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

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

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

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

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

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: LANGUAGE models, EXPERIMENTAL design, PYTHON programming language, GENERATIVE pre-trained transformers, QUANTITATIVE research, BENCHMARK problems (Computer science), CODE generators

A Firm's Operational Risk: Data Set and Empirical Evidence.

Authors: Astvansh, Vivek Simpson, Joseph J.

Source: Manufacturing & Service Operations Management (M&SOM); Jan/Feb2026, Vol. 28 Issue 1, p326-341, 16p

Subject Terms: OPERATIONAL risk, TRANSFORMER models, STAKEHOLDER theory, LEGAL liability, FINANCIAL disclosure, EMPIRICAL research, NUMERICAL analysis

Geographic Terms: UNITED States

Yusuf Suresinin Anlam İlişkileri ve Hikâye Birleşenlerinin Pyhton Kodlu Matematiksel Görselleştirmelerle Tahlili. (Turkish)

Alternate Title: Analysis of the Meaning Relations and Story Components of Surah Yusuf Via Python Coded Mathematical Visualizations. (English)

Authors: Yücel, Doğan Er, Ülkü Aysel, Metin et al.

Source: International Journal of Social Sciences (IJSS) / Uluslararası Sosyal Bilimler Dergisi; 2025, Vol. 9 Issue 41, p1-42, 42p

Subject Terms: TIME series analysis, THEMATIC maps, GRAPH theory, PYTHON programming language, QUR'ANIC criticism

Generative AI for Geospatial Analysis: Fine-Tuning ChatGPT to Convert Natural Language into Python-Based Geospatial Computations.

Authors: Sherman, Zachary Sharma Dulal, Sandesh Cho, Jin-Hee et al.

Source: ISPRS International Journal of Geo-Information; Aug2025, Vol. 14 Issue 8, p314, 21p

Subject Terms: GEOSPATIAL data, LANGUAGE models, PYTHON programming language, GENERATIVE artificial intelligence, GEODATABASES, CHATGPT, SMART cities

Company/Entity: OPENAI Inc.

Effect of Deep Recurrent Architectures on Code Vulnerability Detection: Performance Evaluation for SQL Injection in Python.

Authors: Slotkienė, Asta Poška, Adomas Stefanovič, Pavel et al.

Source: Electronics (2079-9292); Sep2025, Vol. 14 Issue 17, p3436, 19p

Subject Terms: DEEP learning, COMPUTER software security, PYTHON programming language

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

GPU-accelerated on-the-fly nonadiabatic semiclassical dynamics.

Authors: Myers, Christopher A. Miyazaki, Ken Trepl, Thomas et al.

Source: Journal of Chemical Physics; 8/28/2024, Vol. 161 Issue 8, p1-11, 11p

Subject Terms: ELECTRONIC structure, CONDENSED matter, EXCITED states, ACETONITRILE, PYTHON programming language

Serenity: Library Based Python Code Analysis for Code Completion and Automated Machine Learning

Authors: Zhao, Wenting Abdelaziz, Ibrahim Dolby, Julian et al.

Index Terms: Computer Science - Programming Languages, Computer Science - Artificial Intelligence, text

URL: http://arxiv.org/abs/2301.05108

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

Analyzing LLM-Generated Code According to Four ISO/IEC 5055:2021 Categories

Authors: Rasmus Krebs Somnath Mazumdar

Source: IEEE Access, Vol 13, Pp 202482-202499 (2025)

Subject Terms: Analysis, ISO, LLMs, maintainability, performance, Python, Electrical engineering. Electronics. Nuclear engineering, TK1-9971

File Description: electronic resource

Relation: https://ieeexplore.ieee.org/document/11269792/; https://doaj.org/toc/2169-3536

Access URL: https://doaj.org/article/3faae1da4e0b47beb1e1ac9da1ee6b78

Empirical Analysis of Python’s Energy Impact: Evidence from Real Measurements.

Authors: Jimenez, Elisa Gordillo, Alberto Calero, Coral et al.

Source: Computer Science & Information Systems; Jun2025, Vol. 22 Issue 3, p693-726, 34p

What Happened Before the Big Bang? – Quantum Simulation of the Pre-Big Bang Universe via the ψ–Hamzah Equation

Authors: JALALI, SEYED RASOUL

Subject Terms: Hamzah Equation, Pre-Big Bang, ψ–Hamzah Model, Intelligent entropy, Absolute time, Consciousness field, Primordial Consciousness, Quantum simulation, Quantum gravity, Pre-cosmic field, Oscillatory entropy, Intelligent oscillations, Negative temperature, Negative Kelvin state, Pre-Bang equilibrium, Collapse of unstable equilibrium, Planck time, Beyond Planck, Fractal derivatives, Fractional calculus, Consciousness as dimension, 12th dimension, Encrypted equation, Irreversible structure, Conscious entropy, Dark energy memory, Quantum fluctuations, Entropy mapping, Power spectrum, Fourier analysis, Spectral entropy, Quantum cosmology, Pre-Planck state, Entropy before Planck, ψ collapse, Conscious origin, Quantum information field, Numerical simulation, Python code, TensorFlow Quantum, Clingo ASP, Dask MPI, FFT entropy spectrum, Inflaton field, Quantum_gravity_effect, Energy_density function, Cosmic_evolution function, solve_ivp integration, Entropy growth, DNA-like spectrum, Consciousness oscillations, Quantum turbulence, Pre-time domain, Intelligent code, Language of creation, Encrypted structure, Consciousness entropy growth, Pre-Bang oscillatory patterns, Entropy inversion, Conscious equilibrium collapse, Collapse to Big Bang, Δt = 2.6 × 10⁻⁴⁴ s, Shorter than Planck, CMB entropy validation, Beyond relativity, Beyond Hawking, Beyond string theory, Beyond M-theory, Consciousness simulation, Ψ AI, Psi-AI, Encrypted AI, Encrypted simulation, Conscious algorithms, Pre-cosmic intelligence, Multiverse extension, Parallel universes, Consciousness rings, Intelligent multiverse, Quantum coherence, Quantum memory, Information field, Conscious topology, Absolute intelligence, Pre-cosmic encryption, Hamzah time, Hamzah vs Planck, Hamzah vs Einstein, Hamzah vs Hawking, Hamzah vs String theory, Hamzah vs M-Theory, Consciousness as physics, Pre-physical order, Intelligent entropy inversion, Collapse to creation, Encrypted cosmology, Conscious oscillatory code, Pre-time simulation, Simulation GUI, Numerical reproducibility, Cosmic entropy graphs, Inflaton oscillations, Quantum fluctuation spectra, Intelligent cosmogenesis, Non-random entropy, Pre-cosmic data, Primordial order, Non-singularity model, Breaking Planck limit, Post-quantum physics, Beyond singularities, Intelligent mathematics, Multi-layer derivatives, Conscious Lagrangian, Quantum informational collapse, Absolute entropy collapse, Human analogy, 12D cosmology, Intelligent cosmology, Conscious order, Intelligent mathematics, Conscious entropy tensor, Pre-physical intelligence, Collapse-driven creation, Post-singularity physics, Encrypted derivatives, Pre-cosmic resonance, Intelligent turbulence, Oscillatory resonance, Entropic instability, Entropic decoherence, Collapse of symmetry, Emergence of spacetime, Creation as instability, Quantum informational entropy, Pre-birth order, Intelligent genesis, Scientific prophecy, Conscious cosmogenesis, Ψ encrypted model, ψ-based cosmology, Conscious-quantum integration, Conscious-physics synthesis, Future civilisational model, Global governance with Hamzah, Predictive economics entropy, Conscious medicine, Ψ-DNA, Conscious genetics, Cosmic engineering, Pre-time analysis, Universal code, Intelligent universe, Conscious field encryption, Absolute oscillations, Consciousness explosion, Information shock, Birth of spacetime, Intelligent oscillatory collapse, Conscious instability, Quantum entropy spectrum, Intelligent equations, Living entropy, Conscious creation machine

Empirical Auto-Evaluation of Python Code for Performance Analysis of Transformer Network Using T5 Architecture

Authors: Shivam Biswas Jaya Sil Isha Ganguli et al.

Source: 2021 8th International Conference on Smart Computing and Communications (ICSCC). :75-79

Access URL: https://ieeexplore.ieee.org/document/9528123/footnotes

Cell Intelligence at the Time of Death: Self-Quenching or Self-Transmission?

Authors: JALALI, SEYED RASOUL

Subject Terms: ψ–Hamzah model, cellular death, self-quenching, self-transmission, conscious death, apoptosis, necrosis, cellular awareness, biological intuition, death decision model, ψ-field, nonlocal ψ-field, memory condensation, semantic field, lexicalization, ψ–Telos, nonlinear time, ψ-time, time folding, memory delay, phase transition, fractal dynamics, chaos suppression, nonlinear feedback, non-Markovian memory, cell state vector, metabolic energy decay, genetic memory, quantum biology, biophoton emission, cellular signaling, neurobiology, apoptosis pathways, mitochondrial collapse, decision threshold, nonlinear activation function, sigmoid decision, awareness preservation, informational transfer, semantic evolution, emergent meaning, phenomenology of death, Husserl philosophy, Merleau-Ponty embodiment, Michel Henry lived body, biological coherence field, near-death experiences, quantum decoherence, ψ–alive ψ–dead superposition, informational collapse, bifurcation analysis, Lyapunov exponents, dynamic stability, noise resilience, Gaussian noise stability, non-Gaussian fluctuations, memory-driven dynamics, recursive ψ-networks, nonlocal transfer nodes, semantic condensation, meaning generation at death, cognitive semantics, ψ-vector, teleological purpose, existential continuity, emergent telos, quantum entanglement in death, cellular communication, symbolic death lexicon, semantic oscillations, nonlinear decision dynamics, attractor boundaries, phase oscillation, ψ–collapse, critical threshold dynamics, ψ-core nodes, fractal field analysis, delay fields, oscillatory death phases, threshold oscillation, awareness field, biophysical awareness, cognitive field coupling, semantic phase transition, cellular nonlocal transfer, memory retrieval, survival of meaning, ψ-phase dynamics, ψ-nonlocal field, collapse dynamics, adaptive transfer algorithms, ψ-decision modeling, final awareness energy, Python simulation of death, fractal derivative equations, fractional calculus in biology, nonlinear systems biology, cellular consciousness, biocognitive fields, cellular self-organization, biophysics simulation, computational biology of death, meaning encoding, cognitive emergence, quantum information transfer, nonlocal awareness, emergence theory, semantic preservation, interdisciplinary biology, consciousness studies, systems neuroscience, metaphysical continuity, quantum field theory of death, information theory of death, death-phase semantics, ψ-folding of time, critical moment delay, biological memory encoding, cognitive death modeling, semantic survival, metaphysical emergence, cosmic ψ-network, lexical preservation, awareness at death, consciousness beyond biology, field-phase dynamics, awareness simulation, ultimate purpose transfer, semantic vectors, cognitive feedback, fractal awareness modeling, simulation algorithms, ψ–Hamzah Python code, interdisciplinary philosophy, metaphysical biology, cognitive decision models, symbolic interaction at death, ψ-field collapse, cellular teleology, existential philosophy of death, biophysics of mortality, fractal awareness, ψ-based modeling, awareness preservation algorithms, cellular self-transmission, advanced quantum biology, metaphysical modeling, nonlocal survival, semantic immortality, quantum cognitive dynamics, teleological preservation, nonlinear time model, cognitive entanglement, awareness transfer theory, ψ-awareness energy, phase structure of death, cognitive dynamics at death, fractal memory functions, nonlocal ψ-network transfer, semantic immortality model, emergence-based biology, memory survival after death, teleological field dynamics, ψ-field survival, cognitive phase transitions, field-based metaphysics, survival of meaning, death-as-transition, informational immortality, quantum-cognitive field theory, ψ–Hamzah computational model, universal continuity of awareness

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

Disciplinary strategies or reactive measures? An analysis of coach sanctions in elite Danish handball leagues.

Authors: Gençoğlu, Celal Gümüş, Hikmet

Source: International Journal of Sports Science & Coaching; Dec2025, Vol. 20 Issue 6, p2309-2317, 9p