Výsledky vyhledávání - (dynamic OR dynamika) code analysis of python process*

SciPy 1.0: fundamental algorithms for scientific computing in Python Autor Virtanen, Pauli, Gommers, Ralf, Oliphant, Travis E., Haberland, Matt, Reddy, Tyler, Cournapeau, David, Burovski, Evgeni, Peterson, Pearu, Weckesser, Warren, Bright, Jonathan, van der Walt, Stéfan J., Brett, Matthew, Wilson, Joshua, Millman, K. Jarrod, Mayorov, Nikolay, Nelson, Andrew R. J., Jones, Eric, Kern, Robert, Larson, Eric, Carey, C J, Polat, İlhan, Feng, Yu, Moore, Eric W., VanderPlas, Jake, Laxalde, Denis, Perktold, Josef, Cimrman, Robert, Henriksen, Ian, Quintero, E. A., Harris, Charles R., Archibald, Anne M., Ribeiro, Antônio H., Pedregosa, Fabian, van Mulbregt, Paul

“… Since its initial release in 2001, SciPy has become a de facto standard for leveraging scientific algorithms in Python, with over 600 unique code contributors, thousands of dependent packages…”
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Python open-source signal processing and modeling/simulation for scientific research in structural dynamics—A review Autor Slavič, Janko, Zaletelj, Klemen, Gorjup, Domen, Pasca, Dag Pasquale, Aloisio, Angelo, Kvåle, Knut Andreas, Frøseth, Gunnstein Thomas, Weijtjens, Wout, Mujtaba, Ahmed, Česnik, Martin, Zorman, Aleš, Tsialiamanis, George, Tomac, Ivan, Ritto, Thiago G., Ocepek, Domen, Rohe, Dan, Silva, Olavo M., Masmeijer, Thijs C.P., Čufar, Krištof, Bregar, Tomaž, Kodrič, Miha, El Mahmoudi, Ahmed, Pogačar, Miha, Trainotti, Francesco, Göldeli, Mert, Čepon, Gregor, Timbó, Raphael, Cavallini, Aldemir A., Costa, Vinicius T., Santos, Jéssica G.F., Hughes, Aidan J., Vargas, Jacson G., Fernandes, André, Rixen, Daniel J., Worden, Keith, Boltežar, Miha

“… Avoiding duplication of effort leads to faster progress and greater societal benefit. The Python programming language provides readable code and is highly collaborative, leading to a large user community…”
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GPAW: An open Python package for electronic structure calculations Autor Mortensen, Jens Jørgen, Larsen, Ask Hjorth, Kuisma, Mikael, Ivanov, Aleksei V, Taghizadeh, Alireza, Peterson, Andrew, Haldar, Anubhab, Dohn, Asmus Ougaard, Schäfer, Christian, Jónsson, Elvar Örn, Hermes, Eric D, Nilsson, Fredrik Andreas, Kastlunger, Georg, Levi, Gianluca, Jónsson, Hannes, Häkkinen, Hannu, Fojt, Jakub, Kangsabanik, Jiban, Sødequist, Joachim, Lehtomäki, Jouko, Heske, Julian, Enkovaara, Jussi, Winther, Kirsten Trøstrup, Dulak, Marcin, Melander, Marko M, Ovesen, Martin, Louhivuori, Martti, Walter, Michael, Gjerding, Morten, Lopez-Acevedo, Olga, Erhart, Paul, Warmbier, Robert, Würdemann, Rolf, Kaappa, Sami, Latini, Simone, Boland, Tara Maria, Bligaard, Thomas, Skovhus, Thorbjørn, Susi, Toma, Maxson, Tristan, Rossi, Tuomas, Chen, Xi, Schmerwitz, Yorick Leonard A, Schiøtz, Jakob, Olsen, Thomas, Jacobsen, Karsten Wedel, Thygesen, Kristian Sommer

“…We review the GPAW open-source Python package for electronic structure calculations…”
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SIMA: Python software for analysis of dynamic fluorescence imaging data Autor Kaifosh, Patrick, Zaremba, Jeffrey D., Danielson, Nathan B., Losonczy, Attila

“… However, analysis of dynamic fluorescence imaging data remains burdensome, in part due to the shortage of available software tools…”
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BELLO: A post-processing tool for the local-order analysis of disordered systems Autor Dianat, Behnood, Tavanti, Francesco, Padovani, Andrea, Larcher, Luca, Calzolari, Arrigo

“… Here, we present the BELLO open source code, a post-processing script-tool created for the automatic analysis and extraction of structural characteristics of disordered and amorphous systems…”
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Exudyn – a C++-based Python package for flexible multibody systems Autor Gerstmayr, Johannes

“…The present contribution introduces the design, methods, functionalities, and capabilities of the open-source multibody dynamics code Exudyn, which has been developed since 2019…”
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Tensorpac: An open-source Python toolbox for tensor-based phase-amplitude coupling measurement in electrophysiological brain signals Autor Combrisson, Etienne, Nest, Timothy, Brovelli, Andrea, Ince, Robin A. A., Soto, Juan L. P., Guillot, Aymeric, Jerbi, Karim

“… In particular, there is accumulating evidence that phase-amplitude coupling (PAC), a specific form of cross-frequency interaction, plays a key role in numerous cognitive processes…”
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Bayesian modelling of time series data (BayModTS)—a FAIR workflow to process sparse and highly variable data Autor Höpfl, Sebastian, Albadry, Mohamed, Dahmen, Uta, Herrmann, Karl-Heinz, Kindler, Eva Marie, König, Matthias, Reichenbach, Jürgen Rainer, Tautenhahn, Hans-Michael, Wei, Weiwei, Zhao, Wan-Ting, Radde, Nicole Erika

“…) workflow for processing and analysing sparse and highly variable time series data. BayModTS consistently transfers uncertainties from data to model predictions, including process knowledge via parameterized models…”
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Performance of glass epoxy composites under combined effect of in‐plane fiber waviness with circular cutout through tensile test, and image processing technique Autor Muddebihal, Aravind, Gouda, P. S. Shivakumar, Uppin, Vinayak S., Edacherian, Abhilash, Patil, Santosh, Joshi, Prahlad, M A, Somashekara

“… Utilizing a pioneering technique that employs a semi‐circular bar to induce controlled fiber waviness, coupled with image processing using OpenCV library in Python coding for precise measurement and analysis…”
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Dynamic Generation of Python Bindings for HPC Kernels Autor Zhu, Steven, AlAwar, Nader, Erez, Mattan, Gligoric, Milos

“… A recent trend among scientists-prototyping applications in dynamic languages such as Python-created a gap between the applications and existing HPKs…”
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Discovering Stochastic Dynamical Equations from Ecological Time Series Data Autor Nabeel, Arshed, Karichannavar, Ashwin, Palathingal, Shuaib, Jhawar, Jitesh, Brückner, David B, Raj M, Danny, Guttal, Vishwesha

“…AbstractTheoretical studies have shown that stochasticity can affect the dynamics of ecosystems in counterintuitive ways…”
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Verification of a Python-based TRANsport Simulation Environment for density-driven fluid flow and coupled transport of heat and chemical species Autor Kempka, Thomas

“…Numerical simulation has become an inevitable tool for improving the understanding on coupled processes in the geological subsurface and its utilisation…”
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A concise python implementation of the lattice Boltzmann method on HPC for geo-fluid flow Autor Mora, Peter, Morra, Gabriele, Yuen, David A

“… The Python scripting language provides a clean programming paradigm to develop codes based on the LBM, however in order to reach performance comparable to compiled languages, it needs to be carefully…”
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STracking: a free and open-source Python library for particle tracking and analysis Autor Prigent, Sylvain, Valades-Cruz, Cesar Augusto, Leconte, Ludovic, Salamero, Jean, Kervrann, Charles

“…Abstract Summary Analysis of intra- and extracellular dynamic like vesicles transport involves particle tracking algorithms…”
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MetaCerberus: distributed highly parallelized HMM-based processing for robust functional annotation across the tree of life Autor Figueroa III, Jose L, Dhungel, Eliza, Bellanger, Madeline, Brouwer, Cory R, White III, Richard Allen

“…Motivation MetaCerberus is a massively parallel, fast, low memory, scalable annotation tool for inference gene function across genomes to metacommunities…”
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A Python/Fortran Implementation of the Lattice‐Boltzmann Kernel on Multiple GPU Using the OpenACC Framework Autor Junqueira‐Junior, Carlos, Medina, Erwan Zamora, Taibi, Noureddine, Marié, Simon

“… challenges due to the complexity of porting legacy codes to accelerator platforms. Directive‐based programming models such as OpenACC offer a minimally intrusive pathway…”
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Percolation theory using Python Autor Malthe-Sørenssen, Anders

“… The book's structure ensures a complete exploration of worked examples, encompassing theory, modeling, implementation, analysis, and the resulting connections between theory and analysis…”
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SuperflexPy 1.3.0: an open-source Python framework for building, testing, and improving conceptual hydrological models Autor Dal Molin, Marco, Kavetski, Dmitri, Fenicia, Fabrizio

“…Catchment-scale hydrological models are widely used to represent and improve our understanding of hydrological processes and to support operational water resource management…”
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A Python-based stochastic library for assessing geothermal power potential using the volumetric method in a liquid-dominated reservoir Autor Pocasangre, Carlos, Fujimitsu, Yasuhiro

“…•A Python-based stochastic library is presented for assessing geothermal potential…”
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ProLIF: a library to encode molecular interactions as fingerprints Autor Bouysset, Cédric, Fiorucci, Sébastien

“… Here, we present ProLIF, a Python library designed to generate interaction fingerprints for molecular complexes extracted from molecular dynamics trajectories, experimental structures, and docking simulations…”
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