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Entropy publishes Special Issues to create collections of papers on specific topics, with the aim of building a community of authors and readers to discuss the latest research and develop new ideas and research directions. Special Issues are led by Guest Editors, who are experts on the topic and all Special Issue submissions follow MDPI's standard editorial process. The journal’s Editor-in-Chief and/or designated Editorial Board Member will oversee Guest Editor appointments and Special Issue proposals, checking their content for relevance and ensuring the suitability of the material for the journal. The papers published in a Special Issue will be collected and displayed on a dedicated page of the journal’s website. Further information on MDPI's Special Issue policies and Guest Editor responsibilities can be found here. For any inquiries related to a Special Issue, please contact the Editorial Office.

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Integrated Sensing and Communications for Distributed Virtualized MIMO Networks
edited by Yair Noam
submission deadline 25 Apr 2025 | Viewed by 419 | Submission Open
Keywords: integrated sensing and communication (ISAC); cell-free MIMO; distributed MIMO; information theory; performance bounds; Cloud Radio Access Network (C-RAN); throughput analysis; target and channel tracking; beamforming; reconfigurable intelligent surfaces
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Information-Theoretic Approaches for Machine Learning and AI
edited by and Linqi Song
submission deadline 25 Apr 2025 | Viewed by 369 | Submission Open
Keywords: information theory; coding theory; data compression; quantum computing; semantic information theory; statistical learning theory; reinforcement learning; large language models; federated learning; security and privacy; unbiasedness and fairness
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Assessing Complexity in Physiological Systems through Biomedical Signals Analysis II submission deadline 30 Apr 2025 | 11 articles | Viewed by 20909 | Submission Open
Keywords: entropy; fractals; multiscale analysis; linear and nonlinear prediction; self-organization; chaos; information dynamics; symbolic dynamics; nonlinearity; heart rate variability; EEG
(This special issue belongs to the Section Entropy and Biology)
Information Theory and Coding for Image/Video Processing
edited by Ofer Hadar and Shevach Riabtsev
submission deadline 30 Apr 2025 | 7 articles | Viewed by 15370 | Submission Open
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Advances in Quantum Thermodynamics
edited by Lucas Chibebe Céleri and Norton G. De Almeida
submission deadline 30 Apr 2025 | 6 articles | Viewed by 9741 | Submission Open
(This special issue belongs to the Section Thermodynamics)
Foundations of Goal-Oriented Semantic Communication in Intelligent Networks submission deadline 30 Apr 2025 | 4 articles | Viewed by 9589 | Submission Open
Keywords: goal-oriented compression; information bottleneck methods; goal-oriented joint source channel coding; information theoretic coordination; networked control systems; age of information; value of information; neuromorphic computing; semantic entropy; knowledge graphs; natural language processing; distributed function computation; machine learning; information theory; security and privacy aspects; game-theoretical models
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Applied Thermodynamics and Heat Transfer II
edited by
submission deadline 30 Apr 2025 | 3 articles | Viewed by 6519 | Submission Open
Keywords: applied thermodynamics; heat transfer; power generation; cooling; heating; ventilation; and air conditioning (HVAC); computational fluid dynamics; green building; energy saving
(This special issue belongs to the Section Thermodynamics)
Robustness and Resilience of Complex Networks
edited by Daniele Proverbio and Stefano Boccaletti
submission deadline 30 Apr 2025 | 4 articles | Viewed by 5875 | Submission Open
Keywords: networks; robustness; resilience; complex systems; systems biology; engineering; control theory; ecology; management science; information theory; bifurcations; non-equilibrium; early warning signals; tipping points; monotone systems
(This special issue belongs to the Section Complexity)
Recent Advances in the Theory of Nonlinear Lattices
edited by Lars English and Faustino Palmero
submission deadline 30 Apr 2025 | 4 articles | Viewed by 5702 | Submission Open
Keywords: nonlinear lattices; solitons; rogue waves; topological excitations; chiral edge states; PT symmetry; non-Hermitian physics; flat band physics; energy localization/transport; fractional lattice models
(This special issue belongs to the Section Statistical Physics)
Advances in Information and Coding Theory, the Third Edition
edited by
submission deadline 30 Apr 2025 | 8 articles | Viewed by 4035 | Submission Open
Keywords: information-theoretic methods; coding techniques; distributed storage; cloud computing; machine learning; data analysis; wireless communications; networking; emerging applications
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Semantic Information Theory
edited by Meixia Tao, and Youlong Wu
submission deadline 30 Apr 2025 | 6 articles | Viewed by 2075 | Submission Open
Keywords: semantic metric; information bottleneck; rate-distortion-perception trade-off; remote source coding; joint source– channel coding; task-oriented communications; AI-based communications; end-to-end communications; multi-modality communications
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Statistical Physics Approaches for Modeling Human Social Systems
edited by and
submission deadline 30 Apr 2025 | 2 articles | Viewed by 1668 | Submission Open
Keywords: complex systems; statistical mechanics; social systems; social networks; human dynamics; agent-based modeling; data-driven modeling; human mobility patterns; innovation diffusion; socioeconomic systems; dynamics on/of networks; political polarization
(This special issue belongs to the Section Statistical Physics)
Robustness of Graph Neural Networks
edited by Irwin King and Ziqiao Meng
submission deadline 30 Apr 2025 | 2 articles | Viewed by 1653 | Submission Open
Keywords: robust GNN architecture; GNN robustness to noises; graph dataset biases; GNNs and information theory; scalable and reliable GNNs; adversarial robustness; out-of-distribution; robustness to group transformations; robust GNNs on social networks analysis; robust GNNs on point cloud; robust GNNs on protein; molecules and materials
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Quantum Resource Theories: From Entanglement to Time Correlations and Measurement-Induced Noise
edited by and
submission deadline 30 Apr 2025 | 1 articles | Viewed by 1595 | Submission Open
Keywords: quantum correlations; quantum Markov processes; quantum finite-state machines; quantum bounds; causality; complexity; hypothesis testing
(This special issue belongs to the Section Quantum Information)
The First Half Century of Finite-Time Thermodynamics submission deadline 30 Apr 2025 | 2 articles | Viewed by 1368 | Submission Open
Keywords: finite-time thermodynamics; thermodynamic geometry; control thermodynamics; optimization; thermodynamic bounds; optimal control modeling; efficiency; wide range of applicability of the concepts in chemistry; physics; quantum; engineering; economics; biology; etc.
(This special issue belongs to the Section Thermodynamics)
Entropy in Biomedical Engineering, 3rd Edition
edited by
submission deadline 30 Apr 2025 | 2 articles | Viewed by 1215 | Submission Open
Keywords: entropy; approximate entropy; sample entropy; nonlinear analysis; biomedical engineering; entropy in biomedical applications; entropy in biomedical signals analysis; entropy in biomedical imaging; entropy in machine learning; fast computation of entropy
(This special issue belongs to the Section Multidisciplinary Applications)
Interfacing with Quantum Information Processors—Readout and Control
edited by Benjamin Lienhard and N. Anders Petersson
submission deadline 30 Apr 2025 | Viewed by 447 | Submission Open
Keywords: quantum information processing; quantum processor characterization; quantum processor calibration; quantum control; quantum measurement; quantum error mitigation; quantum error suppression; quantum error correction; machine learning for quantum computing
(This special issue belongs to the Section Quantum Information)
Information-Theoretic Methods in Computational Neuroscience
edited by , John Beggs, and Jared Salisbury
submission deadline 30 Apr 2025 | Viewed by 373 | Submission Open
Keywords: maximum entropy models; information theory; criticality in neural systems; information-theoretic quantities; Information-theoretic normative theories
(This special issue belongs to the Section Entropy and Biology)
Thermodynamics of Interfaces
edited by Christopher Balzer and Tapio Ala-Nissila
submission deadline 30 Apr 2025 | Viewed by 282 | Submission Open
Keywords: interfacial thermodynamics; soft matter; phase transitions; confined systems; self-assembly
(This special issue belongs to the Section Statistical Physics)
Recent Advances in Superconducting Quantum Computing
edited by Zheng-Hang Sun and
submission deadline 30 Apr 2025 | Viewed by 239 | Submission Open
Keywords: superconducting qubits; quantum computation; quantum simulation; quantum algorithm; variational quantum eigensolver; quantum chemistry; quantum control; quantum thermalization; many-body localization; quantum error correction
(This special issue belongs to the Section Quantum Information)
Non-Extensive Entropies: Properties and Applications submission deadline 30 Apr 2025 | Viewed by 205 | Submission Open
Keywords: non-extensive entropy; thermodynamics; dark energy; dark matter; inflation; cosmological tensions; quantum gravity; observational cosmology; cosmological constant
(This special issue belongs to the Section Astrophysics, Cosmology, and Black Holes)
Unstable Hamiltonian Systems and Scattering Theory
edited by
submission deadline 1 May 2025 | 1 articles | Viewed by 1190 | Submission Open
Keywords: classical instability; chaos; quantum instability; decaying systems; semigroups; symmetries
(This special issue belongs to the Section Non-equilibrium Phenomena)
Ising Model—100 Years Old and Still Attractive
edited by
submission deadline 10 May 2025 | 1 articles | Viewed by 739 | Submission Open
Keywords: spin models; statistical mechanics; Monte Carlo simulations; phase transitions; sociophysics; econophysics; artificial intelligence; machine learning; inference; computational biology; neuroscience; optimization
(This special issue belongs to the Section Statistical Physics)
Complexity Characteristics of Natural Language
edited by , and Tomasz Stanisz
submission deadline 15 May 2025 | 5 articles | Viewed by 6272 | Submission Open
Keywords: natural language; complexity; hierarchical organization; long-range correlations; time series analysis; scaling laws; multifractals; complex networks; large language models; natural language generation
(This special issue belongs to the Section Complexity)
Entropy-Based Fault Diagnosis: From Theory to Applications
edited by , Ling Xiang, and
submission deadline 15 May 2025 | 3 articles | Viewed by 1617 | Submission Open
Keywords: information entropy; sample entropy; permutation entropy; fuzzy entropy; dispersion entropy; hierarchical entropy; multiscale entropy; condition monitoring; fault diagnosis; fault prognostics; anomaly detection; feature extraction; machinery equipment
(This special issue belongs to the Section Signal and Data Analysis)
Universality Classes of Synchronization Phase Transitions
edited by and Shengfeng Deng
submission deadline 19 May 2025 | 2 articles | Viewed by 1879 | Submission Open
(This special issue belongs to the Section Statistical Physics)
Time Series Analysis in Earthquake Complex Networks submission deadline 20 May 2025 | 8 articles | Viewed by 10888 | Submission Open
Keywords: complex systems; laboratory fracture and earthquake process models; nonlinear dynamics and machine learning; non-extensive statistical analysis
(This special issue belongs to the Section Complexity)
Transport in Complex Environments submission deadline 20 May 2025 | 1 articles | Viewed by 1396 | Submission Open
Keywords: anomalous diffusion; active Brownian motion; Fickian yet non-Gaussian diffusion; aging phenomena; ergodicity breaking; complex fluids; cell migration; animals foraging
(This special issue belongs to the Section Statistical Physics)
Continuous Variables for Quantum Key Distribution and Quantum Random Number Generators submission deadline 20 May 2025 | 1 articles | Viewed by 1133 | Submission Open
Keywords: continuous variables (CVs); quantum key distribution (QKD); quantum random number generator (QRNG); measurement-device-independent QKD (MDI-QKD); quantum cryptography; coherent detection; free-space and satellite CV-QKD; integrated photonics
(This special issue belongs to the Section Quantum Information)
Information Security and Data Privacy
edited by Mina Sheikhalishahi
submission deadline 25 May 2025 | 8 articles | Viewed by 20381 | Submission Open
Keywords: data privacy; data security; information theory; security and privacy metrics; theoretical analysis of data security and privacy
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Entanglement in Quantum Spin Systems submission deadline 25 May 2025 | 3 articles | Viewed by 3066 | Submission Open
Keywords: thermal and spin Hall transport; spin Hall effect; spintronics; longitudinal spin transport; quantum spin one-half and integer spin Heisenberg model; topological phase transition; quantum entanglement; magnon bands; stochastic differential equations and Fokker– Planck equations
(This special issue belongs to the Section Quantum Information)
Advances in Bayesian Optimization and Deep Reinforcement Learning
edited by Eduardo C. Garrido-Merchán
submission deadline 29 May 2025 | 1 articles | Viewed by 1603 | Submission Open
Keywords: Bayesian optimization; deep reinforcement learning; hyperparameter tuning; AutoRL; information
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Quantum Probability and Randomness V submission deadline 30 May 2025 | 12 articles | Viewed by 10489 | Submission Open
Keywords: quantum foundation; quantum vs. classical probability and randomness; quantum information; Bell inequality; entanglement; contextuality; random generators; generalized probabilistic models
(This special issue belongs to the Section Quantum Information)
Applications of Information Theory to Machine Learning submission deadline 30 May 2025 | 7 articles | Viewed by 7172 | Submission Open
Keywords: adversarial machine learning; self-supervised learning; sequential decision-making (bandit/reinforcement learning); deep learning theory; clustering/community detection; security and privacy in machine learning; generative models; decision theory; federated learning
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Mesoscopic Fluid Mechanics
edited by Tianbai Xiao, Yuan Hu, Xing Ji and
submission deadline 30 May 2025 | 2 articles | Viewed by 3751 | Submission Open
Keywords: kinetic theory of gases; rarefied gas dynamics; discrete velocity methods; lattice Boltzmann methods; high-order methods; direct simulation Monte Carlo; particle-in-cell methods; computational fluid dynamics; plasma physics; statistical fluid dynamics
(This special issue belongs to the Section Statistical Physics)
Entropy, Econophysics, and Complexity
edited by Alejandro Raúl Hernández-Montoya, Thomas Seligman, and Manan Vyas
submission deadline 30 May 2025 | 4 articles | Viewed by 3684 | Submission Open
Keywords: stylized facts; econophysics; sociophysics; entropy; financial markets; wealth distribution; inequality; financial crisis
(This special issue belongs to the Section Complexity)
Time, Change, Observables, and Quantum Gravity
edited by
submission deadline 30 May 2025 | Viewed by 262 | Submission Open
Keywords: change; observables; constrained Hamiltonian dynamics; gauge freedom; quantum gravity
(This special issue belongs to the Section Time)
The Entropy Production—as Cornerstone in Applied Nonequilibrium Thermodynamics—Dedicated to Professor Signe Kjelstrup on the Occasion of Her 75th Birthday
edited by , Fernando Bresme and
submission deadline 31 May 2025 | 20 articles | Viewed by 14375 | Submission Open
Keywords: entropy production as the proper basis for transport modelling; entropy production and exergy analysis; entropy production for surfaces; entropy production and entropy balance in thermodynamic modelling of industrial processes; entropy production minimization in nature and industry
(This special issue belongs to the Section Thermodynamics)
Community Detection and Clustering Complex Networks and Their Applications
edited by , Kevin E. Bassler and
submission deadline 31 May 2025 | 5 articles | Viewed by 6988 | Submission Open
Keywords: dynamics of complex networks; information spreading; heterogeneous information networks; adaptive networks; co-evolving networks; bionetworks; political networks; networks with ambiguous structures
(This special issue belongs to the Section Complexity)
Dynamics in Biological and Social Networks
edited by Luiz Henrique Alves Monteiro
submission deadline 31 May 2025 | 4 articles | Viewed by 6033 | Submission Open
Keywords: agent-based model; cellular automata; complex network; dynamical systems; entropy measures; game theory; social media; social network; systems biology
(This special issue belongs to the Section Complexity)
Entropy-Based Applications in Economics, Finance and Management, 3rd Edition
edited by
submission deadline 31 May 2025 | 5 articles | Viewed by 5805 | Submission Open
Keywords: information entropy; fuzzy entropy; maximum entropy; copula entropy; structural entropy; transfer entropy; permutation entropy; slope entropy; approximate entropy; sample entropy
(This special issue belongs to the Section Multidisciplinary Applications)
Non-Equilibrium Quantum Many-Body Dynamics
edited by Ricardo Puebla and Fernando Gómez-Ruiz
submission deadline 31 May 2025 | 2 articles | Viewed by 2265 | Submission Open
Keywords: quantum annealing; adiabatic quantum computation; Kibble– Zurek mechanism; driven quantum systems; collective quantum phenomena; exploiting quantum coherence
(This special issue belongs to the Section Quantum Information)
Exploring Complexity: Short-Range Order in Medium and High-Entropy Materials
edited by Shunda Chen
submission deadline 31 May 2025 | 1 articles | Viewed by 2191 | Submission Open
Keywords: short-range order; complexity; entropy; thermodynamics; statistical mechanics; medium-entropy alloys; high-entropy materials; material properties; structural properties
(This special issue belongs to the Section Multidisciplinary Applications)
Complex Dynamic System Modelling, Identification and Control, 2nd Edition submission deadline 31 May 2025 | 2 articles | Viewed by 1837 | Submission Open
Keywords: complex human-made and natural systems; system identification; nonlinear adaptive control; robotic systems; artificial intelligence for MIC; immerging methodologies and algorithms for MIC; entropy-oriented MIC; case studies; applications
(This special issue belongs to the Section Complexity)
Insight into Entropy submission deadline 31 May 2025 | 1 articles | Viewed by 1283 | Submission Open
Keywords: Everett– Hirschman entropy; Von Neumann entropy; Shannon entropy; Ré nyi entropy; Tsallis entropy; quantum theory; nonlinear optics; logarithmic Schrö dinger equation; superfluids; superconductors; emergent gravity
(This special issue belongs to the Section Multidisciplinary Applications)
Deciphering the Link Between Information and Interpretability in Deep Learning and Artificial Intelligence
edited by Michael L. Mayo and Kevin R. Pilkiewicz
submission deadline 31 May 2025 | 1 articles | Viewed by 676 | Submission Open
Keywords: deep learning; neural networks; interpretability; statistical analysis; information theory; feature analysis; object detection/tracking; generative artificial intelligence
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Lie Group Machine Learning
edited by and Li Liu
submission deadline 31 May 2025 | Viewed by 447 | Submission Open
Keywords: Lie group algebraic learning; Lie group geometric learning; Lie group cover learning; Lie group meta learning; Lie group continual learning; Lie group reinforcement learning; Lie group neural network learning; Lie group Bayesian learning; symplectic group learning; quantum group learning
(This special issue belongs to the Section Multidisciplinary Applications)
LDPC Codes for Communication Systems
edited by Zhiping Shi and
submission deadline 31 May 2025 | Viewed by 392 | Submission Open
Keywords: LDPC codes; channel coding; information theory; coding theory; coding and modulations; 5G/6G communications; deep learning; integrated sensing and communications
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Applications of Information Theory in Chemistry: Quantifying Molecular Structure, Dynamics, and Reactivity submission deadline 31 May 2025 | Viewed by 218 | Submission Open
Keywords: information theory; quantum information science (QIS); molecular QIS applications; molecular qubits; Shannon entropy; statistical complexity; quantum entanglement; computational chemistry; machine learning; graph theory; atoms and molecules
(This special issue belongs to the Section Multidisciplinary Applications)
Information Theory of Cognitive Radio Systems
edited by , and MohammadAli Mohammadi
submission deadline 31 May 2025 | Viewed by 175 | Submission Open
Keywords: cognitive radio systems; information theory; entropy/entropy-based analysis; spectrum sensing; dynamic spectrum access; interference management; adaptive coding; rate-distortion theory; energy-efficient communication; machine learning for CRSs; optimization
(This special issue belongs to the Section Information Theory, Probability and Statistics)
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