Search Results - S.I.: Timely Advances of Deep Learning with publications and Data Driven Modeling*

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

Authors: Ramazanli, Burcu Yagmur, Oyku Sarioglu, Efe Cesur et al.

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

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

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

Authors: Šabić, Josip Perković, Toni Šolić, Petar et al.

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

Subject Terms: 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.

Authors: Qiao, Xin Zhang, Ke Huang, Weimin

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

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

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

Authors: Macêdo, Bruno da S. Lima, Larissa Fonseca, Douglas Lima et al.

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

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

Geographic Terms: KOSOVO (Republic)

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

Authors: Gu, Kan Wang, Yizhe Yang, Zheng et al.

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

Subject Terms: 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.

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

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

Subject Terms: 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.

Authors: Kim, Jaemin Shin, Seongwoong Lee, Seulki et al.

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

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

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

Authors: Bahadori-Jahromi, Ali Room, Shah Paknahad, Chia et al.

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

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

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

Authors: Yu, Wenya Zhou, Xiaowei Wang, Dongsheng et al.

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

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

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

Authors: Crenganis, Loredana Mariana Pricop, Claudiu Ionuț Diac, Maximilian et al.

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

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

Geographic Terms: ROMANIA

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

Authors: Biazar, Seyed M. Golmohammadi, Golmar Nedhunuri, Rohit R. et al.

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

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

Authors: Rani, Sita Kumar, Raman Panda, B. S. et al.

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

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

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

Authors: Isania, Fatemeh Galgaro, Antonio

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

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

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

Authors: Ahmed, Shamseddin M. Biro Turk, Khalid G. Ahmed, Adam E. et al.

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

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

Geographic Terms: SAUDI Arabia

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

Authors: Zheng, Kun Sun, Zhiyuan Song, Yi et al.

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

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

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

Authors: Cina, Elda Elbasi, Ersin Elmazi, Gremina et al.

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

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

Authors: Mănescu, Dan Cristian

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

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

Digital Transition as a Driver for Sustainable Tailor-Made Farm Management: An Up-to-Date Overview on Precision Livestock Farming.

Authors: Losacco, Caterina Pugliese, Gianluca Forte, Lucrezia et al.

Source: Agriculture; Basel; Jul2025, Vol. 15 Issue 13, p1383, 36p

Subject Terms: SUSTAINABLE agriculture, ANIMAL feeding behavior, AGRICULTURE, FARM management, MACHINE learning, TRADITIONAL farming, AGRICULTURAL intensification

Artificial Intelligence of Things (AIoT) Advances in Aquaculture: A Review.

Authors: Huang, Yo-Ping Khabusi, Simon Peter

Source: Processes; Jan2025, Vol. 13 Issue 1, p73, 47p

Subject Terms: ARTIFICIAL intelligence, WATER quality management, MACHINE learning, DATA privacy, BIOMASS estimation

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

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

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

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