期刊名：Entropy

期刊主页：https://www.mdpi.com/journal/entropy

综述文章在塑造研究方向方面发挥着至关重要的作用，它们通过综合现有知识、指出研究空白以及为未来的创新奠定基础来实现这一目标。我们很荣幸与您分享发表在Entropy期刊上的一系列高引综述文章。

1. Spin-Based Quantum Energy Devices: From Quantum Thermal Machines to Quantum Batteries

基于自旋的量子能量器件：从量子热机到量子电池

Suman Chand, Riccardo Grazi, Niccolò Traverso Ziani and Dario Ferraro

https://www.mdpi.com/1099-4300/28/4/396

Chand, S.; Grazi, R.; Traverso Ziani, N.; Ferraro, D. Spin-Based Quantum Energy Devices: From Quantum Thermal Machines to Quantum Batteries. Entropy 2026, 28, 396. https://doi.org/10.3390/e28040396

2. Human-in-the-Loop Artificial Intelligence: A Systematic Review of Concepts, Methods, and Applications

人在回路中的人工智能：概念、方法与应用的系统性综述

Konstantinos Lazaros, Aristidis G. Vrahatis and Sotiris Kotsiantis

https://www.mdpi.com/1099-4300/28/4/377

Lazaros, K.; Vrahatis, A.G.; Kotsiantis, S. Human-in-the-Loop Artificial Intelligence: A Systematic Review of Concepts, Methods, and Applications. Entropy 2026, 28, 377. https://doi.org/10.3390/e28040377

3. The KPZ Equation of Kinetic Interface Roughening: A Variational Perspective

动力学界面粗糙化的 KPZ 方程：变分视角

Horacio S. Wio, Roberto R. Deza, Jorge A. Revelli, Rafael Gallego, Reinaldo García-García and Miguel A. Rodríguez

https://www.mdpi.com/1099-4300/28/1/55

Wio, H.S.; Deza, R.R.; Revelli, J.A.; Gallego, R.; García-García, R.; Rodríguez, M.A. The KPZ Equation of Kinetic Interface Roughening: A Variational Perspective. Entropy 2026, 28, 55. https://doi.org/10.3390/e28010055

4. Review of Recent (2015–2024) Popular Entropy Definitions Applied to Physiological Signals

近期（2015–2024）常用熵定义在生理信号中的应用综述

Dimitrios Platakis and George Manis

https://www.mdpi.com/1099-4300/27/9/983

Platakis, D.; Manis, G. Review of Recent (2015–2024) Popular Entropy Definitions Applied to Physiological Signals. Entropy 2025, 27, 983. https://doi.org/10.3390/e27090983

5. On Enthalpy–Entropy Compensation Characterizing Processes in Aqueous Solution

关于表征水溶液中过程的焓–熵补偿

Fiorella Mancini and Giuseppe Graziano

https://www.mdpi.com/1099-4300/27/7/716

Mancini, F.; Graziano, G. On Enthalpy–Entropy Compensation Characterizing Processes in Aqueous Solution. Entropy 2025, 27, 716. https://doi.org/10.3390/e27070716

6. Information Theory Meets Quantum Chemistry: A Review and Perspective

信息论与量子化学的交汇：综述与展望

Yilin Zhao, Dongbo Zhao, Chunying Rong, Shubin Liu and Paul W. Ayers

https://www.mdpi.com/1099-4300/27/6/644

Zhao, Y.; Zhao, D.; Rong, C.; Liu, S.; Ayers, P.W. Information Theory Meets Quantum Chemistry: A Review and Perspective. Entropy 2025, 27, 644. https://doi.org/10.3390/e27060644

7. A Survey on Semantic Communications in Internet of Vehicles

车联网语义通信综述

Sha Ye, Qiong Wu, Pingyi Fan and Qiang Fan

https://www.mdpi.com/1099-4300/27/4/445

Ye, S.; Wu, Q.; Fan, P.; Fan, Q. A Survey on Semantic Communications in Internet of Vehicles. Entropy 2025, 27, 445. https://doi.org/10.3390/e27040445

8. Algorithmic Approaches for Assessing Multiscale Irreversibility in Time Series: Review and Comparison

时间序列多尺度不可逆性评估的算法方法：综述与比较

Massimiliano Zanin and David Papo

https://www.mdpi.com/1099-4300/27/2/126

Zanin, M.; Papo, D. Algorithmic Approaches for Assessing Multiscale Irreversibility in Time Series: Review and Comparison. Entropy 2025, 27, 126. https://doi.org/10.3390/e27020126

9. Entropy and Complexity Tools Across Scales in Neuroscience: A Review

神经科学跨尺度的熵与复杂性工具：综述

Rodrigo Cofré and Alain Destexhe

https://www.mdpi.com/1099-4300/27/2/115

Cofré, R.; Destexhe, A. Entropy and Complexity Tools Across Scales in Neuroscience: A Review. Entropy 2025, 27, 115. https://doi.org/10.3390/e27020115

10. Applications of Entropy in Data Analysis and Machine Learning: A Review

熵在数据分析与机器学习中的应用：综述

Salomé A. Sepúlveda-Fontaine and José M. Amigó

https://www.mdpi.com/1099-4300/26/12/1126

Sepúlveda-Fontaine, S.A.; Amigó, J.M. Applications of Entropy in Data Analysis and Machine Learning: A Review. Entropy 2024, 26, 1126. https://doi.org/10.3390/e26121126

11. Machine Learning Advances in High-Entropy Alloys: A Mini-Review

高熵合金中的机器学习进展：小型综述

Yibo Sun and Jun Ni

https://www.mdpi.com/1099-4300/26/12/1119

Sun, Y.; Ni, J. Machine Learning Advances in High-Entropy Alloys: A Mini-Review. Entropy 2024, 26, 1119. https://doi.org/10.3390/e26121119

12. A Roadmap for NF-ISAC in 6G: A Comprehensive Overview and Tutorial

6G 中 NF-ISAC 的发展路线图：全面概述与教程

Azar Hakimi, Diluka Galappaththige and Chintha Tellambura

https://www.mdpi.com/1099-4300/26/9/773

Hakimi, A.; Galappaththige, D.; Tellambura, C. A Roadmap for NF-ISAC in 6G: A Comprehensive Overview and Tutorial. Entropy 2024, 26, 773. https://doi.org/10.3390/e26090773

13. Monte Carlo Based Techniques for Quantum Magnets with Long-Range Interactions

具有长程相互作用的量子磁体的蒙特卡罗方法

Patrick Adelhardt, Jan A. Koziol, Anja Langheld and Kai P. Schmidt

https://www.mdpi.com/1099-4300/26/5/401

Adelhardt, P.; Koziol, J.A.; Langheld, A.; Schmidt, K.P. Monte Carlo Based Techniques for Quantum Magnets with Long-Range Interactions. Entropy 2024, 26, 401. https://doi.org/10.3390/e26050401

14. To Compress or Not to Compress—Self-Supervised Learning and Information Theory: A Review

压缩还是不压缩——自监督学习与信息论：综述

Ravid Shwartz Ziv and Yann LeCun

https://www.mdpi.com/1099-4300/26/3/252

Shwartz Ziv, R.; LeCun, Y. To Compress or Not to Compress—Self-Supervised Learning and Information Theory: A Review. Entropy 2024, 26, 252. https://doi.org/10.3390/e26030252

15. Theories of Relativistic Dissipative Fluid Dynamics

相对论耗散流体动力学理论

Gabriel S. Rocha, David Wagner, Gabriel S. Denicol, Jorge Noronha and Dirk H. Rischke

https://www.mdpi.com/1099-4300/26/3/189

Rocha, G.S.; Wagner, D.; Denicol, G.S.; Noronha, J.; Rischke, D.H. Theories of Relativistic Dissipative Fluid Dynamics. Entropy 2024, 26, 189. https://doi.org/10.3390/e26030189

For more information, please visit the Entropy journal website: https://www.mdpi.com/journal/entropy

期刊介绍

主编：Prof. Dr. Kevin H. Knuth, Department of Physics, University at Albany, 1400 Washington Avenue, Albany, NY 12222, USA

Entropy (ISSN 1099-4300) 是一个国际型开放获取英文学术期刊，主要发表熵和信息论的相关文章，涉及学科领域有：热力学、统计力学、信息论、生物物理学、天体物理学及宇宙学、量子信息和复杂体系等。期刊目前已被Scopus, SCIE (Web of Science), Inspec, PubMed, PMC, Astrophysics Data System等多个数据库收录。

2025 Impact Factor：2.1

2025 CiteScore：4.9

Time to First Decision：21.5 Days

Acceptance to Publication：2.6 Days