NATURAL DEMODULATION | LOCAL ORIENTATION | INTERFEROGRAM | PATTERNS

9. Study on the inhibitory effect of fermentation extract of Microporus vernicipes on Candida albicans NSTL国家科技图书文献中心

Guo, Huiyang | Liu, Yuanchao ... - 《International microbiology: the official journal of the Spanish Society for Microbiology》 - 2024,27(4) - 1181～1193 - 共13页

摘要：Candida albicans is one of the most common species of Candida, which cause various mucosal and systemic infectious diseases. However, the resistance rate to existing clinical antifungal drugs graduall...

关键词： Candida albicans | M. vernicipes | antifungal | GROWTH

10. Optimization of guide plates and orifice plates on thermal management of battery energy storage system NSTL国家科技图书文献中心

Wang, Guangliang | Gu, Lei ... - 《Applied thermal engineering: Design, processes, equipment, economics》 - 2024,253 - ARTN 123794～ - 共21页

摘要：The performance, state of health and lifetime of the battery energy storage system (BESS) depend heavily on the temperature uniformity between batteries. The BESS is more prone to uneven temperature d...