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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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Entropy-Based Applications in Sociophysics, Third Edition submission deadline 30 Jun 2026 | 1 articles | Viewed by 569 | Submission Open
Keywords: opinion dynamics; votes; consensus; econophysics; networks; agent-based models; phase transitions; equilibrium and non-equilibrium concepts
(This special issue belongs to the Section Multidisciplinary Applications)
Quantum Dynamics in Hybrid Systems
edited by and
submission deadline 30 Jun 2026 | Viewed by 430 | Submission Open
Keywords: quantum mechanics; atomic; molecular; optical; and chemical physics; condensed matter theory; molecular dynamics; other fields involving theoretical aspects of quantum– classical and light– matter interactions
(This special issue belongs to the Section Quantum Information)
Nonequilibrium Statistical Mechanics and Stochastic Processes of Complex Reaction Networks
edited by Schuyler B. Nicholson and
submission deadline 30 Jun 2026 | Viewed by 376 | Submission Open
Keywords: stochastic thermodynamics; complex reaction networks; statistical mechanics; stochastic processes; tensor networks
(This special issue belongs to the Section Statistical Physics)
Statistical Approaches for Modeling Human Social Systems
edited by
submission deadline 30 Jun 2026 | 1 articles | Viewed by 338 | Submission Open
Keywords: statistical modeling; human social systems; sentiment analysis and social networks; cognitive decision making; co-decision models in complex systems; entropy and information theory; Bayesian and probabilistic inference; computational social science
(This special issue belongs to the Section Multidisciplinary Applications)
Quantum Computation, Quantum AI, and Quantum Information
edited by
submission deadline 30 Jun 2026 | 1 articles | Viewed by 232 | Submission Open
Keywords: quantum algorithms; quantum computing devices; quantum error correction; quantum artificial intelligence; applications of quantum algorithms; quantum information theory; quantum state discrimination; quantum key distribution
(This special issue belongs to the Section Quantum Information)
The Information Bottleneck: Foundations, Algorithms, and Modern Applications submission deadline 30 Jun 2026 | Viewed by 200 | Submission Open
Keywords: information bottleneck; rate– distortion theory; mutual information estimation; variational information bottleneck; distributed information bottleneck; information geometry; large language models; KV cache compression; policy information bottleneck; information-constrained reinforcement learning
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Quantum Thermodynamics in Action
edited by Bayan Karimi and Jukka P. Pekola
submission deadline 30 Jun 2026 | Viewed by 200 | Submission Open
Keywords: open quantum systems; thermalization; quantum heat transport; quantum thermal machines and refrigerators; measurement of quantum systems; stochastic thermodynamics; quantum trajectories; thermometry
(This special issue belongs to the Section Thermodynamics)
Entropy-Aware Graph Neural Networks: Theory, Methods, and Applications submission deadline 30 Jun 2026 | Viewed by 177 | Submission Open
Keywords: graph neural networks; information theory in graph learning; entropy and information bottleneck; fisher information and Riemannian geometry; mutual information estimation on graphs; information-theoretic regularization; over-smoothing and entropy loss; representation learning and graph compression; entropy-based optimization in deep GNNs; applications in finance; biology; social networks; etc.
(This special issue belongs to the Section Multidisciplinary Applications)
Hamiltonian Dynamics in Fundamental Physics
edited by
submission deadline 30 Jun 2026 | Viewed by 166 | Submission Open
Keywords: Hamiltonian dynamics; canonical quantization; general relativity; symplectic geometry; quantum gravity
(This special issue belongs to the Section Quantum Information)
Quantum Probability and Randomness, 6th Edition submission deadline 30 Jun 2026 | Viewed by 161 | 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)
Quantum Measurement, Gravitation and Entropy
edited by Zhongkun Hu, Yongchang Han, and
submission deadline 30 Jun 2026 | Viewed by 149 | Submission Open
Keywords: quantum precision measurement; gravitation; entanglement; measurement noise; decoherence
(This special issue belongs to the Section Quantum Information)
Dynamic Models of Group Decision Making submission deadline 30 Jun 2026 | Viewed by 141 | Submission Open
Keywords: dynamic group decisions; agent based models; social network models; neural network models; complex systems models; linear and nonlinear system models; Markov diffusion models; statistical physics models; quantum dynamic models; systems based on non-commutative logic
(This special issue belongs to the Section Statistical Physics)
Advances in Quantum Cryptography submission deadline 30 Jun 2026 | Viewed by 118 | Submission Open
Keywords: quantum communication; quantum key distribution; quantum teleportation; integrated photonics; quantum communication infrastructure; quantum energy analysis
(This special issue belongs to the Section Quantum Information)
Thermodynamic Modeling and Analysis of Thermoelectric Cooling Systems
edited by
submission deadline 30 Jun 2026 | Viewed by 96 | Submission Open
Keywords: thermoelectric cooling systems; thermodynamic modeling; thermal management optimization; energy conversion; self-powered technology; smart chips; electronic device thermal management; technological innovation
(This special issue belongs to the Section Thermodynamics)
Edge Modes, Impurities, and Phase Transitions in One-Dimensional Quantum Matter
edited by Natan Andrei
submission deadline 30 Jun 2026 | Viewed by 72 | Submission Open
Keywords: open system; boundary; impurity; conformal; topological; symmetry-protected; fractionalized modes; quantum information; entanglement; quench; dissipation
(This special issue belongs to the Section Statistical Physics)
Quantum Error Correction and Fault-Tolerance
edited by , Ke Liu and
submission deadline 15 Jul 2026 | 1 articles | Viewed by 1642 | Submission Open
Keywords: quantum error correction; fault-tolerant quantum computing; hardware-aware QEC strategies; scalable decoding architectures; quantum LDPC code; surface code; color code
(This special issue belongs to the Section Quantum Information)
Opportunities and Challenges of Network Science in the Age of AI
edited by Linyuan Lü and
submission deadline 15 Jul 2026 | 1 articles | Viewed by 583 | Submission Open
Keywords: network science; complex networks; artificial intelligence (AI); graph machine learning; generative AI; entropy; statistical physics
(This special issue belongs to the Section Complexity)
Microscale and Nanoscale Heat Transfer
edited by
submission deadline 15 Jul 2026 | Viewed by 95 | Submission Open
Keywords: nanoscale; microscale; heat transfer; numerical calculation; experimental investigation
(This special issue belongs to the Section Thermodynamics)
Joint Sensing, Communication, and Computation
edited by and Rafael Schaefer
submission deadline 20 Jul 2026 | 1 articles | Viewed by 466 | Submission Open
Keywords: integrated sensing and communication (ISAC); future communication systems; trustworthy 6G; sensing-assisted communication; communication-assisted sensing
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Opinion Dynamics: Applications and Fundamentals
edited by Carmela Bernardo and
submission deadline 20 Jul 2026 | Viewed by 154 | Submission Open
Keywords: opinion dynamics models; opinion formation; sociophysical modeling
(This special issue belongs to the Section Complexity)
Channel Modeling in Terahertz Wireless Communications: Information Theoretic Perspectives
edited by Maryam Olyaee and Juan Manuel Romero‐Jerez
submission deadline 20 Jul 2026 | Viewed by 150 | Submission Open
Keywords: terahertz (THz) wireless channel modeling; information-theoretic capacity analysis; ultra-massive MIMO and beamforming; blockage and beam misalignment effects; hardware constraints; THz system design
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Diagnosis and Prognosis of Incipient Faults Using Information Processing or Machine Learning, and Deep Learning submission deadline 27 Jul 2026 | Viewed by 305 | Submission Open
Keywords: incipient faults; resilience; statistical and information measures; machine and deep learning; predictive maintenance; cybersecurity
(This special issue belongs to the Section Multidisciplinary Applications)
Kolmogorov Complexity and Applications: Theoretical Achievements and Practical Tools
edited by Dragutin T. Mihailović
submission deadline 30 Jul 2026 | 2 articles | Viewed by 1886 | Submission Open
Keywords: information theory; machine learning and data analysis; quantum computing; cryptography; Lempel– Ziv algorithm (engineering; geosciences; cardiology; neurology oncology; image analysis; language); Kolmogorov complexity spectrum (astrophysics and cosmology; Bell's experiment; earth sciences; financial issues; psychophysics; and philosophical issues)
(This special issue belongs to the Section Complexity)
Wireless Communications: Signal Processing Perspectives, 2nd Edition
edited by and Julian Cheng
submission deadline 31 Jul 2026 | 6 articles | Viewed by 4884 | Submission Open
Keywords: antenna selection; massive MIMO; reconfigurable intelligent surfaces (RISs); physical-layer security; cell-free MIMO; green communications; machine learning; unmanned aerial vehicles (UAVs); relaying and cooperation; self-organization; modulation and waveform design; integrated sensing and communication
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Entropy Analysis of ECG and EEG Signals
edited by Marcelo Risk
submission deadline 31 Jul 2026 | 2 articles | Viewed by 3084 | Submission Open
Keywords: heart rate variability; blood pressure variability; blood volume variability; and other cardiovascular time series; energy sub-band decomposition; inter-spike times; and other neurological time series; clinical applications of nonlinear times series analysis
(This special issue belongs to the Section Signal and Data Analysis)
Modeling, Analysis, and Computation of Complex Fluids
edited by Jia Zhao
submission deadline 31 Jul 2026 | 2 articles | Viewed by 1265 | Submission Open
Keywords: multiphase flows; complex fluids; continuum and kinetic theory; multiscale modeling; phase-field methods; non-equilibrium thermodynamics; structure-preserving numerical methods; entropy-based modeling; soft matter physics; scientific computing
(This special issue belongs to the Section Statistical Physics)
Graph Theory and Its Applications in Quantum Mechanics submission deadline 31 Jul 2026 | 1 articles | Viewed by 975 | Submission Open
Keywords: graph theory; quantum graphs; quantum walks; graph states; quantum state transfer; spin chains; quantum networks; quantum transport; filtering devices; metamaterials
(This special issue belongs to the Section Quantum Information)
Alive or Not Alive: Entropy and Living Things submission deadline 31 Jul 2026 | 1 articles | Viewed by 491 | Submission Open
Keywords: nonequilibrium statistical physics; stochastic thermodynamics; entropy dissipation; dissipative adaptation; self-adaptation; adaptive response; physics of life; nonlinear dynamics; complex systems; far-from-equilibrium
(This special issue belongs to the Section Entropy and Biology)
Quantum Mereologies and Quantum Inspired Set Theories and Logics submission deadline 31 Jul 2026 | Viewed by 298 | Submission Open
Keywords: quantum mereology; quantum-inspired set theory; non-standard set theories; quasi-set theory; quasets theory
(This special issue belongs to the Section Quantum Information)
Physical Layer Security for Next-Generation Wireless Networks: Theory, Technologies, and Applications
edited by , , Xin Zhang and
submission deadline 31 Jul 2026 | Viewed by 244 | Submission Open
Keywords: physical layer security; secure communication; covert communication; information-theoretic security; key generation
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Bayesian Network and Signal Processing
edited by
submission deadline 31 Jul 2026 | Viewed by 230 | Submission Open
Keywords: Bayesian network; large-scale models; quantum-inspired network; distributed inference; probabilistic models
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Information-Theoretic Principles for Advanced Clustering and Structured Representation Learning
edited by , and
submission deadline 31 Jul 2026 | Viewed by 131 | Submission Open
Keywords: advanced clustering theory; automatic clustering; clustering algorithms; information-theoretic clustering; structured representation learning; parameter-free and self-tuning methods; unsupervised and semi-supervised learning; manifold learning and dimensionality reduction; outlier and anomaly detection; data analysis
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Uncertainty Quantification and Robustness in Modern Artificial Intelligence
edited by
submission deadline 31 Jul 2026 | Viewed by 81 | Submission Open
Keywords: epistemic and aleatoric uncertainty; uncertainty quantification; bayesian deep learning; calibration; robustness; statistical learning; generalisation; model adaptation; safety
(This special issue belongs to the Section Multidisciplinary Applications)
Non-Hermitian Quantum Systems: Emergent Phenomena and New Paradigms
edited by Ruizhe Shen and Ching Hua Lee
submission deadline 31 Jul 2026 | Viewed by 52 | Submission Open
Keywords: non-Hermitian quantum systems; non-unitary dynamics; open quantum systems; parity– time (PT) symmetry; exceptional points; non-Hermitian topology; non-Hermitian skin effect; biorthogonal quantum mechanics; entanglement dynamics; measurement-induced phenomena; dissipative quantum systems; post-selected quantum dynamics; quantum simulators; non-Hermitian phase transitions; Lindblad dynamics
(This special issue belongs to the Section Statistical Physics)
Complex Networks and Their Applications—in Memory of Prof. Erik Bollt
edited by and Jeremie Fish
submission deadline 31 Jul 2026 | Viewed by 28 | Submission Open
Keywords: complexity; networks; information theory; entropy; dynamical systems
(This special issue belongs to the Section Complexity)
Dynamics in Biological and Social Networks, Second Edition
edited by Luiz Henrique Alves Monteiro
submission deadline 10 Aug 2026 | Viewed by 109 | 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)
Insight into Entropy submission deadline 15 Aug 2026 | 5 articles | Viewed by 9577 | 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)
Information Theory and Entropy Methods in Security Information Processing and Its Applications submission deadline 15 Aug 2026 | Viewed by 366 | Submission Open
Keywords: information theory; entropy methods; information security and data privacy; anomaly detection; biometric systems; cryptography; network security; machine learning in security; quantum information processing; cybersecurity; stochastic processes in security; secure communication
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Uncertainty-Aware Feature Learning and Anomaly Detection for Unlabeled Complex Data
edited by , and Keyu Liu
submission deadline 17 Aug 2026 | Viewed by 93 | Submission Open
Keywords: uncertainty modeling; uncertain information processing; feature selection; anomaly/outlier detection; granular computing; rough sets; fuzzy sets; entropy; high-dimensional data; representation learning
(This special issue belongs to the Section Multidisciplinary Applications)
Entropy Method for Decision Making with Uncertainty, 2nd Edition submission deadline 25 Aug 2026 | Viewed by 13 | Submission Open
Keywords: rough sets; fuzzy sets; expert systems; distributed learning; multi-criteria decision making (MCDM); game theory; decision making; uncertainty; decision support systems; information fusion
(This special issue belongs to the Section Multidisciplinary Applications)
Thermodynamic Speed Limits in Quantum and Classical Systems
edited by Erez Aghion and
submission deadline 30 Aug 2026 | Viewed by 262 | Submission Open
Keywords: uncertainty relations; information thermodynamics; optimal control; open quantum and classical
(This special issue belongs to the Section Non-equilibrium Phenomena)
Advances in IoT Security and Privacy
edited by and Yasuyuki Nogami
submission deadline 30 Aug 2026 | Viewed by 121 | Submission Open
Keywords: information-theoretic security; entropy-based privacy; uncertainty quantification in IoT; lightweight cryptography with entropic guarantees; stochastic intrusion detection; information flow in blockchain-IoT systems; entropy-driven trust models; secure architectures via mutual information bounds
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Information Processing in Complex Biological Systems
edited by
submission deadline 31 Aug 2026 | 1 articles | Viewed by 3811 | Submission Open
Keywords: information theory; complex biological or adaptive systems; knowledge distillation; model compression; neural networks; information entropy; system optimization; computational efficiency; low-rank representations; resource-constrained computing; biological information processing; artificial intelligence
(This special issue belongs to the Section Complexity)
Wireless Physical Layer Security Toward 6G
edited by Hui-Ming Wang, Feng Shu, , Bin Dai and
submission deadline 31 Aug 2026 | 1 articles | Viewed by 452 | Submission Open
Keywords: wireless physical layer security; physical layer secrecy transmission; physical layer key agreement; physical layer authentication; physical layer security for ISAC; AI driven physical layer security
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Modified Gravity: From Black Hole Entropy to Modern Cosmology
edited by
submission deadline 31 Aug 2026 | Viewed by 279 | Submission Open
Keywords: quantum aspects of black holes; evaporation; thermodynamics; black hole entropy; modified theories of gravity; dark energy; inflationary cosmology; observational cosmology; physics in the early universe; astrophysics of compact objects
(This special issue belongs to the Section Astrophysics, Cosmology, and Black Holes)
Complexity of AI
edited by Siew Ann Cheong, Ling Feng and
submission deadline 31 Aug 2026 | 1 articles | Viewed by 246 | Submission Open
Keywords: complexity science; artificial intelligence; neural networks; statistical physics; phase transitions; dynamical systems; self-organization
(This special issue belongs to the Section Complexity)
Information Processing in Neuromorphic Systems submission deadline 31 Aug 2026 | Viewed by 215 | Submission Open
Keywords: neuromorphic computing; neuromorphic architectures; neuromorphic engineering; neuromorphic systems; neuron-based computation; neural-inspired computation; artificial neurons; complex neurology
(This special issue belongs to the Section Information Theory, Probability and Statistics)
The Role of Entropy in Quantum Computation and Algorithms
edited by , Kean Chen and
submission deadline 31 Aug 2026 | Viewed by 165 | Submission Open
Keywords: quantum entropy; quantum information theory; quantum resource theory; quantum property testing; quantum algorithms; quantum machine learning; quantum complexity; quantum communication; quantum cryptography; quantum error correction
(This special issue belongs to the Section Quantum Information)
Nanothermodynamics: From Theory to Applications submission deadline 31 Aug 2026 | Viewed by 117 | Submission Open
Keywords: nanothermodynamics; non-equilibrium thermodynamics; subdivision potential; small system thermodynamics; Hill's thermodynamics
(This special issue belongs to the Section Thermodynamics)
Nonlinear Oscillator Synchronization and Multi-Agent Cooperative Control on Compact Manifolds and Complex Networks
edited by Eric Butcher and Sabina Adhikari
submission deadline 31 Aug 2026 | Viewed by 98 | Submission Open
Keywords: multi-agent cooperative control; compact manifolds; nonlinear oscillator synchronization; complex networks; time delay; fractional-order dynamics; higher-order interactions
(This special issue belongs to the Section Complexity)
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