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Applied Sciences 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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Machine Learning Applications in Healthcare
edited by
submission deadline 20 Feb 2026 | 1 articles | Viewed by 1410 | Submission Open
Keywords: clinical decision support systems; improved diagnosis and disease identification; predictive models in precision medicine; electronic health records; natural language processing; information-driven care
(This special issue belongs to the Section Biomedical Engineering)
Plant Management and Soil Improvement in Specialty Crop Production—2nd Edition
edited by and
submission deadline 20 Feb 2026 | 1 articles | Viewed by 1384 | Submission Open
Keywords: plant management; soil improvement; nutrient management; sustainable production; specialty crops
(This special issue belongs to the Section Agricultural Science and Technology)
Non-Destructive Evaluation of Composite Structures with Focus on Ultrasonic Testing
edited by , and Luigi Solazzi
submission deadline 20 Feb 2026 | 1 articles | Viewed by 1325 | Submission Open
Keywords: contact and air-coupled technics; phased array transducers; guided Lamb waves; various types of defects
(This special issue belongs to the Section Mechanical Engineering)
Advances in Smart Underground Construction and Tunneling Design
edited by Peizhi Zhuang, , Ran Yuan, and
submission deadline 20 Feb 2026 | 1 articles | Viewed by 1315 | Submission Open
Keywords: advances in underground intelligent construction; AI-driven innovations for underground and tunnel engineering; Resilience-based design of underground and tunnel infrastructure; advanced analytical solutions and numerical methods for underground and tunnel engineering; health monitoring and predictive maintenance of underground structures; robotics for hazardous underground work; smart monitoring systems
(This special issue belongs to the Section Civil Engineering)
Advances and Challenges in Rock Mechanics and Rock Engineering, 2nd Edition
edited by and
submission deadline 20 Feb 2026 | 3 articles | Viewed by 1285 | Submission Open
Keywords: rockmass instability; rockmass mechanics; fractured rockmass; constitutive models; energy evolution; strata control; backfill mining; rock engineering
(This special issue belongs to the Section Civil Engineering)
Advances in Bioremediation of Environmental Pollutants
edited by and Rosina Nkuna
submission deadline 20 Feb 2026 | 1 articles | Viewed by 1259 | Submission Open
Keywords: bioremediation; environmental Pollutants; microbial Communities; phytoremediation; bioinformatics
(This special issue belongs to the Section Environmental Sciences)
Novel Advances in Biomedical Signal and Image Processing
edited by Dariusz Radomski and Artur Przelaskowski
submission deadline 20 Feb 2026 | 1 articles | Viewed by 1243 | Submission Open
Keywords: physiological system identification; multiscale signal processing; bioinformatics; medical image analyses; explainable artificial intelligence; clinical decision support systems; pregnancy monitoring; fetus monitoring; pelvic floor muscle monitoring and therapy support; physiological measurements of sexual reactions; nonlinear signal processing and system identification; causal modeling; Bayesian nets; probabilistic nets; health intelligence
Advances in Intelligent Transportation and Sustainable Mobility
edited by Dyczkowska Joanna and
submission deadline 20 Feb 2026 | 2 articles | Viewed by 1241 | Submission Open
Keywords: intelligent transportation solutions; mobility as a service; sustainable urban development; smart supply chains; logistics planning using artificial intelligence; automation; warehouse management
(This special issue belongs to the Section Transportation and Future Mobility)
Deep Well Drilling and Sustainable Practices in Petroleum Engineering submission deadline 20 Feb 2026 | 1 articles | Viewed by 1212 | Submission Open
Keywords: deep well drilling; sustainable petroleum engineering; environmental impact; wellbore stability; energy-efficient technologies; biodegradable materials; digitalization in drilling; waste minimization; advanced drilling technologies; CO2 emissions reduction
State-of-the-Art Peri Implant Therapy submission deadline 20 Feb 2026 | 1 articles | Viewed by 1188 | Submission Open
Keywords: implant therapy; non surgical peri-implant therapy; peri-implant mucositis; peri-implantitis
(This special issue belongs to the Section Applied Dentistry and Oral Sciences)
Applied Superconductivity: Material, Design, and Application
edited by Andrea Musso and Antonello Tebano
submission deadline 20 Feb 2026 | 2 articles | Viewed by 1170 | Submission Open
Keywords: superconductivity; high-temperature superconductors; superconducting magnets; ferromagnetic materials; piezoelectric materials
(This special issue belongs to the Section Electrical, Electronics and Communications Engineering)
Autonomous Vehicles and Robotics—2nd Edition
edited by Nan Ma, Taohong Zhang and Yang Yang
submission deadline 20 Feb 2026 | 3 articles | Viewed by 1150 | Submission Open
Keywords: autonomous vehicle; intelligent interaction; self-driving environment perception; machine vision; visual understanding
(This special issue belongs to the Section Robotics and Automation)
Advances in Optics, Photonics and Lasers submission deadline 20 Feb 2026 | Viewed by 1004 | Submission Open
Keywords: optics; photonics; lasers; MOEMS; optical sensors; quantum optics; optoelectronic
(This special issue belongs to the Section Optics and Lasers)
Recycling and Second Life Applications of Lithium-Ion Batteries submission deadline 20 Feb 2026 | 1 articles | Viewed by 959 | Submission Open
Keywords: lithium-ion batteries; critical raw materials; strategic metals recovery; circular economy; sustainability
(This special issue belongs to the Section Energy Science and Technology)
Low-Dimensional Quantum Materials: Synthesis, Properties, and Potential Applications
edited by and Can Wang
submission deadline 20 Feb 2026 | 1 articles | Viewed by 911 | Submission Open
Keywords: quantum dots; nanowires; 2D materials; atomically thin crystals; moiré superlattices; van der Waals heterostructures; topological quantum states; topological insulators; Dirac semimetal; Weyl semimetal; nodal-line semimetals; Majorana fermions; quantum spin Hall effect; charge density wave; excitons; valleytronics; quantum magnetism; superconducting interfaces; monolayer semiconductors; quantum confinement; quantum criticality; molecular beam epitaxy; chemical vapor deposition; scanning tunneling microscopy; scanning tunneling spectroscopy; angle-resolved photoemission spectroscopy; scanning tunneling electron microscopy; quantum transport
(This special issue belongs to the Section Materials Science and Engineering)
Applied Numerical Analysis and Computing in Mechanical Engineering
edited by Zeljko Tukovic and Tomislav Maric
submission deadline 20 Feb 2026 | 2 articles | Viewed by 897 | Submission Open
Keywords: numerical analysis; computational mechanics; finite element analysis (FEA); computational fluid dynamics (CFD); heat and mass transfer; multi-physics modeling; mesh-free methods; optimization techniques; fluid-structure interaction; machine learning in engineering; dynamics and control; applied mathematics in engineering
(This special issue belongs to the Section Mechanical Engineering)
Artificial Intelligence Applied to Power Systems and Lightning Protection submission deadline 20 Feb 2026 | 1 articles | Viewed by 862 | Submission Open
Keywords: artificial intelligence; machine learning; deep learning; power systems; smart grids; lightning protection; lightning detection; lighting prediction; fault detection; risk assessment
(This special issue belongs to the Section Computing and Artificial Intelligence)
Application of Ultrasonic Non-Destructive Testing—Second Edition submission deadline 20 Feb 2026 | 1 articles | Viewed by 825 | Submission Open
Keywords: ultrasound in civil; aerospace; and geological materials; ultrasonic NDT; ultrasonic NDE; ultrasonic-based SHM; material characterization; ultrasound phased arrays; guided waves; ultrasound transducers
(This special issue belongs to the Section Acoustics and Vibrations)
Just Transition in Mining: Methane Mitigation, Energy Recovery, and Smart Ventilation Systems
edited by Marek Borowski and
submission deadline 20 Feb 2026 | 1 articles | Viewed by 777 | Submission Open
Keywords: green mining; methane emissions; smart ventilation; energy efficiency; digital twin; mine environmental control; emission mitigation; underground mining; modeling and simulation; ventilation systems
(This special issue belongs to the Section Environmental Sciences)
Intelligent Information Retrieval and Context-Aware Computing
edited by Taha Osman and
submission deadline 20 Feb 2026 | Viewed by 767 | Submission Open
Keywords: context awareness; information retrieval; NLP; domain knowledge; large language models; generative AI
(This special issue belongs to the Section Computing and Artificial Intelligence)
Medicinal Plants: From Health Benefits to Chemical Composition submission deadline 20 Feb 2026 | Viewed by 703 | Submission Open
Keywords: phytomedicine; secondary metabolites; herbal products; biotherapeutic; metabolic diseases; chemical composition; bioactive compounds; medicinal plants; botanical products
(This special issue belongs to the Section Chemical and Molecular Sciences)
Current Advances in Intelligent Semantic Technologies submission deadline 20 Feb 2026 | 1 articles | Viewed by 674 | Submission Open
Keywords: knowledge representation and reasoning (KR& R); rule-based systems; ontology; knowledge graphs; ontology engineering; automated reasoning; semantic interoperability; scalable knowledge graphs; formal verification in AI; explainable AI; logic-based AI and deductive systems
(This special issue belongs to the Section Computing and Artificial Intelligence)
Challenges and Future Trends in Unmanned Aerial Vehicles: Control, Sensor Integration, Networks, Systems and Applications submission deadline 20 Feb 2026 | Viewed by 665 | Submission Open
Keywords: unmanned aerial vehicles; drones; control; sensor integration; networks; systems and applications
(This special issue belongs to the Section Robotics and Automation)
Advances in Energy Dissipation Systems submission deadline 20 Feb 2026 | 1 articles | Viewed by 654 | Submission Open
Keywords: energy absorption mechanisms; structural damping; vibration control; seismic energy dissipation; dynamic response mitigation; passive damping systems; active damping systems
Future Applications of Large Language Models
edited by , and Paolo Fantozzi
submission deadline 20 Feb 2026 | Viewed by 597 | Submission Open
Keywords: large language models (LLMs); LLM applications; generative AI; explainable AI (XAI); natural language processing; artificial intelligence; human– computer interactions; agentic AI; multimodal AI
(This special issue belongs to the Section Computing and Artificial Intelligence)
Applied Computer Methods in Building Engineering
edited by Hyunkyu Shin and
submission deadline 20 Feb 2026 | 1 articles | Viewed by 578 | Submission Open
Keywords: building information modeling (BIM) and digital twins; computational design and performance analysis; automation in design; planning; and construction; artificial intelligence and machine learning for building systems; smart building operations and facility management; sensor technologies and real-time monitoring; predictive maintenance using data-driven approaches; visualization; AR/VR; and digital workflows; human– computer interaction in building environments; data analytics and decision support tools in construction
(This special issue belongs to the Section Computing and Artificial Intelligence)
Machine Learning and Metaheuristics for Nonlinear Control Systems: Bridging Theory and Diverse Applications submission deadline 20 Feb 2026 | Viewed by 563 | Submission Open
Keywords: nonlinear systems control; machine learning for control; metaheuristic optimization; adaptive control strategies; reinforcement learning; robotics; photovoltaic systems; biological systems
(This special issue belongs to the Section Robotics and Automation)
Laser-Induced Self-Formed Structures: From Physical Phenomena and Theoretical Concepts to Engineering Applications
edited by Huaiyu Cui and
submission deadline 20 Feb 2026 | 1 articles | Viewed by 557 | Submission Open
Keywords: laser processing; self-formed structures; micro/nano; surface behavior
(This special issue belongs to the Section Mechanical Engineering)
Utilization of Industrial Waste in Cemetitious Materials
edited by
submission deadline 20 Feb 2026 | 1 articles | Viewed by 550 | Submission Open
Keywords: industrial waste; building demolish waste; municipal waste; mineral tailings; foundry sands; cemetitious materials
(This special issue belongs to the Section Civil Engineering)
Advances in Engineering Soil Properties and Testing for Ground Stabilization, 2nd Edition
edited by and
submission deadline 20 Feb 2026 | 1 articles | Viewed by 517 | Submission Open
Keywords: soil properties; soil evaluation; ground stabilization; ground improvement; traditional and nontraditional admixtures
(This special issue belongs to the Section Civil Engineering)
Advanced Surface Engineering for Tribological Applications submission deadline 20 Feb 2026 | Viewed by 503 | Submission Open
Keywords: advanced tribology; hard coatings; surface treatments; tribological modeling and simulation; microstructure and properties
(This special issue belongs to the Section Surface Sciences and Technology)
Advanced Intelligent Technologies in Bioinformatics and Biomedicine
edited by
submission deadline 20 Feb 2026 | Viewed by 496 | Submission Open
Keywords: deep learning approaches to biomedical data analysis; computational genomics; proteomics; and metabolomics; single-cell omics data analysis; network biology and systems biology; biomarker discovery and personalized medicine; pharmacogenomics and drug discovery; AI-driven medical imaging and diagnostics; bioinformatics tools and software development
(This special issue belongs to the Section Applied Biosciences and Bioengineering)
Evaluation, Measurement and Verification of Energy Savings
edited by
submission deadline 20 Feb 2026 | 1 articles | Viewed by 451 | Submission Open
Keywords: energy savings; measurement and verification; inflation rate; interest rate; payback; carbon emission factor
(This special issue belongs to the Section Energy Science and Technology)
Advances in Noise and Vibration Signal Processing in Transportation Systems
edited by
submission deadline 20 Feb 2026 | Viewed by 446 | Submission Open
Keywords: noise; vibration; signal processing; transportation systems; transport; means of transport; transportation infrastructure; technical condition; safety; diagnosing; measurement; durability; wear; operation; reliability; fault detection; data transmission; artificial intelligence; filtration; fault diagnosis
(This special issue belongs to the Section Transportation and Future Mobility)
Machine Learning-Aided Design of New and Existing Buildings submission deadline 20 Feb 2026 | Viewed by 427 | Submission Open
Keywords: seismic design of reinforced concrete (R/C) structures; seismic design of steel structures; seismic design of masonry structures; seismic assessment and retrofitting of existing structures; soil– structure interaction effects; artificial intelligence; machine learning; deep learning; software development; materials science; structural health monitoring; structural system identification; structural control; building information modeling; digital twins
(This special issue belongs to the Section Computing and Artificial Intelligence)
Deep Learning and Machine Learning in Biomedical Data: 2nd Edition submission deadline 20 Feb 2026 | Viewed by 423 | Submission Open
Keywords: imaging: X-ray; US; CT; MRI; fMRI; PET; SPECT; molecular imaging; pathologic slice; cell imaging; etc.; text: EMR data; descriptive data; etc.; waveform: EEG; MEG; ECoG; ECG; voice; electrophisiologic data; etc.; genetic data; CNN; RNN; transformer; large language model; generative AI; multimodal data
(This special issue belongs to the Section Computing and Artificial Intelligence)
Advances in Technologies for Data Privacy and Security
edited by and Reiner Creutzburg
submission deadline 20 Feb 2026 | Viewed by 406 | Submission Open
Keywords: data privacy; cybersecurity; artificial intelligence; generative AI; privacy -preserving machine learning; federated learning; differential privacy; model security; homomorphic encryption; blockchain security
(This special issue belongs to the Section Computing and Artificial Intelligence)
Current Updates on Optical Scattering
edited by Zhipeng Yu and
submission deadline 20 Feb 2026 | Viewed by 387 | Submission Open
Keywords: optical scattering; optical wavefront shaping; optical modulation; optical phase conjugation; intelligent algorithms; transmission matrix; artificial intelligence; machine learning; and deep learning; optical encryption; optical holography
(This special issue belongs to the Section Applied Physics General)
Advances in Decarbonization and Circularity in the Built Environment
edited by , Elisabetta Palumbo and
submission deadline 20 Feb 2026 | 1 articles | Viewed by 380 | Submission Open
Keywords: building LCA; zero CDW; bioclimatic design; life quality; environmental impacts mitigation; local supply chain; circular economy; environmental; social and economic sustainability
(This special issue belongs to the Section Civil Engineering)
Fatigue and Fracture in Advanced and Sustainable Materials submission deadline 20 Feb 2026 | Viewed by 362 | Submission Open
Keywords: fracture; fatigue; structural integrity; finite elements; energy-based approaches; testing; machine learning; data-driven approaches; additive manufaturing; advanced materials
(This special issue belongs to the Section Mechanical Engineering)
Advances in Technologies, Algorithms and Applications for Planning, Scheduling and Optimization
edited by
submission deadline 20 Feb 2026 | Viewed by 361 | Submission Open
Keywords: logistical planning; just-in-time manufacturing; route optimization; IOT; bio-inspired optimization; data streaming; big data analytics; meta-heuristics
(This special issue belongs to the Section Computing and Artificial Intelligence)
Sports Medicine: Latest Advances and Prospects—2nd Edition
edited by Javier Portillo and
submission deadline 20 Feb 2026 | Viewed by 353 | Submission Open
Keywords: sports medicine; exercise medicine; sports science; injury prevention; regenerative therapies
(This special issue belongs to the Section Biomedical Engineering)
Blasting Analysis and Impact Engineering on Materials and Structures
edited by and
submission deadline 20 Feb 2026 | Viewed by 352 | Submission Open
Keywords: impact dynamics; structural response; material failure; protective design; high strain rate; energy absorption; multi-scale simulation
(This special issue belongs to the Section Materials Science and Engineering)
Advanced Techniques and Applications in Magnetic Resonance Imaging
edited by Krzysztof Malczewski and Ryszard Kozera
submission deadline 20 Feb 2026 | Viewed by 351 | Submission Open
Keywords: MRI; fMRI; DTI; magnetic resonance spectroscopy; nuclear magnetic resonance; medical physics; nuclear; AI
(This special issue belongs to the Section Biomedical Engineering)
Cognitive Modeling: Theory, Methods and Applications
edited by , Luca Szegletes and
submission deadline 20 Feb 2026 | Viewed by 348 | Submission Open
Keywords: neural networks; cognitive modeling; machine learning; educational assessment; ADHD; learning difficulties; synthetic data generation; model validation; adaptive learning; psychometric modeling; attention disorders; computational psychology; artificial intelligence; cognitive simulation; educational technology; case studies; biofeedback; item response theory; cognitive abilities; individual differences
(This special issue belongs to the Section Computing and Artificial Intelligence)
New Challenges in Intelligent Agent Systems submission deadline 20 Feb 2026 | Viewed by 320 | Submission Open
Keywords: multiagent system; agent-based simulation; education; transportation; security; healthcare; sustainability
(This special issue belongs to the Section Computing and Artificial Intelligence)
Advancements in Geographic Information Systems (GIS) and Data Mining Technologies
edited by
submission deadline 20 Feb 2026 | Viewed by 306 | Submission Open
Keywords: machine learning; data mining; GIS; spatial pattern; prediction
(This special issue belongs to the Section Earth Sciences)
Secure and Privacy-Preserving Technologies for Satellite Communications
edited by and Songnian Zhang
submission deadline 20 Feb 2026 | Viewed by 297 | Submission Open
Keywords: satellite constellation; remote sensing; satellite navigation; security and privacy; on-orbit processing
(This special issue belongs to the Section Electrical, Electronics and Communications Engineering)
Neural Networks for Circuit Design
edited by Sneha Banerjee and
submission deadline 20 Feb 2026 | Viewed by 296 | Submission Open
Keywords: neural networks; circuit design; electronic design automation (EDA); reduced-order modeling; compact modeling; analog and digital circuits; RF and mixed-signal systems; neural network-based optimization; automated circuit design; circuit performance prediction models
(This special issue belongs to the Section Electrical, Electronics and Communications Engineering)
Application of Antioxidants in Pharmaceutics and Physical Chemistry submission deadline 20 Feb 2026 | Viewed by 294 | Submission Open
Keywords: physical chemistry; spectroscopy; in silico; molecular docking; molecular dynamics; NMR crystallography; extraction methods
(This special issue belongs to the Section Chemical and Molecular Sciences)
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