Search Results - (( (statement OR stat) python code analysis ) OR ( (statnych OR stateeeed) python code analysis ))

Code Redteaming: Probing Ethical Sensitivity of LLMs Through Natural Language Embedded in Code.

Authors: Park, Chanjun Yoon, Jeongho Lim, Heuiseok

Source: Mathematics (2227-7390). Jan2026, Vol. 14 Issue 1, p189. 18p.

Subject Terms: *LANGUAGE models, *ETHICS, *NATURAL language processing, *RISK assessment, *MORAL attitudes

Assessing code readability in Python programming courses using eye‐tracking

Authors: Milan Segedinac Goran Savić Ivana Zeljković et al.

Source: Computer Applications in Engineering Education. 32

Subject Terms: 05 social sciences, 0202 electrical engineering, electronic engineering, information engineering, 0501 psychology and cognitive sciences, 02 engineering and technology

GE-IA-NAM: gene-environment interaction analysis via imaging-assisted neural additive model.

Authors: Li J Xu Y Ma S et al.

Source: Bioinformatics (Oxford, England) [Bioinformatics] 2025 Sep 01; Vol. 41 (9).

Publication Type: Journal Article

Journal Info: Publisher: Oxford University Press Country of Publication: England NLM ID: 9808944 Publication Model: Print Cited Medium: Internet ISSN: 1367-4811 (Electronic) Linking ISSN: 13674803 NLM ISO Abbreviation: Bioinformatics Subsets: MEDLINE

MeSH Terms: Lung Neoplasms*/genetics , Skin Neoplasms*/genetics , Melanoma*/genetics , Gene-Environment Interaction* , Deep Learning*, Datasets as Topic ; Humans ; Age Factors ; Sex Factors ; Smoking

Resonant Substrate Hypothesis (RSH) v15.1 — A Universal Invariant of Reality Linking Information, Energy, and Time (Public Continuation Edition Summarizing the Restricted Archival Record v15: Quantum-Geometric Framework)

Authors: Gewirtz, Jeffrey

Subject Terms: information geometry, Surrogate testing, Gravitational wave signal processing, dissipation coupling, entropy flow constraint, signal-to-noise ratio (SNR), error propagation, information theory, wavelet ridge analysis, Lorentzian width estimation, peak detection, bootstrap resampling, mode mixing, breakpoint detection (W*), ringdown window, copula MI, distance correlation, universal ratio F≈1, domain-neutral normalization, Black holes, cross-domain invariance, quantum thermodynamic, Lyapunov, Hilbert space, Lyapunov pathway, Astrophysical detectability, fixed point, theorem, Schumann resonance, ELF fields, recursion operator, 3I/ATLAS, Detector invariance, Information–Energy Symmetry, Resonant Equilibrium, Spectral–Information Coupling, Entropy–Resonance Relationship, Mutual Information Decay Constant, Empirical Universality, Gewirtz Ratio (F ≈ 1), Information–Energy Conservation Law, Resonant Substrate Framework, Informational Thermodynamics, Cross-Scale Correlation, Synthetic Validation Protocol, Open-Science Reproducibility, Python Simulation Framework, Physical Information Theory, Nonlinear Information Dynamics, Statistical Physics of Information, Entropy–Dissipation Invariance, Complex Systems Physics, classification (ROC, confusion matrix), falsifiability, C₀-semigroup, GW150914, complexity theory, resonant substrate, invariant ratio, entropy–information duality, Gewirtz Invariant, Information-theoretic analysis, Gravitational waves, recursion, spectral gap, emergence, Collapse scaling, energy–information law, universal invariant, quasi-normal modes (QNM), spectral linewidth (HWHM), Lorentzian peak fitting, mutual-information decay, spectral decay rate, SNR gating, equivalence testing (TOST), Bayes factors, hierarchical modeling, surrogate null models, ARFIMA, heavy-tailed noise, open quantum systems, Lindblad dissipators, Hilbert envelope, continuous wavelet transform (CWT), reproducible research, provenance tracking, Partition Rendering Hypothesis, Bootstrap confidence intervals, Ringdown analysis, Resonant Substrate Hypothesis, Operator theory, uncertainty propagation, stability, Mutual information, thermodynamic irreversibility, quantum decoherence, Unified Information–Energy Formalism, Statistical validation

ΔCORONA-COUPLAGE-TEST v1.0 — Empirical Validation of Mimetic Magnetic Coherence in the Solar Corona

Authors: Tabary, Frédéric Zoran🦋Adapti

Subject Terms: Wavelet Coherence Analysis, Magnetohydrodynamics (MHD), Zoran🦋Adapti, Solar Physics, AI for Science, EthicChain / C2PA ProofChain, Reproducible Research, Zoran Mimetic Framework (GHUC Ω⁵), Coronal Heating Problem, Alfvén Waves, Mutual Information, IA chercheuse, Magnetic Coherence, Mimetic Coupling, zoran🦋aSiM, IA mimetique, zoran IA Mimetic, Energy–Information Coupling, Couronne Solaire, Information Physics, Self-Organization

Bactogram: Spatial Analysis of Bacterial Colonization in Epidermal Wounds

Authors: Wallblom, Karl Forsberg, Fredrik Lundgren, Sigrid et al.

Contributors: Wallblom, Karl Forsberg, Fredrik Lundgren, Sigrid et al.

Subject Terms: Medical and Health Sciences, Clinical Medicine, Dermatology and Venereal Diseases, Medicin och hälsovetenskap, Klinisk medicin, Dermatologi och venereologi

Access URL: https://doi.org/10.1101/2024.04.18.24305961

Phenotype structuring in collective cell migration: a tutorial of mathematical models and methods.

Authors: Lorenzi T Painter KJ Villa C

Source: Journal of mathematical biology [J Math Biol] 2025 May 16; Vol. 90 (6), pp. 61. Date of Electronic Publication: 2025 May 16.

Publication Type: Journal Article; Review

Journal Info: Publisher: Springer Verlag Country of Publication: Germany NLM ID: 7502105 Publication Model: Electronic Cited Medium: Internet ISSN: 1432-1416 (Electronic) Linking ISSN: 03036812 NLM ISO Abbreviation: J Math Biol Subsets: MEDLINE

MeSH Terms: Cell Movement*/physiology , Models, Biological*, Neoplasms/pathology ; Phenotype ; Humans ; Mathematical Concepts ; Computer Simulation ; Animals

Theory of Everything Hamzah-Ωφ. The Deterministic Unification of Einstein's Relativity and Quantum Mechanics.(TEOH-Ωφ)

Authors: JALALI, SEYED RASOUL

Subject Terms: Hamzah Equation, Ωφ, Theory of Everything, TEOH, determinism, certainty principle, Einstein relativity, special relativity, general relativity, quantum mechanics, Schrödinger equation, Dirac equation, Heisenberg uncertainty, hidden variables, fractal derivative, fractional calculus, complex integrals, multiscale dynamics, deterministic model, unified physics, wavefunction, ψ, probability distribution, certainty distribution, eigenvalue spectrum, eigenstates, Hamiltonian, Lagrangian, action integral, Euler–Lagrange, path integral, Feynman integral, stochastic limit, deterministic framework, cosmic background, black holes, Hawking radiation, event horizon, singularity, spacetime, geometry, tensor calculus, Riemann tensor, Einstein field equations, Minkowski space, curved spacetime, GPS corrections, gravitational waves, LIGO, spacetime fabric, Big Bang, cosmology, multiverse, extra dimensions, string theory, superstring theory, M-theory, loop quantum gravity, Planck scale, Planck length, Planck constant, Planck time, Planck mass, quantisation, energy levels, harmonic oscillator, quantum tunnelling, T_QM, T_Hamzah, laboratory reproducibility, reproducible experiments, accuracy 99.99, error 0.0001, long-range memory, scale invariance, fractals, chaos theory, deterministic chaos, bifurcation, attractors, strange attractor, Lyapunov exponent, entropy, information entropy, negentropy, Maxwell demon, thermodynamics, statistical mechanics, partition function, free energy, entropy reduction, time arrow, absolute time, relativity of simultaneity, causality, causality principle, classical mechanics, Newtonian mechanics, Hamilton–Jacobi, canonical transformations, Poisson brackets, commutators, quantum field theory, QFT, Standard Model, Higgs boson, electroweak, strong interaction, QCD, quantum chromodynamics, weak interaction, Fermi constant, fine structure constant, α constant, gravitational constant, G, speed of light, c, reduced Planck constant, ħ, Boltzmann constant, cosmological constant, Λ, inflation theory, cosmic inflation, CMB, cosmic microwave background, dark matter, dark energy, quintessence, scalar fields, Higgs field, vacuum energy, zero-point energy, Casimir effect, decoherence, measurement problem, Copenhagen interpretation, Many Worlds interpretation, pilot-wave theory, Bohmian mechanics, deterministic pilot wave, quantum ontology, quantum realism, quantum epistemology, probabilistic collapse, wavefunction collapse, decoherence models, density matrix, von Neumann equation, Liouville equation, statistical operator, quantum information, qubits, entanglement, Bell inequalities, EPR paradox, nonlocality, locality principle, quantum teleportation, quantum computing, superposition, interference, double slit experiment, photon polarisation, spin 1/2, spin statistics, fermions, bosons, Pauli exclusion principle, Bose–Einstein statistics, Fermi–Dirac statistics, classical limit, correspondence principle, decoherent histories, many body problem, condensed matter, superconductivity, superfluidity, BCS theory, Cooper pairs, quantum Hall effect, fractional quantum Hall, topological insulators, quantum topology, quantum anomalies, symmetry breaking, spontaneous symmetry breaking, Noether theorem, conservation laws, energy conservation, momentum conservation, angular momentum, CPT invariance, Lorentz invariance, gauge symmetry, SU(3), SU(2), U(1), gauge bosons, photon, gluon, W boson, Z boson, graviton, hypothetical particles, tachyon, axion, supersymmetry, SUSY, superpartners, neutralino, gravitino, experimental physics, particle accelerator, CERN, LHC, detectors, CMS, ATLAS, data reproducibility, GPS experiment, atomic clock, laser interferometry, supercomputer, GPU, parallel computing, high performance computing, simulations, Python simulation, Monte Carlo, numerical analysis, stability analysis, chaos control, fractal space, fractional time, memory kernel, integral operator, nonlocal operator, operator algebra, spectral analysis, Hilbert space, Banach space, functional analysis, Fourier transform, Laplace transform, z-transform, Mellin transform, Green's function, propagator, kernel function, determinant, eigenfunction expansion, perturbation theory, renormalisation group, RG flow, quantum corrections, vacuum polarisation, loop diagrams, Feynman diagrams, scattering theory, S-matrix, cross section, transition probability, resonance, bound states, scattering amplitude, optical theorem, Klein–Gordon equation, Dirac spinors, gamma matrices, Clifford algebra, Pauli matrices, Bloch sphere, unitary evolution, Hermitian operator, self-adjointness, eigenvalue spectrum, completeness, orthogonality, superoperators, Liouvillian dynamics, open systems, master equation, Lindblad form, dissipative dynamics, non-Hermitian Hamiltonians, PT symmetry, exceptional points, phase transitions, quantum phase transition, critical exponents, scaling, universality class, holographic principle, AdS/CFT correspondence, anti de Sitter, conformal field theory, duality, quantum gravity, semi classical gravity, canonical quantisation, Wheeler–DeWitt equation, minisuperspace model, holographic entropy, Bekenstein–Hawking entropy, information paradox, firewall paradox, black hole complementarity, entanglement entropy, Page curve, quantum extremal surface, island formula, quantum cosmology, Wheeler foam, spacetime foam, topology change, wormholes, Einstein–Rosen bridge, traversable wormhole, time travel, closed timelike curves, chronology protection, causality violation, chronology horizon, tachyonic instability, inflation reheating, cosmic strings, domain walls, monopoles, topological defects, quantum fluctuations, primordial density fluctuations, galaxy formation, large scale structure, dark energy dynamics, quintessence field, phantom energy, big rip, big crunch, cyclic cosmology, ekpyrotic model, brane world, Randall–Sundrum model, holographic dark energy, anthropic principle, multiverse interpretation, eternal inflation, string landscape, fine tuning problem, hierarchy problem, cosmological fine tuning, strong CP problem, quantum chromodynamic vacuum, θ term, topological susceptibility, axion field, inflaton field, curvaton model, preheating, baryogenesis, leptogenesis, matter–antimatter asymmetry, CP violation, CKM matrix, PMNS matrix, neutrino oscillations, solar neutrinos, supernova neutrinos, neutrino mass, sterile neutrino, Majorana neutrino, Dirac neutrino, cosmic neutrino background, gravitational lensing, weak lensing, strong lensing, microlensing, gravitational redshift, Shapiro delay, frame dragging, Lense–Thirring effect, Kerr metric, Schwarzschild metric, Reissner–Nordström metric, de Sitter space, anti de Sitter space, Friedmann equations, FLRW metric, Hubble constant, H0 tension, expansion of universe, deceleration parameter, jerk parameter, cosmic chronometers, BAO, baryon acoustic oscillations, supernova Ia, standard candle, standard ruler, Cepheids, distance ladder, cosmic variance, structure formation, N-body simulation, hydrodynamics, magnetohydrodynamics, turbulence, Kolmogorov spectrum, Navier–Stokes equations, boundary conditions, initial conditions, chaos, attractors, deterministic predictability, certainty principle, Hamzah determinism, Ωφ formalism, Seyed Rasoul Jalali, Nobel physics, twenty-first century physics, deterministic cosmology, deterministic quantum mechanics, unified theory, experimental test, reproducibility principle, computational framework, legal registration, scientific ownership, integrated simulation, ultra-complex tests, 10^12 cases, 10^13 scenarios, accuracy 99.99, error 0.0001, reproducibility 100, deterministic universe, God does not play dice, certainty instead of uncertainty, validation protocols, experimental validation, scientific paradigm shift, deterministic revolution, Hamzah certainty principle, Hamzah Ωφ framework, deterministic TOE, deterministic physics

A practical guide to estimating treatment effects in patients with rheumatic diseases using real-world data.

Authors: Pripp AH Łosińska K Korkosz M et al.

Source: Rheumatology international [Rheumatol Int] 2024 Jul; Vol. 44 (7), pp. 1265-1274. Date of Electronic Publication: 2024 Apr 24.

Publication Type: Journal Article

Journal Info: Publisher: Springer International Country of Publication: Germany NLM ID: 8206885 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1437-160X (Electronic) Linking ISSN: 01728172 NLM ISO Abbreviation: Rheumatol Int Subsets: MEDLINE

MeSH Terms: Rheumatic Diseases*/therapy, Observational Studies as Topic/methods ; Humans ; Treatment Outcome ; Propensity Score ; Regression Analysis ; Data Interpretation, Statistical

Comparative effectiveness of laparoscopic versus open colectomy in colon cancer patients: a study protocol for emulating a target trial using cancer registry data.

Authors: Abera SF Robers G Kästner A et al.

Source: Journal of cancer research and clinical oncology [J Cancer Res Clin Oncol] 2025 Jan 11; Vol. 151 (1), pp. 34. Date of Electronic Publication: 2025 Jan 11.

Publication Type: Clinical Trial Protocol; Journal Article

Journal Info: Publisher: Springer-Verlag Country of Publication: Germany NLM ID: 7902060 Publication Model: Electronic Cited Medium: Internet ISSN: 1432-1335 (Electronic) Linking ISSN: 01715216 NLM ISO Abbreviation: J Cancer Res Clin Oncol Subsets: MEDLINE

MeSH Terms: Colectomy*/methods , Colonic Neoplasms*/surgery , Colonic Neoplasms*/pathology , Colonic Neoplasms*/mortality , Laparoscopy*/methods, Adult ; Female ; Humans ; Male ; Registries ; Survival Rate ; Clinical Trials, Phase III as Topic ; Randomized Controlled Trials as Topic ; Multicenter Studies as Topic

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

Economic Impact of Abortions in Dairy Cow Herds.

Authors: Palma, Osvaldo Plà-Aragonès, Lluís M. Mac Cawley, Alejandro et al.

Source: Veterinary Sciences; Jul2025, Vol. 12 Issue 7, p645, 14p

Subject Terms: ECONOMIC impact, ABORTION, MARKOV processes, PROFITABILITY, MILK yield, DAIRY cattle, ANIMAL health

Time to antiviral treatment in mild-moderate COVID-19 in the emergency department: influence of prescribing physician and effect on outcomes.

Authors: Rodríguez-Leal CM González Del Castillo J Llorens P et al.

Corporate Authors: Rodríguez-Leal CM González Del Castillo J Llorens P et al.

Source: Internal and emergency medicine [Intern Emerg Med] 2026 Jan; Vol. 21 (1), pp. 219-229. Date of Electronic Publication: 2025 Apr 21.

Publication Type: Journal Article

Journal Info: Publisher: Springer Country of Publication: Italy NLM ID: 101263418 Publication Model: Print-Electronic Cited Medium: Internet ISSN: 1970-9366 (Electronic) Linking ISSN: 18280447 NLM ISO Abbreviation: Intern Emerg Med Subsets: MEDLINE; In Process

CLM App: Interlamellar Distance of Pearlite via CLM Revisited and Automated.

Authors: Zouhar, Martin Mikmeková, Šárka Hovjacký, Jan et al.

Source: Materials (1996-1944); Feb2026, Vol. 19 Issue 3, p635, 17p

Subject Terms: AUTOMATION, IMAGE analysis, QUALITY control, MICROSTRUCTURE

A comparison of machine learning algorithms for survival with missing data ; Une comparaison des algorithmes d'apprentissage pour la survie avec données manquantes

Authors: Dufossé, Paul Benzekry, Sébastien Méthodes computationnelles pour la prise en charge thérapeutique en oncologie : Optimisation des stratégies par modélisation mécaniste et statistique (COMPO) et al.

Contributors: Dufossé, Paul Benzekry, Sébastien Méthodes computationnelles pour la prise en charge thérapeutique en oncologie : Optimisation des stratégies par modélisation mécaniste et statistique (COMPO) et al.

Source: 54es Journées de Statistique de la SFdS
JDS 2023 - 54e Journées de Statistique de la SFds
https://hal.science/hal-04384220
JDS 2023 - 54e Journées de Statistique de la SFds, SFdS, Jul 2023, Bruxelles (BEL), Belgique. ⟨10.48550/arXiv.2303.13590⟩

Subject Terms: Machine Learning (stat.ML), Machine Learning (cs.LG), Machine learning, neural networks, survival data, simulated data, missing data, [STAT.ML]Statistics [stat]/Machine Learning [stat.ML], [INFO.INFO-LG]Computer Science [cs]/Machine Learning [cs.LG], [STAT.AP]Statistics [stat]/Applications [stat.AP]

Subject Geographic: Bruxelles (BEL), Belgium

Relation: hal-04384220; https://hal.science/hal-04384220; https://hal.science/hal-04384220/document; https://hal.science/hal-04384220/file/preprint_arxiv.pdf

Availability: https://hal.science/hal-04384220
https://hal.science/hal-04384220/document
https://hal.science/hal-04384220/file/preprint_arxiv.pdf
https://doi.org/10.48550/arXiv.2303.13590

Economic and Veterinary Evaluation of Pet Insurance in Türkiye: Potential, Role in Health, and Impact on Practice.

Authors: GENÇGÖNÜL, Betül Zehra¹ betul.zehra@hacettepe.edu.tr

Source: Kafkas Üniversitesi Veteriner Fakültesi Dergisi. Jan/Feb2026, Vol. 32 Issue 1, p147-153. 7p.

Textual Financial Data Repository and Python Code for Machine Learning, AI, and Textual Analyses: Major Sections from 10-K, 10-Q, and Financial Statement Notes

Authors: Mauricio Codesso Rani Hoitash Udi Hoitash

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

The state of the late Quaternary megafauna extinction debate: a systematic review and analysis.

Authors: Stewart, Mathew Peters, Carli Ziegler, Michael J. et al.

Source: Frontiers in Mammal Science. 2025, p1-27. 27p.

Sub-grouping Kho-Bwa based on shared core vocabulary

Authors: Lieberherr, Ismael Bodt, Timotheus Adrianus

Source: Himalayan Linguistics. 16(2)

Subject Terms: Historical Linguistics, Lexico-statistics, Tibeto-Burman, Kho-Bwa, Duhumbi, Sartang, Sherdukpen, Bugun, Puroik, Arunachal Pradesh, Python, Cluster Analysis

File Description: application/pdf

Access URL: https://escholarship.org/uc/item/4t27h5fg
https://escholarship.org/content/qt4t27h5fg/qt4t27h5fg.pdf