Výsledky vyhledávání - (( (state OR stat) python code analysis ) OR ( (statement OR state:md) python code analysis ))

PSHRisk-Tool: A Python-Based Computational Tool for Developing Site Seismic Hazard Analysis and Failure Risk Assessment of Infrastructure Autor Nahar, Tahmina Tasnim, Rahman, Md Motiur, Kim, Dookie

“… vulnerable condition for the infrastructure. This python-code based tool can demonstrate the source identification, probability distribution plot of magnitude and distance…”
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mdciao: Accessible Analysis and Visualization of Molecular Dynamics Simulation Data Autor Pérez-Hernández, Guillermo, Hildebrand, Peter W.

“…) for easy, one-shot analysis and representation of molecular dynamics (MD) simulation data. Building upon the widely used concept of residue-residue contact-frequencies…”
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WEDAP: A Python Package for Streamlined Plotting of Molecular Simulation Data Autor Yang, Darian T, Chong, Lillian T

“… Here, we present the WEDAP Python package for simplifying the analysis of data generated from either conventional MD simulations or the weighted ensemble…”
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MDAnalysis: A toolkit for the analysis of molecular dynamics simulations Autor Michaud-Agrawal, Naveen, Denning, Elizabeth J., Woolf, Thomas B., Beckstein, Oliver

“…MDAnalysis is an object‐oriented library for structural and temporal analysis of molecular dynamics (MD…”
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interlab: A Python Module for Analyzing Interlaboratory Comparison Data Autor Sheen, David A.

“…interlab was developed as a software tool to perform consensus analysis on spectral data from interlaboratory studies…”
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Enabling grand-canonical Monte Carlo: Extending the flexibility of GROMACS through the GromPy python interface module Autor Pool, René, Heringa, Jaap, Hoefling, Martin, Schulz, Roland, Smith, Jeremy C., Feenstra, K. Anton

“…We report on a python interface to the GROMACS molecular simulation package, GromPy (available at https://github.com/GromPy…”
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iCn3D: From Web-Based 3D Viewer to Structural Analysis Tool in Batch Mode Autor Wang, Jiyao, Youkharibache, Philippe, Marchler-Bauer, Aron, Lanczycki, Christopher, Zhang, Dachuan, Lu, Shennan, Madej, Thomas, Marchler, Gabriele H., Cheng, Tiejun, Chong, Li Chuin, Zhao, Sarah, Yang, Kevin, Lin, Jack, Cheng, Zhiyu, Dunn, Rachel, Malkaram, Sridhar Acharya, Tai, Chin-Hsien, Enoma, David, Busby, Ben, Johnson, Nicholas L., Tabaro, Francesco, Song, Guangfeng, Ge, Yuchen

“… scripts in a FAIR manner. More recently, with the growth of structural databases, the need to analyze large structural datasets systematically led us to use Python scripts and convert the code to be used in Node. js scripts…”
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BaNDyT: Bayesian Network Modeling of Molecular Dynamics Trajectories Autor Mukhaleva, Elizaveta, Manookian, Babgen, Chen, Hanyu, Sivaraj, Indira R, Ma, Ning, Wei, Wenyuan, Urbaniak, Konstancja, Gogoshin, Grigoriy, Bhattacharya, Supriyo, Vaidehi, Nagarajan, Rodin, Andrei S, Branciamore, Sergio

“… However, the analysis of MD simulation trajectories has not been data-driven but rather dependent on the user's prior knowledge of the systems, thus limiting the scope and utility of the MD simulations…”
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ChatGPT for Univariate Statistics: Validation of AI‐Assisted Data Analysis in Healthcare Research Autor Ruta, Michael R, Gaidici, Tony, Irwin, Chase, Lifshitz, Jonathan

“… With the recent integration of Python code interpretation into the ChatGPT environment, there has been a significant increase in the potential utility of ChatGPT as a research tool, particularly…”
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Percolation theory using Python Autor Malthe-Sørenssen, Anders

“… Readers will learn how to generate, analyze, and comprehend data and models, with detailed theoretical discussions complemented by accessible computer codes…”
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Development of High Performance Computing Tools for Estimation of High-Resolution Surface Energy Balance Products Using sUAS Information Autor Nassar, Ayman, Torres, Alfonso, Merwade, Venkatesh, Dey, Sayan, Zhao, Lan, Kim, I Luk, Kustas, William P, Nieto, Hector, Hipps, Lawrence, Gao, Rui, Alfieri, Joseph, Prueger, John, Alsina, Maria Mar, McKee, Lynn, Coopmans, Calvin, Sanchez, Luis, Dokoozlian, Nick, Bambach Ortiz, Nicolas, Mcelrone, Andrew J

“…(small-Unmanned Aircraft System) and advanced surface energy balance models allow detailed assessment and monitoring (at plant scale) of different…”
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GenEvaPa: A generic evaporation package for modeling evaporation in molecular dynamics simulations Autor Harris, Bradley, Liu, Gang-yu, Faller, Roland

“…This work presents a novel general tool for modeling the process of evaporation without the need for modifying existing software using Python…”
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An Implementation of the Fundamental Parameters Approach for Analysis of X-ray Powder Diffraction Line Profiles Autor Mendenhall, Marcus H, Mullen, Katharine, Cline, James P

“…) models for analysis of X-ray powder diffraction line profiles. The original literature describing these models was examined and code was developed to allow for their use within a Python based least squares refinement algorithm…”
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Preliminary Experience and Learning Outcomes by Infusing Interactive and Active Learning to Teach an Introductory Programming Course in Python Autor Rahman, Md Mahmudur, Paudel, Roshan

“…A core challenge in introductory programming courses during the freshmen year is getting students to understand how a static textual representation (source code…”
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Handwritten Code Recognition for Pen-and-Paper CS Education Autor Md Sazzad Islam, Moussa Koulako Bala Doumbouya, Manning, Christopher D, Piech, Chris

“… Optical character recognition (OCR) of handwritten code is challenging…”
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Fitting Splines to Axonal Arbors Quantifies Relationship Between Branch Order and Geometry Autor Athey, Thomas L., Teneggi, Jacopo, Vogelstein, Joshua T., Tward, Daniel J., Mueller, Ulrich, Miller, Michael I.

“… It is also implicated in neurological disease. However, standard morphological analysis focuses on macroscopic features such as branching frequency and connectivity between regions, and often neglects the internal geometry of neurons…”
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WEDAP: A Python Package for Streamlined Plotting of Molecular Simulation Data Autor Yang, Darian T, Chong, Lillian T

“… Here, we present the WEDAP Python package for simplifying the analysis of data generated from either conventional MD simulations or the weighted ensemble…”
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Neurophysiological analytics for all! Free open-source software tools for documenting, analyzing, visualizing, and sharing using electronic notebooks Autor Rosenberg, David M, Horn, Charles C

“…Neurophysiology requires an extensive workflow of information analysis routines, which often includes incompatible proprietary software, introducing limitations based on financial costs, transfer…”
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Decoding the JAK-STAT Axis in Colorectal Cancer with AI-HOPE-JAK-STAT: A Conversational Artificial Intelligence Approach to Clinical–Genomic Integration Autor Yang, Ei-Wen, Waldrup, Brigette, Velazquez-Villarreal, Enrique

“…: AI-HOPE-JAK-STAT combines large language models (LLMs), a natural language-to-code engine, and harmonized public CRC datasets from cBioPortal…”
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Introduction to computational causal inference using reproducible Stata, R, and Python code: A tutorial Autor Smith, Matthew J., Mansournia, Mohammad A., Maringe, Camille, Zivich, Paul N., Cole, Stephen R., Leyrat, Clémence, Belot, Aurélien, Rachet, Bernard, Luque‐Fernandez, Miguel A.

“…The main purpose of many medical studies is to estimate the effects of a treatment or exposure on an outcome. However, it is not always possible to randomize…”
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