Suchergebnisse - (( (staten OR studies) python code analysis ) OR ( state python code analysis ))*

Percolation theory using Python von Malthe-Sørenssen, Anders

“… Readers will learn how to generate, analyze, and comprehend data and models, with detailed theoretical discussions complemented by accessible computer codes …”
Volltext

Analysis methods and code for very high-precision mass measurements of unstable isotopes von Karthein, J., Atanasov, D., Blaum, K., Lunney, D., Manea, V., Mougeot, M.

“… We present a robust analysis code developed in the Python language and incorporating libraries of the ROOT data analysis framework for the state-of-the-art mass spectrometry method called phase …”
Volltext

A Study of Large Language Models in Detecting Python Code Violations von Mohammed Salih, Hekar A., Sarhan, Qusay I.

“… This study investigates the effectiveness of large language models (LLMs) compared to traditional static code analysis tools in detecting Python coding violations …”
Volltext

Statistics Using Python von Campesato, Oswald

“… This book is designed to offer a fast-paced yet thorough introduction to essential statistical concepts using Python code samples, and aims to assist data scientists in their daily endeavors …”
Volltext

PBjam: A Python Package for Automating Asteroseismology of Solar-like Oscillators von Nielsen, M. B., Davies, G. R., Ball, W. H., Lyttle, A. J., Li 李坦, T. 达, Hall, O. J., Chaplin, W. J., Gaulme, P., Carboneau, L., Ong 王加, J. M. J. 冕, García, R. A., Mosser, B., Roxburgh, I. W., Corsaro, E., Benomar, O., Moya, A., Lund, M. N.

“… So far the process of performing an asteroseismic analysis of a star has remained somewhat esoteric and inaccessible to nonexperts …”
Volltext

SBML2HYB: a Python interface for SBML compatible hybrid modeling von Pinto, José, Costa, Rafael S, Alexandre, Leonardo, Ramos, João, Oliveira, Rui

“… Abstract Summary Here, we present sbml2hyb, an easy-to-use standalone Python tool that facilitates the conversion of existing mechanistic models of biological systems in Systems Biology Markup Language (SBML …”
Volltext

Snakes on a Spaceship - An Overview of Python in Heliophysics von Burrell, A.G., Halford, A., Klenzing, J., Stoneback, R. A., Morley, S. K., Annex, A. M., Laundal, K. M., Kellerman, A. C., Stansby, D., Ma, J.

“… Computational analysis has become ubiquitous within the heliophysics community. However, community standards for peer review of codes and analysis have lagged behind these developments …”
Volltext

MechElastic: A Python library for analysis of mechanical and elastic properties of bulk and 2D materials von Singh, Sobhit, Lang, Logan, Dovale-Farelo, Viviana, Herath, Uthpala, Tavadze, Pedram, Coudert, François-Xavier, Romero, Aldo H.

“… The MechElastic Python package evaluates the mechanical and elastic properties of bulk and 2D materials using the elastic coefficient matrix (Cij …”
Volltext

Python code smells detection using conventional machine learning models von Sandouka, Rana, Aljamaan, Hamoud

“… Therefore, code smell detection is important in software building. Recent studies utilized machine learning algorithms for code smell detection …”
Volltext

GPT-4.1 Sets the Standard in Automated Experiment Design Using Novel Python Libraries von Fachada, Nuno, Fernandes, Daniel, Fernandes, Carlos M., Ferreira-Saraiva, Bruno D., Matos-Carvalho, João P.

“… unfamiliar Python APIs for complex computational experiments remains poorly characterized. This study systematically benchmarks a selection of state-of-the-art LLMs in generating functional Python code for two increasingly challenging scenarios …”
Volltext

pyMBE: The Python-based molecule builder for ESPResSo von Beyer, David, Torres, Paola B, Pineda, Sebastian P, Narambuena, Claudio F, Grad, Jean-Noël, Košovan, Peter, Blanco, Pablo M

“… We present the Python-based Molecule Builder for ESPResSo (pyMBE), an open source software application to design custom coarse-grained (CG …”
Weitere Angaben

VAMPyR-A high-level Python library for mathematical operations in a multiwavelet representation von Bjørgve, Magnar, Tantardini, Christian, Jensen, Stig Rune, Gerez S, Gabriel A, Wind, Peter, Di Remigio Eikås, Roberto, Dinvay, Evgueni, Frediani, Luca

“… ), they provide a framework that narrows the gap between the theoretical formalism of the fundamental equations and the practical implementation in a working code …”
Weitere Angaben

COBRApy: COnstraints-Based Reconstruction and Analysis for Python von Ebrahim, Ali, Lerman, Joshua A, Palsson, Bernhard O, Hyduke, Daniel R

“… Background COnstraint-Based Reconstruction and Analysis (COBRA) methods are widely used for genome-scale modeling of metabolic networks in both prokaryotes and eukaryotes …”
Volltext

Gnocis: An integrated system for interactive and reproducible analysis and modelling of cis-regulatory elements in Python 3 von Bredesen-Aa, Bjørn André, Rehmsmeier, Marc

“… methods for the genome-wide prediction of candidate CREs. We here present Gnocis, a Python package that streamlines the analysis and the modelling of CRE sequences …”
Volltext

PETAL: a Python tool for deep analysis of biological pathways von Sgroi, Giuseppe, Russo, Giulia, Pappalardo, Francesco

“… Here, we developed PETAL, a Python tool that automatically explores and detects the most relevant nodes within a KEGG pathway, scanning and performing an in-depth search …”
Volltext

Pytim: A python package for the interfacial analysis of molecular simulations von Sega, Marcello, Hantal, György, Fábián, Balázs, Jedlovszky, Pál

“… The code implements several algorithms for the identification of instantaneous interfaces of arbitrary shape, and analysis tools written specifically for the study of interfacial properties, such as intrinsic profiles …”
Volltext

Kssdtree: an interactive Python package for phylogenetic analysis based on sketching technique von Yang, Hang, Lu, Xiaoxin, Chang, Jiaxing, Chang, Qing, Zheng, Wen, Chen, Zehua, Yi, Huiguang

“… These limitations collectively impede the overall convenience and efficiency of the analysis. In this study, we introduce Kssdtree, an interactive Python package designed to address these challenges …”
Volltext

Pyleoclim: Paleoclimate Timeseries Analysis and Visualization With Python von Khider, Deborah, Emile‐Geay, Julien, Zhu, Feng, James, Alexander, Landers, Jordan, Ratnakar, Varun, Gil, Yolanda

“… We present a Python package geared toward the intuitive analysis and visualization of paleoclimate timeseries, Pyleoclim. The code is open‐source, object …”
Volltext

MASSpy: Building, simulating, and visualizing dynamic biological models in Python using mass action kinetics von Haiman, Zachary B., Zielinski, Daniel C., Koike, Yuko, Yurkovich, James T., Palsson, Bernhard O.

“… MASSpy adds dynamic modeling tools to the COnstraint-Based Reconstruction and Analysis Python (COBRApy …”
Volltext

LLM-Based Test-Driven Interactive Code Generation: User Study and Empirical Evaluation von Fakhoury, Sarah, Naik, Aaditya, Sakkas, Georgios, Chakraborty, Saikat, Lahiri, Shuvendu K.

“… Through a mixed methods user study with 15 programmers, we present an empirical evaluation of the effectiveness of the workflow to improve code generation accuracy …”
Volltext