Skip to Content

Entropy, Volume 27, Issue 10

2025 October - 93 articles

Cover Story: This cover illustrates the study’s framework of combining EEG entropy analysis with machine learning to distinguish psychogenic non-epileptic seizures (PNES) from epileptic seizures (ES). Entropy measures capture changes in neural complexity across interictal and preictal states, showing that entropy in PNES is higher during interictal periods but lower during preictal periods compared with ES. The study workflow includes data collection, preprocessing, entropy computation, channel importance, and classification. This study underscores how entropy dynamics can improve diagnostic differentiation between PNES and ES. View this paper
  • Issues are regarded as officially published after their release is announced to the table of contents alert mailing list .
  • You may sign up for email alerts to receive table of contents of newly released issues.
  • PDF is the official format for papers published in both, html and pdf forms. To view the papers in pdf format, click on the "PDF Full-text" link, and use the free Adobe Reader to open them.

Articles (93)

  • Feature Paper
  • Article
  • Open Access
1 Citations
934 Views
31 Pages

21 October 2025

Mass-balanced compartmental systems defy classical deterministic entropy measures since both metric and topological entropy vanish in dissipative dynamics. By interpreting open compartmental systems as absorbing continuous-time Markov chains that des...

(This article belongs to the Section Information Theory, Probability and Statistics)
  • Article
  • Open Access
1 Citations
1,327 Views
23 Pages

20 October 2025

Due to the interference of artifacts and the nonlinearity of electroencephalogram (EEG) signals, the extraction of representational features has become a challenge in EEG emotion recognition. In this work, we reduce the dimensionality of phase space...

  • Article
  • Open Access
1,471 Views
23 Pages

20 October 2025

This paper develops a nonlinear shrinkage estimation method for higher-order moment matrices within a multifactor model framework and establishes its asymptotic consistency under high-dimensional settings. The approach extends the nonlinear shrinkage...

(This article belongs to the Section Complexity)
  • Article
  • Open Access
1 Citations
920 Views
24 Pages

19 October 2025

In the existing literature, targeting rules are typically determined separately for monetary and fiscal policy. This article proposes a framework for determining targeting rules that account for the policy mix of both monetary and fiscal policy. The...

(This article belongs to the Special Issue Decision Optimization in Information Theory and Game Theory, 2nd Edition)
  • Article
  • Open Access
781 Views
20 Pages

19 October 2025

The two-star random graph is the simplest exponential random graph model with nontrivial interactions between the graph edges. We propose a set of auxiliary variables that control the thermodynamic limit where the number of vertices N tends to infini...

(This article belongs to the Section Statistical Physics)
  • Article
  • Open Access
5 Citations
1,245 Views
20 Pages

19 October 2025

The spread of epidemic-associated panic information through online social platforms, as well as the allocation and utilization of therapeutic defensive resources in reality, directly influences the transmission of infectious diseases. Moreover, how t...

(This article belongs to the Section Complexity)
  • Article
  • Open Access
2 Citations
1,008 Views
21 Pages

Compatibility of a Competition Model for Explaining Eye Fixation Durations During Free Viewing

  • Carlos M. Gómez,
  • María A. Altahona-Medina,
  • Gabriela Barrera and
  • Elena I. Rodriguez-Martínez

18 October 2025

Inter-saccadic times or eye fixation durations (EFDs) are relatively stable at around 250 ms, equivalent to four saccades per second. However, the mean and standard deviation are not sufficient to describe the frequency histogram distribution of EFD....

(This article belongs to the Special Issue Dynamics in Biological and Social Networks)
  • Article
  • Open Access
1 Citations
826 Views
18 Pages

18 October 2025

To address low energy utilization efficiency and severe exergy destruction from direct discharge of high-temperature turbine exhaust, this study proposes a supercritical CO2 Brayton cogeneration system with a series-connected hot water heat exchanger...

(This article belongs to the Special Issue Thermodynamic Optimization of Energy Systems)
  • Article
  • Open Access
973 Views
17 Pages

18 October 2025

Complex human diseases, including cancer, are linked to genetic factors. Genome-wide association studies (GWASs) are powerful for identifying genetic variants associated with cancer but are limited by their reliance on case–control data. We pro...

(This article belongs to the Special Issue Statistical Methods for Modeling High-Dimensional and Complex Data: Second Edition)
  • Article
  • Open Access
1 Citations
1,072 Views
27 Pages

Aggregation in Ill-Conditioned Regression Models: A Comparison with Entropy-Based Methods

  • Ana Helena Tavares,
  • Ana Silva,
  • Tiago Freitas,
  • Maria Costa,
  • Pedro Macedo and
  • Rui A. da Costa

16 October 2025

Despite the advances on data analysis methodologies in the last decades, most of the traditional regression methods cannot be directly applied to large-scale data. Although aggregation methods are especially designed to deal with large-scale data, th...

  • Article
  • Open Access
1 Citations
1,940 Views
26 Pages

16 October 2025

Based on the perspective of multi-stage dynamic competition, this study constructs a discrete dynamic model of price competition between the “direct sales” and “resale” channels in cross-border e-commerce (CBEC) under three bl...

(This article belongs to the Section Multidisciplinary Applications)
  • Article
  • Open Access
1 Citations
1,413 Views
19 Pages

Information-Theoretic Analysis of Selected Water Force Fields: From Molecular Clusters to Bulk Properties

  • Rodolfo O. Esquivel,
  • Hazel Vázquez-Hernández and
  • Alexander Pérez de La Luz

15 October 2025

We present a comprehensive information-theoretic evaluation of three widely used rigid water models (TIP3P, SPC, and SPC/ε) through systematic analysis of water clusters ranging from single molecules to 11-molecule aggregates. Five fundamenta...

(This article belongs to the Special Issue The Information-Theoretic Approach in Density Functional Theory and Beyond)
  • Article
  • Open Access
848 Views
10 Pages

15 October 2025

We investigate how homophily in adherence to anti-epidemic measures affects the final size of epidemics in social networks. Using a modified SIR model, we divide agents into two behavioral groups—compliant and non-compliant—and introduce...

(This article belongs to the Special Issue Spreading Dynamics in Complex Networks)
  • Article
  • Open Access
1 Citations
1,595 Views
18 Pages

15 October 2025

Hypergraphs are powerful tools for modeling complex systems because they naturally encode higher-order interactions. However, most existing hypergraph representation-learning methods still struggle to capture such high-order structures, particularly...

(This article belongs to the Topic Computational Complex Networks)
  • Article
  • Open Access
1,253 Views
16 Pages

15 October 2025

Quantum spin transport in integrable systems reveals a rich nonequilibrium phenomena that challenges the conventional hydrodynamic framework. Recent advances in ultracold atom experiments with state preparation and single-site addressing have enabled...

(This article belongs to the Section Quantum Information)
  • Article
  • Open Access
4 Citations
1,985 Views
21 Pages

14 October 2025

Classification is an important task in the field of machine learning. Decision tree algorithms are a popular choice for handling classification tasks due to their high accuracy, simple algorithmic process, and good interpretability. Traditional decis...

(This article belongs to the Section Multidisciplinary Applications)
  • Article
  • Open Access
2 Citations
935 Views
11 Pages

14 October 2025

We provide a brief discussion regarding relativistic limits on the discretization and temporal resolution of time values in a quantum clock. Our clock is characterized by a time observable chosen to be the complement of a bounded and discrete Hamilto...

(This article belongs to the Special Issue Time in Quantum Mechanics)
  • Article
  • Open Access
2 Citations
760 Views
15 Pages

14 October 2025

We investigate the robustness of transcript-based estimators for properties of interactions against various types of noise, ranging from colored noise to isospectral noise. We observe that all estimators are sensitive to symmetric and asymmetric cont...

(This article belongs to the Special Issue Ordinal Patterns-Based Tools and Their Applications)
  • Article
  • Open Access
1,139 Views
16 Pages

14 October 2025

The study of attack–defense game decision making in critical infrastructure systems confronting intelligent adversaries, grounded in complex network theory, has emerged as a prominent topic in the field of network security. Most existing resear...

(This article belongs to the Section Complexity)
  • Article
  • Open Access
1 Citations
1,067 Views
17 Pages

High-Efficiency Lossy Source Coding Based on Multi-Layer Perceptron Neural Network

  • Yuhang Wang,
  • Weihua Chen,
  • Linjing Song,
  • Zhiping Xu,
  • Dan Song and
  • Lin Wang

14 October 2025

With the rapid growth of data volume in sensor networks, lossy source coding systems achieve high–efficiency data compression with low distortion under limited transmission bandwidth. However, conventional compression algorithms rely on a two&n...

(This article belongs to the Special Issue Next-Generation Channel Coding: Theory and Applications)
  • Article
  • Open Access
8 Citations
1,662 Views
24 Pages

Dynamic MAML with Efficient Multi-Scale Attention for Cross-Load Few-Shot Bearing Fault Diagnosis

  • Qinglei Zhang,
  • Yifan Zhang,
  • Jiyun Qin,
  • Jianguo Duan and
  • Ying Zhou

14 October 2025

Accurate bearing fault diagnosis under various operational conditions presents significant challenges, mainly due to the limited availability of labeled data and the domain mismatches across different operating environments. In this study, an adaptiv...

  • Article
  • Open Access
3 Citations
1,406 Views
18 Pages

CasDacGCN: A Dynamic Attention-Calibrated Graph Convolutional Network for Information Popularity Prediction

  • Bofeng Zhang,
  • Yanlin Zhu,
  • Zhirong Zhang,
  • Kaili Liao,
  • Sen Niu,
  • Bingchun Li and
  • Haiyan Li

14 October 2025

Information popularity prediction is a critical problem in social network analysis. With the increasing prevalence of social platforms, accurate prediction of the diffusion process has become increasingly important. Existing methods mainly rely on gr...

(This article belongs to the Section Multidisciplinary Applications)
  • Feature Paper
  • Article
  • Open Access
2 Citations
1,482 Views
24 Pages

13 October 2025

In this paper, a reduced-complexity cross-domain iterative detection for orthogonal time frequency space (OTFS) modulation is proposed that exploits channel properties in both time and delay–Doppler domains. Specifically, we first show that in...

(This article belongs to the Section Information Theory, Probability and Statistics)
  • Article
  • Open Access
5 Citations
1,889 Views
24 Pages

12 October 2025

The rapid development of the digital economy (DE) provides a new driving force for high-quality tourism development (HQTD). How to coordinate HQTD and DE is an urgent issue to be resolved. In this study, the coupling coordination degree (CCD) between...

(This article belongs to the Section Multidisciplinary Applications)
  • Article
  • Open Access
2 Citations
1,124 Views
23 Pages

Secure and Efficient Lattice-Based Ring Signcryption Scheme for BCCL

  • Yang Zhang,
  • Pengxiao Duan,
  • Chaoyang Li,
  • Haseeb Ahmad and
  • Hua Zhang

12 October 2025

Blockchain-based cold chain logistics (BCCL) systems establish a new logistics data-sharing mechanism with blockchain technology, which destroys the traditional data island problem and promotes cross-institutional data interoperability. However, secu...

  • Article
  • Open Access
2 Citations
1,472 Views
18 Pages

Exact ODE Framework for Classical and Quantum Corrections for the Lennard-Jones Second Virial Coefficient

  • Zhe Zhao,
  • Alfredo González-Calderón,
  • Jorge Adrián Perera-Burgos,
  • Antonio Estrada,
  • Horacio Hernández-Anguiano,
  • Celia Martínez-Lázaro and
  • Yanmei Li

11 October 2025

The second virial coefficient (SVC) of the Lennard-Jones fluid is a cornerstone of molecular theory, yet its calculation has traditionally relied on the complex integration of the pair potential. This work introduces a fundamentally different approac...

(This article belongs to the Collection Foundations of Statistical Mechanics)
  • Article
  • Open Access
2,400 Views
16 Pages

Exploring Ohm’s Law: The Randomness of Determinism

  • Angel Cuadras,
  • Marina Cuadras-Alba and
  • Gaia Cuadras-Alba

11 October 2025

Ohm’s law has become ubiquitous in numerous scientific and technical disciplines. Generally, the subject is introduced to students in secondary school as fundamental technical knowledge. The present study proposes a visual model to facilitate t...

(This article belongs to the Section Multidisciplinary Applications)
  • Article
  • Open Access
2 Citations
1,671 Views
17 Pages

11 October 2025

Epilepsy has diverse seizure types that challenge diagnosis and treatment, requiring automated and accurate classification to improve patient outcomes. Traditional electroencephalogram (EEG)-based diagnosis relies on manual interpretation, which is s...

(This article belongs to the Section Signal and Data Analysis)
  • Article
  • Open Access
1,723 Views
33 Pages

11 October 2025

Although information theory is widely used in neuroscience, its application has primarily been limited to the analysis of neural activity, with much less emphasis on behavioral data. This is despite the fact that the discrete nature of behavioral var...

(This article belongs to the Section Information Theory, Probability and Statistics)
  • Article
  • Open Access
990 Views
14 Pages

10 October 2025

In this presentation, we have identified the domain of equivalence amongst the Boltzmann, Gibbs, and thermodynamic entropies. In this domain, ergodicity is followed even for (i) all nonequilibrium steady states and (ii) those time-dependent nonequili...

(This article belongs to the Special Issue The First Half Century of Finite-Time Thermodynamics)
  • Review
  • Open Access
1 Citations
1,546 Views
17 Pages

10 October 2025

Nearly homogeneous and isotropic turbulence, generated in flows through grids of various forms in wind tunnels or by towing or oscillating grids in stationary samples of classical viscous fluids and the superfluid phases of helium, have played an ess...

(This article belongs to the Special Issue From Order to Disorder: Superfluidity, Stochastic Processes, and the Dynamics of Life—Dedicated to Professor Peter McClintock on the Occasion of His 85th Birthday)
  • Article
  • Open Access
1,256 Views
21 Pages

A Community Detection Model Based on Dynamic Propagation-Aware Multi-Hop Feature Aggregation

  • Chao Lei,
  • Yuzhi Xiao,
  • Sheng Jin,
  • Tao Huang,
  • Chuang Zhang and
  • Meng Cheng

10 October 2025

Community detection is a crucial technique for uncovering latent network structures, analyzing group behaviors, and understanding information dissemination pathways. Existing methods predominantly rely on static graph structural features, while negle...

(This article belongs to the Section Complexity)
  • Article
  • Open Access
1,982 Views
28 Pages

10 October 2025

Controversial events are social incidents that trigger wide discussion and strong emotions, often touching on public interests, moral judgment, or social values. Their diffusion typically involves moral evaluations and affect-laden language. Prior wo...

(This article belongs to the Special Issue Complexity of Social Networks)
  • Feature Paper
  • Article
  • Open Access
2 Citations
1,150 Views
11 Pages

Local Invariance of Divergence-Based Quantum Information Measures

  • Christopher Popp,
  • Tobias C. Sutter and
  • Beatrix C. Hiesmayr

10 October 2025

Quantum information quantities, such as mutual information and entropies, are essential for characterizing quantum systems and protocols in quantum information science. In this contribution, we identify types of information measures based on generali...

(This article belongs to the Section Quantum Information)
  • Comment
  • Open Access
489 Views
3 Pages

10 October 2025

In a recent paper (Entropy 2024, 26, 293), Cimmelli makes use of the constitutive equation of Korteweg fluids to justify the introduction of an extended method to the classical Coleman–Noll procedure. He states that this constitutive equation i...

  • Article
  • Open Access
3 Citations
1,204 Views
24 Pages

Study on a Fault Diagnosis Method for Heterogeneous Chiller Units Based on Transfer Learning

  • Qiaolian Feng,
  • Yongbao Liu,
  • Yanfei Li,
  • Guanghui Chang,
  • Xiao Liang,
  • Yongsheng Su and
  • Gelin Cao

9 October 2025

As the core refrigeration equipment in cooling systems, the operational state of chiller units is crucial for ship support, equipment cooling, and mission stability. However, because of their sensitivity and the complexity of operating environments,...

  • Article
  • Open Access
2 Citations
1,375 Views
28 Pages

9 October 2025

Amidst global imperatives for environmental sustainability, this study investigates the nexus between carbon emissions reduction (CER), ownership structures, and total factor productivity (TFP) in Chinese enterprises—recognized as vital economi...

(This article belongs to the Special Issue Entropy-Based Applications in Economics, Finance, and Management, 4th Edition)
  • Article
  • Open Access
1 Citations
1,247 Views
33 Pages

Applying Entropic Measures, Spectral Analysis, and EMD to Quantify Ion Channel Recordings: New Insights into Quercetin and Calcium Activation of BK Channels

  • Przemysław Borys,
  • Paulina Trybek,
  • Beata Dworakowska,
  • Anna Sekrecka-Belniak,
  • Michał Wojcik and
  • Agata Wawrzkiewicz-Jałowiecka

9 October 2025

Understanding the functional modulation of ion channels by multiple activating substances is critical to grasping stimulus-specific gating mechanisms and possible synergistic or competitive interactions. This study investigates the activation of larg...

(This article belongs to the Special Issue Mathematical Modeling for Ion Channels)
  • Article
  • Open Access
2 Citations
1,851 Views
28 Pages

8 October 2025

Hyperedge prediction is crucial for uncovering higher-order relationships in complex systems but faces core challenges, including unmodeled node influence heterogeneity, overlooked hyperedge order effects, and data sparsity. This paper proposes Order...

(This article belongs to the Section Complexity)
  • Article
  • Open Access
2 Citations
1,746 Views
16 Pages

8 October 2025

Bitcoin transaction anomaly detection is essential for maintaining financial market stability. A significant challenge is capturing the dynamically evolving transaction patterns within transaction networks. Dynamic graph models are effective for char...

(This article belongs to the Section Complexity)
  • Feature Paper
  • Article
  • Open Access
4 Citations
2,174 Views
20 Pages

EEG Complexity Analysis of Psychogenic Non-Epileptic and Epileptic Seizures Using Entropy and Machine Learning

  • Hesam Shokouh Alaei,
  • Samaneh Kouchaki,
  • Mahinda Yogarajah and
  • Daniel Abasolo

7 October 2025

Psychogenic non-epileptic seizures (PNES) are often misdiagnosed as epileptic seizures (ES), leading to inappropriate treatment and delayed psychological care. To address this challenge, we analysed electroencephalogram (EEG) data from 74 patients (4...

(This article belongs to the Special Issue Entropy Analysis of ECG and EEG Signals)
  • Article
  • Open Access
698 Views
13 Pages

Secure Virtual Network Provisioning over Key Programmable Optical Networks

  • Xiaoyu Wang,
  • Hao Jiang,
  • Jianwei Li and
  • Zhonghua Liang

7 October 2025

Virtual networks have emerged as a promising solution for enabling diverse users to efficiently share bandwidth resources over optical network infrastructures. Despite the invention of various schemes aimed at ensuring secure isolation among virtual...

(This article belongs to the Section Quantum Information)
  • Article
  • Open Access
3 Citations
2,922 Views
28 Pages

7 October 2025

We present a quantitative theory of contraction and expansion cycles within the Quantum Memory Matrix (QMM) cosmology. In this framework, spacetime consists of finite-capacity Hilbert cells that store quantum information. Each non-singular bounce add...

(This article belongs to the Special Issue Modified Gravity: From Black Holes Entropy to Current Cosmology, 4th Edition)
  • Article
  • Open Access
1 Citations
1,584 Views
32 Pages

7 October 2025

The design of informatively rich input signals is essential for accurate system identification, yet classical Fisher-information-based methods are inherently local and often inadequate in the presence of significant model uncertainty and non-linearit...

(This article belongs to the Section Signal and Data Analysis)
  • Feature Paper
  • Article
  • Open Access
1 Citations
1,000 Views
18 Pages

6 October 2025

We investigate the thermoelectric response of single-molecule junctions composed of acyclic cross-conjugated molecules, including dendralene analogues and related iso-poly(diacetylene) (iso-PDA) motifs, in which node-possessing repeat units are conne...

(This article belongs to the Section Thermodynamics)
  • Article
  • Open Access
1,520 Views
12 Pages

4 October 2025

In this paper, we apply an information-theoretic method proposed by Ryabko and Savina (therefore called the RS-method), based on the use of data compression, to recognize the individual author’s style of a writer across four languages from diff...

(This article belongs to the Section Information Theory, Probability and Statistics)
  • Article
  • Open Access
901 Views
15 Pages

Multiscale Permutation Time Irreversibility Analysis of MEG in Patients with Schizophrenia

  • Dengxuan Bai,
  • Muxuan Xue,
  • Yining Wang,
  • Zhen Zhang,
  • Xiaoli Chen,
  • Wenpo Yao and
  • Jun Wang

4 October 2025

The use of questionnaire survey results as a clinical diagnostic method for schizophrenia lacks a certain degree of objectivity; thus, markers of schizophrenia in different brain signals have been widely investigated. The objective of this investigat...

(This article belongs to the Section Entropy and Biology)
  • Feature Paper
  • Article
  • Open Access
1 Citations
3,448 Views
15 Pages

3 October 2025

This paper deals with J. A. Wheeler’s proposal that each piece of reality owes its existence to observation—an approach to physics, which implies that all physical entities at their bottom are informational in character. Focusing on the d...

(This article belongs to the Special Issue The Landauer Principle in Physics, Biophysics, Engineering and Computer Science: From Foundations of Thermodynamics to Computer Engineering)
  • Feature Paper
  • Article
  • Open Access
732 Views
14 Pages

2 October 2025

The appearance of a negative mass term in the classical, non-relativistic Klein–Gordon equation deduced from mechanical interactions describes a repulsive interaction. In the case of a traveling wave, this results in an increase in amplitude an...

(This article belongs to the Special Issue Dissipative Physical Dynamics)

of 2

XFacebookLinkedIn
Entropy - ISSN 1099-4300