Search Results - Model Development— modeling methodologies General Terms Algorithms Keywords Model order reduction*

The Quest for the Best Explanation: Comparing Models and XAI Methods in Air Quality Modeling Tasks.

Authors: Tasioulis, Thomas Bagkis, Evangelos Kassandros, Theodosios et al.

Source: Applied Sciences (2076-3417); Jul2025, Vol. 15 Issue 13, p7390, 17p

Subject Terms: AIR quality monitoring, ARTIFICIAL intelligence, PREDICTION models, PARTICULATE matter, FEATURE selection, MACHINE learning, DIMENSIONAL reduction algorithms

Geographic Terms: ASIA, BEIJING (China)

Analogues of Π Theorem via Machine Learning for Hydraulic Conveyance Laws.

Authors: Chen, Hailiang Wang, Feifei Huai, Wenxin et al.

Source: Water Resources Research; Aug2025, Vol. 61 Issue 8, p1-19, 19p

Subject Terms: PRINCIPAL components analysis, DIMENSIONAL reduction algorithms, FRICTION losses, DIMENSIONLESS numbers, MACHINE learning, PREDICTION models, FLUID mechanics, SCOUR (Hydraulic engineering)

Predicting Stroke-Associated Pneumonia in Acute Ischemic Stroke: A Machine Learning Model Development and Validation Study with CBC-Derived Inflammatory Indices.

Authors: Xie, Mengqi Liu, Zhiying Dai, Fangfang et al.

Source: International Journal of General Medicine; Jun2025, Vol. 18, p3117-3128, 12p

Subject Terms: MACHINE learning, MONOCYTE lymphocyte ratio, ISCHEMIC stroke, PLATELET lymphocyte ratio, MODEL validation

Designing and Validating an Organizational Intimacy Model in Remote Working Conditions: A Mixed-Methods Approach

Authors: seyed ali ghoreyshian Mohammad Ali Sarlak davoud gholamrezaei et al.

Source: مدیریت بهره وری, Vol 19, Iss 74, Pp 215-238 (2025)

Subject Terms: organizational intimacy, remote work, validation, content analysis, mixed approach, Management. Industrial management, HD28-70

File Description: electronic resource

Relation: https://sanad.iau.ir/journal/jpm/Article/975771; https://doaj.org/toc/2716-9979; https://doaj.org/toc/2476-7298

Access URL: https://doaj.org/article/cff44867b37d45689286daac1ad138c5

Predictive Analytics and Soft Computing Models for Groundwater Vulnerability Assessment in High-Salinity Regions of the Southeastern Anatolia Project (GAP), Türkiye.

Authors: Karabulut, Abdullah Izzeddin Nacar, Sinan Yesilnacar, Mehmet Irfan et al.

Source: Water (20734441); Jul2025, Vol. 17 Issue 13, p1855, 29p

Subject Terms: GROUNDWATER, SALINITY, PREDICTION models, SOFT computing, AGRICULTURE, ARTIFICIAL neural networks, ENVIRONMENTAL risk assessment

Geographic Terms: TURKEY

DeMOR: Decentralized Model Order Reduction of Linear Networks with Massive Ports ∗

Contributors: The Pennsylvania State University CiteSeerX Archives

Source: http://www.ee.ucr.edu/~stan/papers/dac08demor.pdf.pdf.

Subject Terms: Categories and Subject Descriptors I.6.5 [Simulation and Modeling, Model Development— modeling methodologies General Terms Algorithms Keywords Model order reduction, decentralized, multi-port networks

File Description: application/pdf

Relation: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.468.9868; http://www.ee.ucr.edu/~stan/papers/dac08demor.pdf.pdf

Availability: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.468.9868
http://www.ee.ucr.edu/~stan/papers/dac08demor.pdf.pdf

Mathematical Optimization in Machine Learning for Computational Chemistry.

Authors: Zekić, Ana

Source: Computation; Jul2025, Vol. 13 Issue 7, p169, 23p

Subject Terms: MATHEMATICAL optimization, MACHINE learning, COMPUTATIONAL chemistry, SUBGRADIENT methods, SURROGATE-based optimization, ACTIVE learning, MOLECULAR dynamics

NESTML: a generic modeling language and code generation tool for the simulation of spiking neural networks with advanced plasticity rules.

Authors: Linssen, Charl Babu, Pooja N. Eppler, Jochen M. et al.

Source: Frontiers in Neuroinformatics; 2025, p1-21, 21p

Subject Terms: ARTIFICIAL neural networks, MODELING languages (Computer science), SYNAPSES, C++, SYNTAX (Grammar)

Coupling HEC-RAS and AI for River Morphodynamics Assessment Under Changing Flow Regimes: Enhancing Disaster Preparedness for the Ottawa River.

Authors: Qureshi, Mohammad Uzair Anwar Amiri, Afshin Ebtehaj, Isa et al.

Source: Hydrology (2306-5338); Feb2025, Vol. 12 Issue 2, p25, 41p

Subject Terms: MACHINE learning, WATER management, FLOOD forecasting, FLOODPLAIN management, EMERGENCY management

A Predictive Model of Cardiovascular Aging by Clinical and Immunological Markers Using Machine Learning.

Authors: Suleimenova, Madina Abzaliyev, Kuat Mansurova, Madina et al.

Source: Diagnostics (2075-4418); Apr2025, Vol. 15 Issue 7, p850, 21p

Subject Terms: MACHINE learning, BIOMARKERS, PREMATURE aging (Medicine), ARTIFICIAL intelligence, K-nearest neighbor classification

A machine learning approach to predicting inpatient mortality among pediatric acute gastroenteritis patients in Kenya.

Authors: Ogwel, Billy Mzazi, Vincent H. Nyawanda, Bryan O. et al.

Source: Learning Health Systems; Apr2025, Vol. 9 Issue 2, p1-11, 11p

Subject Terms: MACHINE learning, HOSPITAL mortality, DEATH forecasting, HEALTH care industry, PEDIATRIC gastroenterology, MEDICAL records, SENSITIVITY analysis, KENYANS

Geographic Terms: KENYA

A Modular Mathematical Model of the Immune Response for Investigating the Pathogenesis of Infectious Diseases.

Authors: Miroshnichenko, Maxim I. Kolpakov, Fedor A. Akberdin, Ilya R.

Source: Viruses (1999-4915); May2025, Vol. 17 Issue 5, p589, 36p

Subject Terms: VIRUS diseases, COVID-19 pandemic, COMMUNICABLE diseases, DIGITAL twin, NATURAL immunity

REVIEW OF HEATING VENTILATION, AND AIR-CONDITIONING (HVAC) SYSTEM MODELING TECHNIQUE.

Authors: Chukwuma-Uchegbu, Miriam Ijeoma Girei, Zulai Jarmai Baba Mounir, Soumia et al.

Source: Procedia-Environmental Science, Engineering & Management; 2023, Vol. 10 Issue 3, p359-379, 21p

Subject Terms: HEATING, VENTILATION, ENERGY consumption, AIR conditioning, SYSTEMS design

Integrated Modeling of Hybrid Nanofiltration/Reverse Osmosis Desalination Plant Using Deep Learning-Based Crow Search Optimization Algorithm.

Authors: Abba, Sani. I. Usman, Jamilu Abdulazeez, Ismail et al.

Source: Water (20734441); Oct2023, Vol. 15 Issue 19, p3515, 17p

Subject Terms: DEEP learning, OPTIMIZATION algorithms, SALINE water conversion, REVERSE osmosis, SEARCH algorithms, NANOFILTRATION, STANDARD deviations

Development of a Population Pharmacokinetic Gabapentin Model Leveraging Therapeutic Drug Monitoring Concentrations.

Authors: Al-Zubaydi, Firas Wassef, Andrew Kagan, Leonid et al.

Source: Pharmaceutics; Dec2024, Vol. 16 Issue 12, p1514, 11p

Subject Terms: DRUG monitoring, TYPE 2 diabetes diagnosis, PARAMETER estimation, BODY mass index, GABA

Whole-Body Physiologically Based Pharmacokinetic Modeling of GalNAc-Conjugated siRNAs.

Authors: Salim, Emilie Langeskov Kristensen, Kim Sjögren, Erik

Source: Pharmaceutics; Jan2025, Vol. 17 Issue 1, p69, 18p

Subject Terms: SMALL interfering RNA, REDUCED instruction set computers, LIVER cells, PHARMACOKINETICS, EXTRAVASATION

Airborne Geophysical and Borehole Data Fusion to Improve Mississippi River Valley Alluvial Aquifer Characterization.

Authors: Attia, Michael Tsai, Frank T.‐C.

Source: Water Resources Research; Jul2025, Vol. 61 Issue 7, p1-27, 27p

Subject Terms: AQUIFERS, GEOPHYSICAL surveys, WATERSHEDS, GEOSPATIAL data, GROUNDWATER analysis, MULTISENSOR data fusion, HYDROGEOLOGICAL surveys

Geographic Terms: MISSISSIPPI River Valley, MISSISSIPPI River, MISSISSIPPI

Identifying Canopy Snow in Subalpine Forests: A Comparative Study of Methods.

Authors: Harvey, Natasha Burns, Sean P. Musselman, Keith N. et al.

Source: Water Resources Research; Jan2025, Vol. 61 Issue 1, p1-23, 23p

Subject Terms: CONVOLUTIONAL neural networks, ARTIFICIAL neural networks, ANALYSIS of covariance, IMAGE analysis, COMPARATIVE method

Coupling Reservoir Operation and Rainfall‐Runoff Processes for Streamflow Simulation in Watersheds.

Authors: Vora, Anav Cai, Ximing Chen, Yanan et al.

Source: Water Resources Research; Jun2024, Vol. 60 Issue 6, p1-24, 24p

Subject Terms: STREAMFLOW, WATERSHEDS, WATERSHED management, HYDROLOGIC models, RAINFALL, CONCEPTUAL models

Innovative Computational Design of Sustainable Milk-Clotting Peptides for Enhanced Cheese Production

Authors: S Saleem, Shilan Michael Akinola, Oluwasola Abdul Rahman, Mohd Basyaruddin et al.

Source: Applied Food Biotechnology. 12(1)