Search Results - (statene OR state) python code analysis*

Quantifying cross-language code reuse via function-level clone detection

Authors: Yi Rong Yan Zhou

Source: Journal of King Saud University: Computer and Information Sciences, Vol 37, Iss 10, Pp 1-20 (2025)

Subject Terms: Natural language processing, Code reuse detection, Function-level clone analysis, Java and python source code, Academic plagiarism detection, Electronic computers. Computer science, QA75.5-76.95

File Description: electronic resource

Relation: https://doaj.org/toc/1319-1578; https://doaj.org/toc/2213-1248

Access URL: https://doaj.org/article/0e8d85656442482785bc981b326c25a4

GPT-4.1 Sets the Standard in Automated Experiment Design Using Novel Python Libraries.

Authors: Fachada, Nuno Fernandes, Daniel Fernandes, Carlos M. et al.

Source: Future Internet. Sep2025, Vol. 17 Issue 9, p412. 28p.

Subject Terms: *Experimental design, *Quantitative research, Language models, Python programming language, Generative pre-trained transformers, Benchmark problems (Computer science), Code generators

AI-Driven Analysis of Drug Marketing Efficiency: Unveiling FDA Approval to Market Release Dynamics.

Authors: Takefuji Y; Faculty of Data Science, Musashino University, 3-3-3 Ariake Koto-Ku, Tokyo, 135-8181, Japan. takefuji@keio.jp.

Source: The AAPS journal [AAPS J] 2025 Feb 20; Vol. 27 (2), pp. 48. Date of Electronic Publication: 2025 Feb 20.

Publication Type: Journal Article

Journal Info: Publisher: American Association of Pharmaceutical Scientists Country of Publication: United States NLM ID: 101223209 Publication Model: Electronic Cited Medium: Internet ISSN: 1550-7416 (Electronic) Linking ISSN: 15507416 NLM ISO Abbreviation: AAPS J Subsets: MEDLINE

MeSH Terms: United States Food and Drug Administration* , Drug Approval* , Drug Industry*/methods , Drug Industry*/legislation & jurisprudence , Marketing*/methods , Artificial Intelligence*, United States ; Humans ; Time Factors

Insights and Analysis of Open-source License Violation Risks in LLMs Generated Code.

Authors: Yibo Wang Ying Wang Yue Yu et al.

Source: International Journal of Software & Informatics; 2025, Vol. 15 Issue 2, p145-173, 29p

Subject Terms: OPEN source software, COPYRIGHT infringement, LANGUAGE models, DATA analytics, CODE generators, INTELLECTUAL property infringement, DETECTION algorithms

A Study of Large Language Models in Detecting Python Code Violations.

Authors: Mohammed Salih, Hekar A. Sarhan, Qusay I.

Source: ARO: The Scientific Journal of Koya University; 2025, Vol. 13 Issue 2, p215-225, 11p

Subject Terms: LANGUAGE models, QUALITY assurance, COMPUTER software quality control, NATURAL language processing

Verbatim Data Transcription Failures in LLM Code Generation: A State-Tracking Stress Test

Authors: Haque, Mohd Ariful Gupta, Kishor Datta Rahman, Mohammad Ashiqur et al.

Subject Terms: Software Engineering, Cryptography and Security

Relation: http://arxiv.org/abs/2601.03640

Availability: http://arxiv.org/abs/2601.03640

Efficiently accelerated bioimage analysis with NanoPyx, a Liquid Engine-powered Python framework.

Authors: Saraiva BM Cunha I Brito AD et al.

Source: Nature methods [Nat Methods] 2025 Feb; Vol. 22 (2), pp. 283-286. Date of Electronic Publication: 2025 Jan 02.

Publication Type: Journal Article

Journal Info: Publisher: Nature Pub. Group Country of Publication: United States NLM ID: 101215604 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1548-7105 (Electronic) Linking ISSN: 15487091 NLM ISO Abbreviation: Nat Methods Subsets: MEDLINE

MeSH Terms: Software* , Image Processing, Computer-Assisted*/methods , Microscopy*/methods, Algorithms ; Humans

Numerical analysis of recovery stage with disappearing polymer layer RR-P3HT for the detection of DMMP based on diffusion equations.

Authors: Hejczyk, Tomasz Wrotniak, Jarosław Powroźnik, Paulina et al.

Source: International Journal of Electronics & Telecommunications. 2025, Vol. 71 Issue 4, p1-7. 7p.

Subject Terms: *NUMERICAL analysis, *SURFACE acoustic wave sensors, *ELECTRIC conductivity, *REACTION-diffusion equations, *GAS detectors, *POLYMERIC membranes, *SURFACE interactions

Performance Analysis of ChatGPT in Erroneous Python Code Correction and Evaluation

Authors: Ganguli, Isha Atreja, Satyam Bhasin, Sanya

Source: Lecture Notes in Networks and Systems ; Hybrid Intelligent Systems ; page 52-61 ; ISSN 2367-3370 2367-3389 ; ISBN 9783031789243 9783031789250

Availability: https://doi.org/10.1007/978-3-031-78925-0_6
https://link.springer.com/content/pdf/10.1007/978-3-031-78925-0_6

Evolutionary Insights from Sequence Analysis of Interleukin 17A (IL17A).

Authors: Santos JC; Department of Biological Sciences, College of Liberal Arts and Sciences, St. John's University, Jamaica, Queens, NY, USA. santosj@stjohns.edu.

Source: Methods in molecular biology (Clifton, N.J.) [Methods Mol Biol] 2026; Vol. 2983, pp. 397-447.

Publication Type: Journal Article

Journal Info: Publisher: Humana Press Country of Publication: United States NLM ID: 9214969 Publication Model: Print Cited Medium: Internet ISSN: 1940-6029 (Electronic) Linking ISSN: 10643745 NLM ISO Abbreviation: Methods Mol Biol Subsets: MEDLINE

MeSH Terms: Evolution, Molecular* , Interleukin-17*/genetics , Sequence Analysis, DNA*/methods , Computational Biology*/methods, Phylogeny ; Humans ; Software ; Sequence Alignment

Utilizing Deep Learning and Object-Based Image Analysis to Search for Low-Head Dams in Indiana, USA.

Authors: Crookston, Brian M. Arnold, Caitlin R.

Source: Water (20734441); Mar2025, Vol. 17 Issue 6, p876, 24p

Subject Terms: IMAGE analysis, WATER supply, DAMS, MODEL validation, LEARNING ability

What does this Python code do? An exploratory analysis of novice students’ code explanations

Authors: van der Werf, Vivian Aivaloglou, Efthimia Hermans, Felienne et al.

Source: The 10th Computer Science Education Research Conference ; page 94-107

Availability: https://doi.org/10.1145/3507923.3507956
https://dl.acm.org/doi/10.1145/3507923.3507956
https://dl.acm.org/doi/pdf/10.1145/3507923.3507956

Identification of Novel Microcystins Using High-Resolution MS and MS ⁿ with Python Code.

Authors: Baliu-Rodriguez D Peraino NJ Premathilaka SH et al.

Source: Environmental science & technology [Environ Sci Technol] 2022 Feb 01; Vol. 56 (3), pp. 1652-1663. Date of Electronic Publication: 2022 Jan 12.

Publication Type: Journal Article; Research Support, N.I.H., Extramural; Research Support, U.S. Gov't, Non-P.H.S.

Journal Info: Publisher: American Chemical Society Country of Publication: United States NLM ID: 0213155 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1520-5851 (Electronic) Linking ISSN: 0013936X NLM ISO Abbreviation: Environ Sci Technol Subsets: MEDLINE

MeSH Terms: Microcystins*/analysis , Tandem Mass Spectrometry*, Chromatography, Liquid ; Fresh Water ; Harmful Algal Bloom

Quantum Zeno Dynamics of two interacting particles.

Authors: Abyaneh, Varqa Ghorbani, Parsa

Source: Scientific Reports; 9/29/2025, Vol. 15 Issue 1, p1-17, 17p

Subject Terms: MEASUREMENT, QUANTUM measurement, HILBERT space, QUANTUM states, ZENO'S paradoxes, PARTICLE dynamics

DefAP: A Python code for the analysis of point defects in crystalline solids

Authors: Neilson, William D. Murphy, Samuel T. Engineering and Physical Sciences Research Council

Contributors: Neilson, William D. Murphy, Samuel T. Engineering and Physical Sciences Research Council

Source: Computational Materials Science ; volume 210, page 111434 ; ISSN 0927-0256

Availability: http://dx.doi.org/10.1016/j.commatsci.2022.111434
https://api.elsevier.com/content/article/PII:S0927025622002002?httpAccept=text/xml
https://api.elsevier.com/content/article/PII:S0927025622002002?httpAccept=text/plain

Analysis of accretion disc structure and stability using open code for vertical structure

Authors: Tavleev, A. S. Lipunova, G. V. Malanchev, K. L.

Index Terms: Astrophysics - High Energy Astrophysical Phenomena, text

URL: http://arxiv.org/abs/2303.02184

Comparative Analysis of AI Models for Python Code Generation: A HumanEval Benchmark Study.

Authors: Bayram, Ali Menekse Dalveren, Gonca Gokce Derawi, Mohammad

Source: Applied Sciences (2076-3417); Sep2025, Vol. 15 Issue 18, p9907, 17p

Subject Terms: ARTIFICIAL intelligence, PYTHON programming language, COMPARATIVE studies, EVALUATION methodology, BENCHMARK problems (Computer science), GENERATIVE pre-trained transformers, MACHINE learning, COMPUTER software development

Concrete examples of the rate of convergence of Chernoff approximations: numerical results for the heat semigroup and open questions on them (with appendix: full list of pictures and Python code)

Authors: Katalova, K. A. Nikbakht, N. Remizov, I. D.

Subject Terms: Numerical Analysis, Functional Analysis, 65M12 (primary) 47D06, 35K05, 35E15, 35C99 (secondary)

Relation: http://arxiv.org/abs/2301.05284

Availability: http://arxiv.org/abs/2301.05284

Python API Misuse Mining and Classification Based on Hybrid Analysis and Attention Mechanism.

Authors: He, Xincheng Liu, Xiaojin Xu, Lei

Source: International Journal of Software Engineering & Knowledge Engineering. Oct2023, Vol. 33 Issue 10, p1567-1597. 31p.

Subject Terms: *COMPUTER software development, *APPLICATION program interfaces, PYTHONS, PYTHON programming language, CLASSIFICATION

A Study of Large Language Models in Detecting Python Code Violations

Authors: Hekar A. Mohammed Salih Qusay I. Sarhan

Source: ARO-The Scientific Journal of Koya University, Vol 13, Iss 2 (2025)

Subject Terms: Large language models, Software metrics, Software quality, Static code analysis, Technology, Science

File Description: electronic resource

Relation: https://aro.koyauniversity.org/index.php/aro/article/view/2395; https://doaj.org/toc/2410-9355; https://doaj.org/toc/2307-549X

Access URL: https://doaj.org/article/a66cf05353b54e19a03b46c0b089d1fc