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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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Coding Theory and Its Applications
edited by Yauhen Yakimenka and
submission deadline 30 Jun 2025 | 2 articles | Viewed by 1592 | Submission Open
Keywords: coding theory; error-correcting codes; network coding; quantum codes; distributed storage; LDPC codes; polar codes; machine learning in coding; data compression
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Thermodynamic Optimization of Energy Systems submission deadline 30 Jun 2025 | 1 articles | Viewed by 979 | Submission Open
Keywords: thermodynamics; energy optimization; sustainable energy systems; multi-objective optimization; emission reduction strategies
(This special issue belongs to the Section Thermodynamics)
Advances in Molecular Dynamics Simulations: Understanding Statistical Physics and Complex Systems Across Scales
edited by Shunda Chen, Zheyong Fan and
submission deadline 30 Jun 2025 | 1 articles | Viewed by 713 | Submission Open
Keywords: molecular dynamics; statistical physics; complex systems; transport phenomena; phase transitions; anomalous energy diffusion; thermal transport; thermalization; thermal rectification; nonlinear dynamics; low-dimensional materials; complex multi-component materials systems; entropy; biophysics; physical chemistry; materials science; interdisciplinary research
(This special issue belongs to the Section Statistical Physics)
Kolmogorov Complexity and Applications: Theoretical Achievements and Practical Tools
edited by Dragutin T. Mihailović
submission deadline 30 Jun 2025 | Viewed by 336 | 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)
Inverse Problems: Advanced Methods and Innovative Applications
edited by , and Ivan Wyss
submission deadline 30 Jun 2025 | Viewed by 273 | Submission Open
Keywords: parameter estimation; Bayesian statistics; machine learning; neural computation; genetic programming; image processing; information theory; network theory
(This special issue belongs to the Section Multidisciplinary Applications)
Non-Equilibrium Thermodynamics and Quantum Information Theory
edited by César Eduardo Damián-Ascencio and Adriana Saldaña-Robles
submission deadline 30 Jun 2025 | Viewed by 257 | Submission Open
Keywords: non-equilibrium thermodynamics; quantum information theory; entropy in quantum systems; fluctuation theorems; quantum coherence and decoherence; quantum entanglement; irreversible processes; quantum thermodynamics; quantum computing; statistical thermodynamics
(This special issue belongs to the Section Thermodynamics)
Exergy Analysis: Theory and Applications
edited by
submission deadline 30 Jun 2025 | Viewed by 206 | Submission Open
Keywords: thermodynamics; irreversibility; entropy generation; exergy concept; chemical exergy; thermal exergy; mechanical exergy; cumulative exergy; extended exergy accounting; exergetic life cycle assessment; advanced exergetic analysis; exergetic control strategy; exergy-based analyses; exergy-based optimization
(This special issue belongs to the Section Thermodynamics)
On Synergies Between Chemical Reaction Networks, Mathematical Epidemiology and Population Dynamics
edited by
submission deadline 30 Jun 2025 | Viewed by 156 | Submission Open
Keywords: CRN; auto-catalytic CRN; stoichiometric matrix; Feinberg– Horn– Jackson graph; petri/Volpert/DSR graph; species graph; reaction variables; robust lyapunov function; robust non-oscillation; k-contraction; fixed points; Hopf and Bogdanov– Takens bifurcations; Routh– Hurwitz-Lié nard– Chipart criteria; scientific computing; real algebraic geometry; resultants; Groebner bases; stochastic continuous-time Markov chain (CTMC) CRN; escape paths; Hamiltonian ODE
(This special issue belongs to the Section Multidisciplinary Applications)
Quantum Measurement
edited by Marcin Wieśniak
submission deadline 9 Jul 2025 | 2 articles | Viewed by 1951 | Submission Open
Keywords: foundations of physics; quantum measurement; quantum collapse; non-demolishing quantum measurements; emergence of classicality
(This special issue belongs to the Section Quantum Information)
Control of Driven Stochastic Systems: From Shortcuts to Optimality
edited by Marco Baldovin, Alessandro Manacorda, Dario Lucente, Andrea Plati and
submission deadline 15 Jul 2025 | 4 articles | Viewed by 3421 | Submission Open
Keywords: stochastic processes; optimal control; shortcuts to adiabaticity; nonequilibrium statistical mechanics; stochastic thermodynamics; dynamic programming; reinforcement learning
(This special issue belongs to the Section Thermodynamics)
Statistical Mechanics of Lattice Gases
edited by Antonio J. Ramirez-Pastor and Jose Luis Riccardo
submission deadline 15 Jul 2025 | 1 articles | Viewed by 1707 | Submission Open
Keywords: fundamentals of lattice gases; equilibrium thermodynamics; adsorption; phase transitions and critical phenomena; transport phenomena and kinetics; surface diffusion; lattice gases in complex systems; quantum lattice gases
(This special issue belongs to the Section Statistical Physics)
Dynamics in Complex Neural Networks, 2nd Edition
edited by , , and Cvetelina Spirova
submission deadline 15 Jul 2025 | 1 articles | Viewed by 884 | Submission Open
Keywords: stability theory and strategies; control theory; extended stability strategies; delayed neural networks; impulsive neural networks; fractional-order neural networks
(This special issue belongs to the Section Complexity)
Bayesian Networks and Causal Discovery
edited by Xiaoguang Gao and Zidong Wang
submission deadline 15 Jul 2025 | 1 articles | Viewed by 719 | Submission Open
Keywords: Bayesian network; directed acyclic graphs; causal discovery; structural equation model; structure learning; parameter learning; causal inference; neural networks and their applications
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Complexity, Information and Quantitative Modelling in Single Cell Multiomics
edited by
submission deadline 15 Jul 2025 | 1 articles | Viewed by 608 | Submission Open
Keywords: single-cell multi-omics; theoretical modeling; computational biology; cell modeling; information theory; machine learning
(This special issue belongs to the Section Entropy and Biology)
Entropy Method for Decision Making with Uncertainty submission deadline 20 Jul 2025 | 5 articles | Viewed by 7199 | 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)
Information Theory in Control Systems, 2nd Edition submission deadline 20 Jul 2025 | 4 articles | Viewed by 4557 | Submission Open
Keywords: multiagent systems; optimal control; optimal estimation and filtering; communication channel constraints; decentralized control
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Information-Theoretic Security and Privacy
edited by Mohamed Seif and
submission deadline 20 Jul 2025 | 2 articles | Viewed by 2572 | Submission Open
Keywords: differential privacy; machine learning; federated learning; secure aggregation; age of information; gossip over networks; statistical inference over networks; information-theoretic privacy and security; wireless network; social networks and healthcare
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Bayesian Inference for Psychology and Psychiatry
edited by Rutger Goekoop, and
submission deadline 20 Jul 2025 | Viewed by 1446 | Submission Open
Keywords: Bayesian inference; mental health; clinical psychology; psychiatry; diagnostic modeling; prognostic modeling; active inference; free energy principle; computational psychiatry; network science
(This special issue belongs to the Section Multidisciplinary Applications)
Structure, Dynamics, Phase Behavior and Applications of the Complex Disordered Systems
edited by Gang Sun and Jiaxing Yuan
submission deadline 30 Jul 2025 | Viewed by 125 | Submission Open
Keywords: liquid; glass; phase transition; critical phenomena; crystallization; glass transition; liquid– liquid phase transition; phase separation; electrostatic interactions; hydrodynamics; self-organization; dynamics of macromolecular systems; rheology behaviors
(This special issue belongs to the Section Complexity)
Dynamics Beyond the Hamiltonian: Dissipation in Classical Metriplectic Systems and Quantum Non-Unitary Systems
edited by
submission deadline 30 Jul 2025 | Viewed by 102 | Submission Open
Keywords: metriplectic formalism; generic formalism; quantum open systems; dissipation; collisional plasmas; trophic webs with losses; maximum and minimum entropy production principles; non-unitary quantum systems; macroscopic limit of quantum systems
(This special issue belongs to the Section Statistical Physics)
Statistical Methods for Modeling High-Dimensional and Complex Data: Second Edition
edited by
submission deadline 31 Jul 2025 | 6 articles | Viewed by 6642 | Submission Open
Keywords: model selection; spatiotemporal modeling; cluster analysis; high-dimensional statistics; data mining; multiple change-point detection
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Causal Inference in Recommender Systems
edited by Fuli Feng and Xu Chen
submission deadline 31 Jul 2025 | 4 articles | Viewed by 6260 | Submission Open
Keywords: recommendation; causal inference; inference retrieval; ranking; information theory; information bottleneck; representation learning; counterfactual explanation
(This special issue belongs to the Section Multidisciplinary Applications)
Thermal Analysis and Thermodynamic Analysis for Advanced New Energy Systems
edited by Zeshao Chen and
submission deadline 31 Jul 2025 | 1 articles | Viewed by 2257 | Submission Open
Keywords: new energy system; solar energy; wind power; hydrogen production; biomass energy; geothermal energy; nuclear energy; energy storage; thermodynamic analysis; thermal analysis
(This special issue belongs to the Section Thermodynamics)
Informational Coordinative and Teleological Control of Distributed and Multi Agent Systems
edited by
submission deadline 31 Jul 2025 | 1 articles | Viewed by 1930 | Submission Open
Keywords: distributed system; multi agent system; informational control; uncertainty; entropy criterions
(This special issue belongs to the Section Multidisciplinary Applications)
Nonlocality and Entanglement in Quantum Networks
edited by and Xue Yang
submission deadline 31 Jul 2025 | 2 articles | Viewed by 1855 | Submission Open
Keywords: quantum networks; quantum entanglement; quantum nonlocality; quantum network protocols; nonlocal game on quantum networks; quantum network communication; quantum secure applications on quantum networks; experimental techniques on quantum networks
(This special issue belongs to the Section Quantum Information)
Entanglement Entropy in Quantum Field Theory
edited by Olalla Castro-Alvaredo and David X. Horvath
submission deadline 31 Jul 2025 | 2 articles | Viewed by 1433 | Submission Open
Keywords: entanglement measures; quantum field theory; conformal field theory; quantum spin chains; holography; symmetry; numerics; exact results
(This special issue belongs to the Section Quantum Information)
Explaining Economic and Social Science Phenomena Through Physical Models, Second Edition submission deadline 31 Jul 2025 | 2 articles | Viewed by 1194 | Submission Open
Keywords: entropy and fisher information; quantum games; econophysics; decision making/analysis; quantum market game; quantum-like models; social science; quantum finances
(This special issue belongs to the Section Multidisciplinary Applications)
Task-Oriented Communications in Industrial IoT: Age of Information and Beyond
edited by Jie Cao, Xin Xie and Zhongxiang Wei
submission deadline 31 Jul 2025 | Viewed by 332 | Submission Open
Keywords: industrial IoT; Age of Information; task-oriented communications; real-time communication
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Spectral Graph Theory, Topological Indices of Graph, and Entropy: Second Edition
edited by
submission deadline 31 Jul 2025 | Viewed by 260 | Submission Open
Keywords: algebraic graph theory; topological indices of graphs; structural graph theory; pure graph theory; energy of graphs; combinatorics; discrete mathematics; extremal graph theory
(This special issue belongs to the Section Multidisciplinary Applications)
Secure Network Ecosystems in the Quantum Era
edited by Yuan Cao and
submission deadline 31 Jul 2025 | Viewed by 178 | Submission Open
Keywords: quantum networks; quantum communication; quantum key distribution; entanglement generation and distribution; quantum secure direct communication; quantum repeaters and switches; quantum machine learning; quantum algorithms and applications; optical network security; IoT security; satellite network security
(This special issue belongs to the Section Quantum Information)
Entropy in Machine Learning Applications, 2nd Edition
edited by
submission deadline 31 Jul 2025 | Viewed by 173 | Submission Open
Keywords: knowledge graph; data correlation; differential expression; long short-term memory; semantic disambiguation; advertising vocabulary; entity relationship extraction; semi-supervised learning; cross-entropy loss; semantic entropy
(This special issue belongs to the Section Multidisciplinary Applications)
Entropy, Statistical Evidence, and Scientific Inference: Evidence Functions in Theory and Applications, 2nd Edition submission deadline 31 Jul 2025 | Viewed by 96 | Submission Open
Keywords: entropy; evidential statistics; evidence; hypothesis testing; information theory; Kullback– Leibler discrepancy; model misspecification; model selection
(This special issue belongs to the Section Multidisciplinary Applications)
Network-Based Machine Learning Approaches in Bioinformatics
edited by
submission deadline 31 Jul 2025 | Viewed by 93 | Submission Open
Keywords: networks; machine learning; bioinformatics; systems biomedicine; deep learning; graph neural networks; biomolecular interactions; biomarker discovery; context-specific pathways in diseases
(This special issue belongs to the Section Entropy and Biology)
Simulation of Open Quantum Systems
edited by Marco Cattaneo and
submission deadline 15 Aug 2025 | 4 articles | Viewed by 3836 | Submission Open
Keywords: quantum simulation; open quantum systems; collision models; variational quantum methods; Markovian quantum dynamics; quantum algorithms; classical simulation of quantum systems
(This special issue belongs to the Section Quantum Information)
Ordinal Patterns-Based Tools and Their Applications
edited by
submission deadline 15 Aug 2025 | 3 articles | Viewed by 2193 | Submission Open
Keywords: permutation entropy; multiscale permutation entropy; ordinal pattern-based quantifiers; multiscale ordinal pattern-based quantifiers; interdisciplinary applications; complexity measures; classification and discrimination tasks; multivariate time series analysis; ordinal pattern-based methodologies and machine learning; ordinal symbolic mapping
(This special issue belongs to the Section Multidisciplinary Applications)
Network- and Information-Theoretic Approaches in the Study of Action and Perception
edited by Ioannis Delis and David O’Reilly
submission deadline 15 Aug 2025 | 1 articles | Viewed by 717 | Submission Open
Keywords: synergy; redundancy; encoding; decoding; brain networks; muscle networks; interaction information; population coding; EEG; EMG
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Delay-Doppler Domain Communications for Future Wireless Networks 2nd Edition
edited by , Qin Tao, and Han Yu
submission deadline 15 Aug 2025 | Viewed by 478 | Submission Open
Keywords: delay-Doppler; orthogonal time frequency space (OTFS); wireless communications; waveform design; performance analysis; channel modeling; MIMO technology; channel coding; transceiver designs
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Exploring the Horizon of Practical Utility in Near-Term Quantum Computing
edited by Daiwei Zhu, Jason Iaconis and Torin F. Stetina
submission deadline 20 Aug 2025 | 2 articles | Viewed by 7528 | Submission Open
Keywords: quantum error mitigation; quantum machine learning; near-term quantum computers; quantum algorithms; variational algorithms; heuristic algorithms; practical quantum advantages; quantum-inspired algorithms
(This special issue belongs to the Section Quantum Information)
The Mathematics of Structured Experience: Exploring Dynamics, Topology, and Complexity in the Brain submission deadline 20 Aug 2025 | 3 articles | Viewed by 4679 | Submission Open
Keywords: mathematical theories of consciousness; Kolmogorov complexity; AIT; manifold hypothesis; symmetry; world models; dynamics; topology; AI
(This special issue belongs to the Section Entropy and Biology)
Bayesian Hierarchical Models with Applications
edited by Maura Mezzetti and Ilia Negri
submission deadline 20 Aug 2025 | Viewed by 195 | Submission Open
Keywords: Bayesian inference; MCMC; multilevel model; random effects; model comparison; posterior distributions; Stan
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Advances in Probabilistic Machine Learning
edited by Martin Trapp and
submission deadline 22 Aug 2025 | 2 articles | Viewed by 2583 | Submission Open
Keywords: probabilistic machine learning; approximate Bayesian inference; variational inference; tractable probabilistic inference; Bayesian deep learning; probabilistic circuits; uncertainty quantification
(This special issue belongs to the Section Information Theory, Probability and Statistics)
Quantum Foundations: 100 Years of Born’s Rule
edited by
submission deadline 25 Aug 2025 | 4 articles | Viewed by 1993 | Submission Open
Keywords: quantum foundations; Born rule; probability in quantum mechanics; quantum measurement theory; quantum statistical mechanics; interpretations of the wave function
(This special issue belongs to the Section Quantum Information)
Heat and Mass Transfer and Interface Behavior of Fluid
edited by Li Duan, , and Zhijun Ye
submission deadline 30 Aug 2025 | Viewed by 264 | Submission Open
Keywords: entropy; convection; heat and mass transfer; interface dynamics; phase change; Marangoni migration; diffusion; instability; nonlinear transition; chaos; turbulence
(This special issue belongs to the Section Thermodynamics)
Complexity, Entropy and the Physics of Information II
edited by and
submission deadline 31 Aug 2025 | 4 articles | Viewed by 4018 | Submission Open
Keywords: information systems; neural networks  ; information theory; complexity theory; statistical physics; complex networks; complexity and entropy in AI; data-driven modelling; machine learning and deep learning; time-series analysis
(This special issue belongs to the Section Complexity)
Recent Advances in High Entropy Alloys
edited by Hui Xu and
submission deadline 31 Aug 2025 | 3 articles | Viewed by 3992 | Submission Open
Keywords: high-entropy alloys/materials; medium-entropy alloy/materials; alloy design; synthesis methods; magnetic properties; mechanical properties; electrocatalysis; irradiation; microstructure; modeling and simulation
(This special issue belongs to the Section Multidisciplinary Applications)
Modified Gravity: From Black Holes Entropy to Current Cosmology, 4th Edition
edited by
submission deadline 31 Aug 2025 | 2 articles | Viewed by 3769 | 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)
Computational Thermodynamics and Its Applications
edited by
submission deadline 31 Aug 2025 | 2 articles | Viewed by 3599 | Submission Open
Keywords: computational thermodynamics; Gibbs-energy models; complex equilibrium calculations; multi-component phase diagrams; advanced process modelling
(This special issue belongs to the Section Thermodynamics)
Quantum Communication, Quantum Radar, and Quantum Cipher, 2nd Edition
edited by
submission deadline 31 Aug 2025 | 2 articles | Viewed by 2121 | Submission Open
Keywords: quantum stream cipher; quantum effect radar and lidar; application of two mode squeezed state to radar system in bad weather; quantum illumination and quantum reading by macroscopic qubit; quantum stream cipher; application of entangled coherent state; quantum entanglement theory for macroscopic qubit in non-ideal situation; holevo capacity and accessible information of optical communication
(This special issue belongs to the Section Quantum Information)
Space-Air-Ground-Sea Integrated Communication Networks
edited by and
submission deadline 31 Aug 2025 | 2 articles | Viewed by 1199 | Submission Open
Keywords: space– air– ground– sea integrated networks; resource management; topology discovery; network access protocols; communication protocols; network deployment; UAV ad hoc networks; satellite communications; maritime communications
(This special issue belongs to the Section Multidisciplinary Applications)
Advances in Data Mining and Coding Theory for Data Compression submission deadline 31 Aug 2025 | 1 articles | Viewed by 1039 | Submission Open
Keywords: big data; network data; data mining; learning; clustering; community detection; data compression; machine learning; information science; coding theory
(This special issue belongs to the Section Complexity)
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