Výsledky vyhledávání - S.I.: Timely Advances of Deep Learning with publications and Data Driven Modeling

Flood Risk Prediction and Management by Integrating GIS and HEC-RAS 2D Hydraulic Modelling: A Case Study of Ungheni, Iasi County, Romania.

Autoři: Crenganis, Loredana Mariana Pricop, Claudiu Ionuț Diac, Maximilian a další

Zdroj: Water (20734441); Oct2025, Vol. 17 Issue 20, p2959, 31p

Témata: FLOOD risk, GEOGRAPHIC information systems, URBAN planning, EMERGENCY management, FLOODPLAIN management, CLIMATE change adaptation, HYDRAULIC models

Geografický termín: ROMANIA

Evapotranspiration Estimation in the Arab Region: Methodological Advances and Multi-Sensor Integration Framework.

Autoři: Ahmed, Shamseddin M. Biro Turk, Khalid G. Ahmed, Adam E. a další

Zdroj: Water (20734441); Sep2025, Vol. 17 Issue 18, p2702, 26p

Témata: EVAPOTRANSPIRATION, MACHINE learning, WATER management, REMOTE sensing, SUSTAINABLE development, CLIMATE change

Geografický termín: SAUDI Arabia

Machine Learning-Powered Smart Healthcare Systems in the Era of Big Data: Applications, Diagnostic Insights, Challenges, and Ethical Implications.

Autoři: Rani, Sita Kumar, Raman Panda, B. S. a další

Zdroj: Diagnostics (2075-4418); Aug2025, Vol. 15 Issue 15, p1914, 40p

Témata: MACHINE learning, BIG data, DATA privacy, INTERNET of medical things, SOCIAL responsibility, FEDERATED learning, DIAGNOSTIC examinations, DIGITAL health

Wind Turbine Fault Detection Through Autoencoder-Based Neural Network and FMSA.

Autoři: Nogueira, Welker Facchini Melani, Arthur Henrique de Andrade de Souza, Gilberto Francisco Martha

Zdroj: Sensors (14248220); Jul2025, Vol. 25 Issue 14, p4499, 41p

Témata: WIND turbines, AUTOENCODERS, OUTLIER detection, CONDITION-based maintenance, FAILURE analysis, CLEAN energy, ARTIFICIAL neural networks, FAULT diagnosis

Staphylococci in Livestock: Molecular Epidemiology, Antimicrobial Resistance, and Translational Strategies for One Health Protection.

Autoři: Elbehiry, Ayman Marzouk, Eman

Zdroj: Veterinary Sciences. Aug2025, Vol. 12 Issue 8, p757. 35p.

Data-Driven Modeling of Air Traffic Controllers' Policy to Resolve Conflicts.

Autoři: Bastas, Alevizos Vouros, George A.

Zdroj: Aerospace (MDPI Publishing); Jun2023, Vol. 10 Issue 6, p557, 24p

Témata: AIR traffic controllers, ARTIFICIAL intelligence, CONFLICT management, AIR traffic, MACHINE learning, FLIGHT simulators

Modeling Techniques and Boundary Conditions in Abdominal Aortic Aneurysm Analysis: Latest Developments in Simulation and Integration of Machine Learning and Data-Driven Approaches.

Autoři: Ramazanli, Burcu Yagmur, Oyku Sarioglu, Efe Cesur a další

Zdroj: Bioengineering (Basel); May2025, Vol. 12 Issue 5, p437, 51p

Témata: ABDOMINAL aortic aneurysms, COMPUTATIONAL fluid dynamics, DEEP learning, FLUID-structure interaction, FINITE element method

Buzzing with Intelligence: A Systematic Review of Smart Beehive Technologies.

Autoři: Šabić, Josip Perković, Toni Šolić, Petar a další

Zdroj: Sensors (14248220); Sep2025, Vol. 25 Issue 17, p5359, 47p

Témata: INTERNET of things, MACHINE learning, BEEKEEPING, DETECTORS, BEEHIVES, BEE colonies, DEEP learning

Impacts of Climate Change on Oceans and Ocean-Based Solutions: A Comprehensive Review from the Deep Learning Perspective.

Autoři: Qiao, Xin Zhang, Ke Huang, Weimin

Zdroj: Remote Sensing; Jul2025, Vol. 17 Issue 13, p2306, 59p

Témata: CLIMATE change, OCEAN, RENEWABLE energy sources, MARINE ecology, REMOTE sensing, OCEAN acidification, DEEP learning, CARBON sequestration

The Role of Artificial Intelligence and Machine Learning in Advancing Civil Engineering: A Comprehensive Review.

Autoři: Bahadori-Jahromi, Ali Room, Shah Paknahad, Chia a další

Zdroj: Applied Sciences (2076-3417); Oct2025, Vol. 15 Issue 19, p10499, 52p

Témata: ARTIFICIAL intelligence, MACHINE learning, GEOTECHNICAL engineering, CIVIL engineering, STRUCTURAL health monitoring, SUSTAINABILITY

Evolutionary-Assisted Data-Driven Approach for Dissolved Oxygen Modeling: A Case Study in Kosovo.

Autoři: Macêdo, Bruno da S. Lima, Larissa Fonseca, Douglas Lima a další

Zdroj: Earth (2673-4834); Sep2025, Vol. 6 Issue 3, p81, 25p

Témata: DISSOLVED oxygen in water, WATER quality, ENVIRONMENTAL monitoring, MODEL validation, GENETIC algorithms, MACHINE learning, ENVIRONMENTAL management

Geografický termín: KOSOVO (Republic)

From Empirical Judgment to Data-Driven Approaches: A Survey of Traffic Reorganization and Management During Urban River-Crossing Corridor Construction.

Autoři: Gu, Kan Wang, Yizhe Yang, Zheng a další

Zdroj: Applied Sciences (2076-3417); Sep2025, Vol. 15 Issue 18, p10133, 37p

Témata: TRAFFIC engineering, ARTIFICIAL intelligence, MULTISENSOR data fusion, PREDICTION models, EMPIRICAL research, STATISTICAL decision making, INFRASTRUCTURE (Economics), URBAN planning

Application of Machine Learning Models in Optimizing Wastewater Treatment Processes: A Review.

Autoři: Zamfir, Florin-Stefan Carbureanu, Madalina Mihalache, Sanda Florentina

Zdroj: Applied Sciences (2076-3417); Aug2025, Vol. 15 Issue 15, p8360, 54p

Témata: MACHINE learning, DEEP learning, PREDICTION models, WASTEWATER treatment, ENVIRONMENTAL compliance, ARTIFICIAL intelligence, MATHEMATICAL optimization, ENERGY consumption

A Potential Outlier Detection Model for Structural Crack Variation Using Big Data-Based Periodic Analysis.

Autoři: Kim, Jaemin Shin, Seongwoong Lee, Seulki a další

Zdroj: Buildings (2075-5309); Oct2025, Vol. 15 Issue 19, p3492, 36p

Témata: BIG data, STRUCTURAL health monitoring, OUTLIER detection, RISK management in business, CONDITION-based maintenance, BUILDING failures, DATA analysis

The Development and Construction of City Information Modeling (CIM): A Survey from Data Perspective †.

Autoři: Yu, Wenya Zhou, Xiaowei Wang, Dongsheng a další

Zdroj: Applied Sciences (2076-3417); May2025, Vol. 15 Issue 9, p4696, 29p

Témata: ARTIFICIAL intelligence, SUSTAINABLE urban development, CITIES & towns, URBAN growth, GEOGRAPHIC information systems

The Role of AI in Predictive Modelling for Sustainable Urban Development: Challenges and Opportunities.

Autoři: Cina, Elda Elbasi, Ersin Elmazi, Gremina a další

Zdroj: Sustainability (2071-1050); Jun2025, Vol. 17 Issue 11, p5148, 39p

Artificial Intelligence in Hydrology: Advancements in Soil, Water Resource Management, and Sustainable Development.

Autoři: Biazar, Seyed M. Golmohammadi, Golmar Nedhunuri, Rohit R. a další

Zdroj: Sustainability (2071-1050); Mar2025, Vol. 17 Issue 5, p2250, 27p

Machine Learning for Design Optimization and PCM-Based Storage in Plate Heat Exchangers: A Review.

Autoři: Isania, Fatemeh Galgaro, Antonio

Zdroj: Energies (19961073); Oct2025, Vol. 18 Issue 19, p5115, 39p

Témata: MACHINE learning, PLATE heat exchangers, COMPUTATIONAL fluid dynamics, ARTIFICIAL intelligence, HEAT storage, MULTIDISCIPLINARY design optimization, PHASE change materials, DIGITAL twin

Stochastic Scenario Generation Methods for Uncertainty in Wind and Photovoltaic Power Outputs: A Comprehensive Review.

Autoři: Zheng, Kun Sun, Zhiyuan Song, Yi a další

Zdroj: Energies (19961073); Feb2025, Vol. 18 Issue 3, p503, 31p

Témata: WIND power, ROBUST optimization, RENEWABLE energy sources, DEEP learning, PARAMETER estimation

Big Data Analytics Framework for Decision-Making in Sports Performance Optimization.

Autoři: Mănescu, Dan Cristian

Zdroj: Data (2306-5729); Jul2025, Vol. 10 Issue 7, p116, 29p

Témata: BIG data, DATA analytics, ATHLETIC ability, WEARABLE technology, DECISION support systems, OPERATIONS research, MANAGERS of sports teams, INJURY risk factors