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Programming models to support data science workflows

Authors: Ramón-Cortés Vilarrodona, Cristián

Contributors: University/Department: Universitat Politècnica de Catalunya. Departament d'Arquitectura de Computadors

Thesis Advisors: Badia Sala, Rosa M. (Rosa Maria), Ejarque Artigas, Jorge

Source: TDX (Tesis Doctorals en Xarxa)

Subject Terms: Distributed computing, High-performance computing, Data science pipelines, Task-ba workflows, Dataflows, Containers (Computer sicience), COMPSs, PyCOMPSs, AutoParallel, Docker, Àrees temàtiques de la UPC::Informàtica

File Description: application/pdf

Access URL: http://hdl.handle.net/10803/669728
https://dx.doi.org/10.5821/dissertation-2117-330142

A review of open-source energy system modeling tools.

Authors: Nguyen Binh Khanh Phuong Le Ngo Luong Ngoc Giap et al.

Source: International Journal of Advances in Applied Sciences (IJAAS); Jun2025, Vol. 14 Issue 2, p469-480, 12p

Subject Terms: RENEWABLE energy sources, SYSTEM analysis, ELECTRICAL load, PROGRAMMING languages, USER interfaces

Modelling a Lab-Scale Continuous Flow Aerobic Granular Sludge Reactor: Optimisation Pathways for Scale-Up.

Authors: Siney, Melissa Salehi, Reza Hassan, Mohamed G. et al.

Source: Water (20734441); Jul2025, Vol. 17 Issue 14, p2131, 37p

Subject Terms: CONTINUOUS flow reactors, MATHEMATICAL models, COMPUTATIONAL fluid dynamics, WASTEWATER treatment, SENSITIVITY analysis, CHEMICAL oxygen demand, CHEMICAL reactors

Dynamic Distance Mapping Enhances Hallux Valgus Progression Visualization.

Authors: Robinson, Dror Murad, Hamza Khatib, Muhammad et al.

Source: Diagnostics (2075-4418); Nov2025, Vol. 17 Issue 21, p2791, 12p

Subject Terms: HALLUX valgus, VISUALIZATION, EUCLIDEAN distance, STATISTICAL correlation, SPATIAL analysis (Statistics), RADIOGRAPHS

Automating GIS-Based Cloudburst Risk Mapping Using Generative AI: A Framework for Scalable Hydrological Analysis.

Authors: Adiyasa, Alexander Mantegna, Andrea Niccolò Kveladze, Irma

Source: Hydrology (2306-5338); Aug2025, Vol. 12 Issue 8, p196, 11p

Subject Terms: GENERATIVE artificial intelligence, FLOOD risk, HYDROLOGICAL research, HUMAN-artificial intelligence interaction, GEOGRAPHIC information systems, RISK assessment, DECISION support systems, RAINSTORMS

Dynamic Brain Network Biomarkers for Depression Prediction: A Multi-Cohort Analysis of Global Neuroimaging Databases.

Authors: Peng, Yangyao Zhan, Yuting Zhang, Qing

Source: Psychology Research & Behavior Management; Dec2025, Vol. 18, p2469-2494, 26p

Saltwater Intrusion Analysis and Control for Complex River Network Using Multi-Source Tracer-Aided Modeling Simulation.

Authors: Liu, Jiangchuan Liang, Haoyang Zhang, Lihong et al.

Source: Water (20734441); Dec2025, Vol. 17 Issue 24, p3483, 23p

Subject Terms: SALTWATER encroachment, SALINIZATION, ENVIRONMENTAL management, WATER quality monitoring, ESTUARINE reserves, DYNAMIC models, HYDRODYNAMICS, CLIMATE change

Geographic Terms: CHINA, HAINAN Sheng (China)

DCBAN: A Dynamic Confidence Bayesian Adaptive Network for Reconstructing Visual Images from fMRI Signals.

Authors: Wang, Wenju Cai, Yuyang Zhang, Renwei et al.

Source: Brain Sciences (2076-3425); Nov2025, Vol. 15 Issue 11, p1166, 31p

Subject Terms: FUNCTIONAL magnetic resonance imaging, IMAGE reconstruction, IMAGE quality in imaging systems, SINGULAR value decomposition, GENERALIZATION, BAYESIAN analysis, DEEP learning

Modeling in R: a practical application using a cost-effectiveness analysis.

Authors: Kouame, Jean Martial Siani, Carole Kouakou, Christian et al.

Source: Health Economics Review; 11/3/2025, Vol. 15 Issue 1, p1-11, 11p

Subject Terms: COST effectiveness, MARKOV processes, HEALTH care industry, DECISION making, COMPUTER simulation, REPRODUCIBLE research, COST benefit analysis, PROGRAMMING languages

Machine learning with multitype functional connectivity uncovers whole-brain network disruption in primary angle-closure glaucoma.

Authors: Chen, Guangxiang Hu, Dekai Huang, Xin et al.

Source: Brain Informatics; 12/27/2025, Vol. 13 Issue 1, p1-14, 14p

Subject Terms: MACHINE learning, FUNCTIONAL connectivity, FUNCTIONAL magnetic resonance imaging, ANGLE-closure glaucoma, COMPUTER-assisted image analysis (Medicine), LARGE-scale brain networks

Bedload Transport Velocities in Alpine Gravel-Bed Streams.

Authors: Rindler, Rolf Shire-Peterlechner, Dorian Schwarz, Sabrina et al.

Source: Water (20734441); Jan2026, Vol. 18 Issue 1, p88, 23p

Subject Terms: SEDIMENT transport, SEDIMENT analysis, RADIO frequency identification systems, WATERSHEDS, ECOSYSTEMS, FLOODS, MEASURING instruments

Geographic Terms: AUSTRIA

A Computerized Analysis of Flow Parameters for a Twin-Screw Compressor Using SolidWorks Flow Simulation.

Authors: Brinas, Ildiko Popescu, Florin Dumitru Andras, Andrei et al.

Source: Computation; Aug2025, Vol. 13 Issue 8, p189, 20p

Subject Terms: COMPUTATIONAL fluid dynamics, COMPRESSOR performance, TEMPERATURE effect, IMPELLERS, MECHANICAL loads, SCREW compressors, ENGINEERING equipment

IDF-Net: Interpretable Dynamic Fusion Network for Colorectal Cancer Diagnosis Using Cross-Modal Imaging.

Authors: Hayeso, Helen Haile Shi, Peifeng Lian, Jingwen et al.

Source: Diagnostics (2075-4418); Jan2026, Vol. 16 Issue 1, p99, 18p

Subject Terms: COLORECTAL cancer, ARTIFICIAL intelligence, DIAGNOSTIC equipment, DIAGNOSTIC imaging, MULTIMODAL user interfaces

Comparative metagenomic analysis on COPD and health control samples reveals taxonomic and functional motifs.

Authors: Chen, Guangyi Wiegand, Chantal Willett, Andreas et al.

Source: Frontiers in Microbiology; 2025, p1-12, 12p

Subject Terms: CHRONIC obstructive pulmonary disease, METAGENOMICS, MICROBIAL diversity, MICROBIOTA, PATHOGENIC bacteria, INFLAMMATION

Innovative Amino-Functionalization of Pyrido[2,3- d ]pyrimidine Scaffolds for Broad Therapeutic Applications Supported by Computational Analyses.

Authors: El-Hema, Hagar S. Shehata, Haitham E. Hawata, Mohamed A. et al.

Source: Pharmaceuticals (14248247); Oct2025, Vol. 18 Issue 10, p1472, 39p

Subject Terms: ANTIBACTERIAL agents, ANTINEOPLASTIC agents, TREATMENT effectiveness, MOLECULAR dynamics, EPIDERMAL growth factor receptors, PYRIMIDINES, QUANTITATIVE research

Automation in exam grading with Python and web hosting: data science applied to education.

Alternate Title: Automação na correção de provas com Python e hospedagem web: Ciência de dados aplicada à educação. (Portuguese)

Authors: Cerutti, Paulo Henrique Carbonari, Luan Tiago dos Santos Junior, Carlos Zacarias Joaquim et al.

Source: Revista de Ciencias Agroveterinarias; 2025, Vol. 24 Issue 3, p661-680, 20p

Subject Terms: PYTHON programming language, GRADING of students, DATA science, WEB hosting, SCIENCE education, AUTOMATION software, VETERINARY medicine education

Tracing the trajectory of literacy warrants: A trends study on the emergence of digital literacy and digital competency.

Authors: Esh, Manash Ghosh, Saptarshi

Source: Journal of Librarianship & Information Science; Sep2025, Vol. 57 Issue 3, p746-761, 16p

Subject Terms: DIGITAL literacy, INFORMATION technology, BIBLIOMETRICS, TREND analysis, DIGITAL learning, EDUCATIONAL technology

FILL-IN-THE-MIDDLE (‘FIM’) CODE COMPLETIONS USING STATIC CODE ANALYSIS

An Improved Physics-Informed Neural Network Approach for Solving the FitzHugh–Nagumo Equation.

Authors: Ivanović, Miloš Savović, Matija Savović, Svetislav

Source: Computation; Dec2025, Vol. 13 Issue 12, p275, 19p

Subject Terms: REACTION-diffusion equations, NONLINEAR differential equations, OPTIMIZATION algorithms, MACHINE learning, ANALYTICAL solutions, NUMERICAL analysis, ARTIFICIAL neural networks

A deep generative model for deciphering cellular dynamics and in silico drug discovery in complex diseases.

Authors: Zheng, Yumin Schupp, Jonas C. Adams, Taylor et al.

Source: Nature Biomedical Engineering; Dec2025, Vol. 9 Issue 12, p2155-2180, 26p