Výsledky vyhledávání - (stat OR state:mn) python code analysis~

CpGtools: a python package for DNA methylation analysis Autor Wei, Ting, Nie, Jinfu, Larson, Nicholas B, Ye, Zhenqing, Eckel-Passow, Jeanette E, Robertson, Keith D, Kocher, Jean-Pierre A, Wang, Liguo

“…Abstract Motivation DNA methylation can be measured at the single CpG level using sodium bisulfite conversion of genomic DNA followed by sequencing or array…”
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Environmental and health risk assessment of polycyclic aromatic hydrocarbons and toxic elements in the red sea using Monte Carlo simulation Autor Sayed, F. Alshaima, Eid, Mohamed Hamdy, El-Sherbeeny, Ahmed M., Abdel-Gawad, Gouda Ismail, Mohamed, Essam A., Abukhadra, Mostafa R.

“…This research evaluates the environmental and health risks linked to potentially toxic elements (PTEs) and PAHs along the western coast of the Gulf of Suez,…”
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Combining Astrometry and Elemental Abundances: The Case of the Candidate Pre-Gaia Halo Moving Groups G03-37, G18-39, and G21-22 Autor Schuler, Simon C., Andrews, Jeff J., Clanzy, Vincent R., Mourabit, Mohammed, Chanamé, Julio, Agüeros, Marcel A.

“… Using a new Python code that uses a Bayesian method to self…”
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Magnetic properties of Mn doped ZnO: A Monte Carlo simulation analysis Autor Bandyopadhyay, A., Gupta, N., Nath, M., Chakraborty, S., Sutradhar, S.

“…). In the simulation process, a classical Metropolis algorithm has been used to update the distribution of spins in the matrix and the algorithm is written in Python language…”
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Minimizing the number of optimizations for efficient community dynamic flux balance analysis Autor Brunner, James D., Chia, Nicholas

“…Dynamic flux balance analysis uses a quasi-steady state assumption to calculate an organism's metabolic activity at each time-step of a dynamic simulation, using the well-known technique of flux balance analysis…”
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Vespa: Integrated applications for RF pulse design, spectral simulation and MRS data analysis Autor Soher, Brian J., Semanchuk, Philip, Todd, David, Ji, Xiao, Deelchand, Dinesh, Joers, James, Oz, Gulin, Young, Karl

“…Purpose The Vespa package (Versatile Simulation, Pulses, and Analysis) is described and demonstrated…”
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Quasiclassical sampling and Wigner sampling of initial vibrational coordinates and momenta for polyatomic molecules in Monte Carlo molecular dynamics simulations Autor Shu, Yinan, Zhou, Jian-Ge, Truhlar, Donald G.

“… molecules, namely, fixed-energy vibrational-state-selected initial conditions and thermal initial conditions…”
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The Design of SimpleITK Autor Lowekamp, Bradley C., Chen, David T., Ibáñez, Luis, Blezek, Daniel

“… Initially, ITK provided a direct wrapping interface to languages such as Python and Tcl through the WrapITK system…”
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Improved mutant function prediction via PACT: Protein Analysis and Classifier Toolkit Autor Klesmith, Justin R, Hackel, Benjamin J

“… The Protein Analysis and Classifier Toolkit (PACT) is a Python software package that marries the fitness metric of a given mutation within these experiments to sequence and structural features enabling downstream analyses…”
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Mackinac: a bridge between ModelSEED and COBRApy to generate and analyze genome-scale metabolic models Autor Mundy, Michael, Mendes-Soares, Helena, Chia, Nicholas

“… Here we describe Mackinac, a Python package that combines ModelSEED's ability to automatically reconstruct metabolic models with COBRApy's advanced analysis capabilities to bridge the differences…”
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Nuclear physics applied to the production of innovative radiopharmaceuticals Autor Canton, Luciano, Fontana, Andrea

“…In this work, we review the theory of nuclear reactions induced by charged particles at cyclotrons and we show in a pedagogical way how to perform a reaction…”
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Gradient free stochastic training of ANNs, with local approximation in partitions Autor Bakas, N. P., Langousis, A., Nicolaou, M. A., Chatzichristofis, S. A.

“…We present a numerical scheme for computation of Artificial Neural Networks (ANN) weights, which stems from the Universal Approximation Theorem, avoiding…”
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Mirror Neurons in Monkey Frontal and Parietal Areas Autor Tili, Federica, Maranesi, Monica, Lanzilotto, Marco, Ferroni, Carolina Giulia, Livi, Alessandro, Bonini, Luca, Albertini, Davide

“… However, variability in definitions, recorded brain regions, and response dynamics has posed challenges to replicating MN findings and achieving a comprehensive understanding of their properties…”
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Comment on “A simple constrained machine learning model for predicting high-pressure-hydrogen-compressor materials” by Hattrick-Simpers, et al. , Molecular Systems Design & Engineering , 2018, 3 , 509 Autor Hattrick-Simpers, Jason, DeCost, Brian

“… used in that manuscript. In transcribing our model from the Java-based Magpie / Weka framework to the Python-based Matminer / scikit-learn framework we noticed an unexpected discrepancy in the predictions between the two platforms…”
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Radiology Text Analysis System (RadText): Architecture and Evaluation Autor Wang, Song, Lin, Mingquan, Ding, Ying, Shih, George, Lu, Zhiyong, Peng, Yifan

“… and encourage precise diagnosis. In this work, we present RadText, an open-source radiology text analysis system developed by Python…”
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Combining Astrometry and Elemental Abundances: The Case of the Candidate Pre-Gaia Halo Moving Groups G03-37, G18-39, and G21-22 Autor Schuler, S C, Andrews, J J, Clanzy, V R, Mourabit, M, Chanamé, J, Agüeros, M A

“… Using a new Python code that uses a Bayesian method to self…”
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Diminished GAD67 Terminals and Ambient GABA Inhibition Associated with Reduced Motor Neuron Recruitment Threshold in the SOD1G93A ALS mouse Autor Venugopal, Sharmila, Ghulam-Jhelani, Zohal, Simmons, Dwayne D, Chandler, Scott

“…Pre-symptomatic studies in mouse models of the neurodegenerative motor neuron (MN) disease, Amyotrophic Lateral Sclerosis…”
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NMC Charge Transfer Symmetry Breaks during Cycle Aging of Lithium-Ion Cells Autor Ji, Yuefan, Schwartz, Daniel T.

“…Second harmonic nonlinear electrochemical impedance spectroscopy (2 nd -NLIES) is a uniquely capable method for probing the symmetry of charge transfer in an…”
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