Search Results - Model Development—modeling methodologies General Terms Algorithms

A Data-Driven Machine Learning Framework Proposal for Selecting Project Management Research Methodologies.

Authors: Didraga, Otniel Albu, Andrei Negrut, Viorel et al.

Source: Applied Sciences (2076-3417); Jul2025, Vol. 15 Issue 13, p7263, 16p

Subject Terms: PROJECT management, RESEARCH methodology, EMPIRICAL research, MACHINE learning, REPRODUCIBLE research, CLASSIFICATION algorithms, RECOMMENDER systems

Macro-models for high level area and power estimation on FPGAs

Authors: Tianyi Jiang Xiaoyong Tang Prith Banerjee et al.

Contributors: Tianyi Jiang Xiaoyong Tang Prith Banerjee et al.

Source: http://www.cs.york.ac.uk/rts/docs/SIGDA-Compendium-1994-2004/papers/2004/glsvlsi04/pdffiles/p162.pdf.

Subject Terms: Categories and Subject Descriptors I.6.5 [Simulation and Modeling, Model Development – modeling methodologies. General Terms Algorithms, Design, Experimentation Keywords Model, High-level synthesis, RTL, Area estimation, Power estimation, FPGA

File Description: application/pdf

Relation: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.581.5274

Availability: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.581.5274
http://www.cs.york.ac.uk/rts/docs/SIGDA-Compendium-1994-2004/papers/2004/glsvlsi04/pdffiles/p162.pdf

Discovering additive structure in black box functions

Authors: Giles Hooker The Pennsylvania State University CiteSeerX Archives

Contributors: Giles Hooker The Pennsylvania State University CiteSeerX Archives

Source: http://www.bscb.cornell.edu/~hooker/VIN-kdd.pdf.

Subject Terms: Modeling, Model Development—Modeling Methodologies General Terms Algorithms, Measurement, Design, Verification Keywords Visualization, Diagnostics, Functional ANOVA, Additive models, Graphical models, Interpretation, Feature Selection

File Description: application/pdf

Relation: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.91.7500

Availability: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.91.7500
http://www.bscb.cornell.edu/~hooker/VIN-kdd.pdf

An Integrated Approach for Modeling Regional, Multicommodity, and Multimodal Freight Transport Systems.

Authors: Deng, Guihua Zhong, Ming Raza, Asif et al.

Source: Journal of Advanced Transportation; 12/9/2025, Vol. 2025, p1-32, 32p

Behavioral Modeling of (Coupled) Harmonic Oscillators

Authors: Piet Vanassche Georges The Pennsylvania State University CiteSeerX Archives

Contributors: Piet Vanassche Georges The Pennsylvania State University CiteSeerX Archives

Source: http://www.sigda.org/Archives/ProceedingArchives/Dac/Dac2002/papers/2002/dac02/htmfiles/sun_sgi/././pdffiles/35_1.pdf.

Subject Terms: I.6.5 [Computing Methodologies, Model Development— modeling methodologies General Terms Algorithms, Theory Keywords Averaging, Behavioral modeling, Coupled harmonic oscillators, Perturbation

File Description: application/pdf

Relation: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.11.7305; http://www.sigda.org/Archives/ProceedingArchives/Dac/Dac2002/papers/2002/dac02/htmfiles/sun_sgi/././pdffiles/35_1.pdf

Availability: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.11.7305
http://www.sigda.org/Archives/ProceedingArchives/Dac/Dac2002/papers/2002/dac02/htmfiles/sun_sgi/././pdffiles/35_1.pdf

Kankanhalli “Experience based Sampling Technique for Multimedia Analysis

Authors: Jun Wang Mohan S Kankanhalli The Pennsylvania State University CiteSeerX Archives

Contributors: Jun Wang Mohan S Kankanhalli The Pennsylvania State University CiteSeerX Archives

Source: http://www.comp.nus.edu.sg/~mohan/ebs/ExpSampling.pdf.

Subject Terms: Color, Motion, Sensor fusion, Time-varying imagery. I.6.5. [Simulation and Modeling, Model Development- Modeling methodologies. General Terms Algorithms, Performance, Design, Experimentation

File Description: application/pdf

Relation: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.100.8840; http://www.comp.nus.edu.sg/~mohan/ebs/ExpSampling.pdf

Availability: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.100.8840
http://www.comp.nus.edu.sg/~mohan/ebs/ExpSampling.pdf

A Fast Optical Propagation Technique for Modeling Micro-Optical Systems

Authors: Timothy P. Kurzweg Steven P. Levitan Jose A. Martinez et al.

Contributors: Timothy P. Kurzweg Steven P. Levitan Jose A. Martinez et al.

Source: http://www.sigda.org/Archives/ProceedingArchives/Dac/Dac2002/papers/2002/dac02/htmfiles/sun_sgi/././pdffiles/16_3.pdf.

Subject Terms: Categories and Subject Descriptors I.6.5 [Simulation and Modeling, Model Development- modeling methodologies General Terms Algorithms, Design Keywords Optical Propagation, Angular Spectrum, CAD, Optical Micro-systems, Optical MEMS

File Description: application/pdf

Relation: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.12.1433; http://www.sigda.org/Archives/ProceedingArchives/Dac/Dac2002/papers/2002/dac02/htmfiles/sun_sgi/././pdffiles/16_3.pdf

Availability: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.12.1433
http://www.sigda.org/Archives/ProceedingArchives/Dac/Dac2002/papers/2002/dac02/htmfiles/sun_sgi/././pdffiles/16_3.pdf

Regression Models and Multi-Objective Optimization Using the Genetic Algorithm Technique for an Integrated Tillage Implement.

Authors: Upadhyay, Ganesh Raheman, Hifjur Dubey, Rashmi

Source: AgriEngineering; Apr2025, Vol. 7 Issue 4, p121, 17p

Subject Terms: MULTI-objective optimization, AGRICULTURE, REGRESSION analysis, TILLAGE, MODEL validation

Approaches to Proxy Modeling of Gas Reservoirs.

Authors: Perepelkin, Alexander Sharifov, Anar Titov, Daniil et al.

Source: Energies (19961073); Jul2025, Vol. 18 Issue 14, p3881, 22p

Subject Terms: GAS reservoirs, GRAPH neural networks, MATHEMATICAL optimization, TIME series analysis, REDUCED-order models, FLUID dynamics

Drug discovery and development for Parkinson's disease: are preclinical models good enough?

Authors: Reinares-Sebastián, Alejandro Esteban-García, Noelia Takada, Masahiko et al.

Source: Frontiers in Aging Neuroscience; 2025, p1-17, 17p

Subject Terms: DRUG therapy for Parkinson's disease, BIOLOGICAL models, CLINICAL drug trials, NEUROPROTECTIVE agents, MITOCHONDRIA, BLOOD-brain barrier, NEURODEGENERATION, NEUROINFLAMMATION, OXIDATIVE stress, DRUG design, CELL culture, GENOME editing, DRUG development, STEM cells, DISEASE progression

Enhanced biosynthesis of coated silver nanoparticles using isolated bacteria from heavy metal soils and their photothermal-based antibacterial activity: integrating Response Surface Methodology (RSM) Hybrid Artificial Neural Network (ANN)-Genetic Algorithm (GA) strategies

Authors: Mechouche, Meroua Safa Merouane, Fateh Addad, Ahmed et al.

Source: World Journal of Microbiology & Biotechnology; Aug2024, Vol. 40 Issue 8, p1-20, 20p

Subject Terms: ARTIFICIAL neural networks, PHOTOTHERMAL effect, RESPONSE surfaces (Statistics), HEAVY metals, SILVER nanoparticles, ESCHERICHIA coli, ANTIBACTERIAL agents

Process parameter optimization of engineered biochar for lead (II) removal from water: a case study on agro-waste valorization optimization.

Authors: Gupta, Debaditya Kumar, Vishal Das, Ashmita et al.

Source: Biomass Conversion & Biorefinery; Nov2025, Vol. 15 Issue 21, p28307-28320, 14p

Accelerating Thermally Safe Operating Area Assessment of Ignition Coils for Hydrogen Engines via AI-Driven Power Loss Estimation.

Authors: Ricci, Federico Picerno, Mario Avana, Massimiliano et al.

Source: Vehicles (2624-8921); Sep2025, Vol. 7 Issue 3, p90, 23p

Subject Terms: THERMAL analysis, ARTIFICIAL neural networks, ENERGY dissipation, COMPUTER-aided engineering, SPARK plugs, HYDROGEN cars, THERMAL stability

Sandy beach erosion: impacts and adaptation strategies in Thailand.

Authors: Thepsiriamnuay, Hiripong Pumijumnong, Nathsuda

Source: Environment, Development & Sustainability; Nov2025, Vol. 27 Issue 11, p26215-26238, 24p

Subject Terms: BEACH erosion, EROSION, ABSOLUTE sea level change, BEACH nourishment, FORCED migration, ECOLOGICAL resilience, COST benefit analysis, THAI people

Geographic Terms: THAILAND

Estimation of Potato Water Footprint Using Machine Learning Algorithm Models in Arid Regions.

Authors: Abdel-Hameed, Amal Mohamed Abuarab, Mohamed Al-Ansari, Nadhir et al.

Source: Potato Research; Dec2024, Vol. 67 Issue 4, p1755-1774, 20p

Subject Terms: ARTIFICIAL neural networks, MACHINE learning, RANDOM forest algorithms, AGRICULTURE, VAPOR pressure

Comparison of time-to-event machine learning models in predicting biliary complication and mortality rate in liver transplant patients.

Authors: Andishgar, Aref Bazmi, Sina Lankarani, Kamran B. et al.

Source: Scientific Reports; 2/8/2025, Vol. 15 Issue 1, p1-14, 14p

Subject Terms: MACHINE learning, FEATURE selection, MORTALITY risk factors, SURVIVAL rate, SURVIVAL analysis (Biometry)

Design and Modeling of a Scaled Drone Prototype for Validation of Reusable Rocket Control Strategies.

Authors: Daza Flórez, Juan David Payanene Zambrano, Gabriel Andrés Roa Prada, Sebastián

Source: Hardware; Sep2025, Vol. 3 Issue 3, p10, 28p

Subject Terms: ALTITUDE measurements, PROPULSION systems, ELECTRONIC systems, ROCKETS (Aeronautics), THRUST

Applicability of Land-Use Models for Sustainable Urban Planning: A Review.

Authors: Weerasinghe, Oshadhi Hewage, Kasun Razi, Faran et al.

Source: Journal of Urban Planning & Development; Sep2025, Vol. 151 Issue 3, p1-19, 19p

Subject Terms: URBAN planning, URBAN growth, LAND cover, LAND use, CELLULAR automata, SUSTAINABLE urban development

Human Blastoid: A Next-Generation Model for Reproductive Medicine?

Authors: Ryabchenko, Anfisa S. Abdyev, Vepa K. Vorotelyak, Ekaterina A. et al.

Source: Biology (2079-7737); Oct2025, Vol. 14 Issue 10, p1439, 29p

Subject Terms: EMBRYOLOGY, PLURIPOTENT stem cells, REPRODUCTIVE technology, MAMMALIAN embryos, REPRODUCTIVE health, FETAL development

Interference Model and Antenna Parameters Setting Effects on 4G-LTE Networks Coverage

Authors: Nourredine Tabia Oumaya Baala Alexandre Gondran et al.

Contributors: Nourredine Tabia Oumaya Baala Alexandre Gondran et al.

Source: http://hal-enac.archives-ouvertes.fr/docs/00/93/88/63/PDF/552.pdf.

Subject Terms: Categories and Subject Descriptors C.2.1 [Computer-Communication networks, Wireless communication, I.6.5 [Simulation and Modeling, Model development- modeling methodologies General Terms Algorithms, Management, Measurement, Documentation, Performance, Design, Experimentation. Keywords LTE, SINR, Interference, frequency optimization, tilt optimization

File Description: application/pdf

Relation: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.635.4203

Availability: http://citeseerx.ist.psu.edu/viewdoc/summary?doi=10.1.1.635.4203
http://hal-enac.archives-ouvertes.fr/docs/00/93/88/63/PDF/552.pdf