Assignment of signal to individual cell candidates in the third dimension. Saggital sections (i.e. orthogonal to acquisition) shown. حسب Adam L. Tyson (10892822)

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Total number of cells in each region, per brain, projecting to layer 2/3 neurons in primary visual cortex. حسب Adam L. Tyson (10892822)

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Architecture of the 3D ResNet. حسب Adam L. Tyson (10892822)

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Overview of the initial cell candidate detection steps, from raw data to a cuboid of data fed into the classification network. حسب Adam L. Tyson (10892822)

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Illustration of the cell detection process. حسب Adam L. Tyson (10892822)

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Architecture of the bottleneck 3D ResNet. حسب Adam L. Tyson (10892822)

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Simplified schematic diagram of the serial two-photon microscope and data acquisition process. حسب Adam L. Tyson (10892822)

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Cell classification. حسب Adam L. Tyson (10892822)

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<b>Opti2Phase</b>: Python scripts for two-stage focal reducer حسب Morgan Najera (21540776)

"…</li></ul><p dir="ltr">The scripts rely on the following Python packages. Where available, repository links are provided:</p><ol><li><b>NumPy</b>, version 1.22.1</li><li><b>SciPy</b>, version 1.7.3</li><li><b>PyGAD</b>, version 3.0.1 — https://pygad.readthedocs.io/en/latest/#</li><li><b>bees-algorithm</b>, version 1.0.2 — https://pypi.org/project/bees-algorithm</li><li><b>KrakenOS</b>, version 1.0.0.19 — https://github.com/Garchupiter/Kraken-Optical-Simulator</li><li><b>matplotlib</b>, version 3.5.2</li></ol><p dir="ltr">All scripts are modular and organized to reflect the design stages described in the manuscript.…"

Overview of functionality supported by PyNoetic and its various modules, including the live analysis and programmable flowchart. حسب Gursimran Singh (575288)

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Algorithmic differentiation improves the computational efficiency of OpenSim-based trajectory optimization of human movement حسب Antoine Falisse (6061601)

"…<div><p>Algorithmic differentiation (AD) is an alternative to finite differences (FD) for evaluating function derivatives. …"

Average CPU time (s) of all the referenced algorithm on benchmark function. حسب Aihua Guo (13267712)

"…<p>Average CPU time (s) of all the referenced algorithm on benchmark function.…"

Table summarizing the computing times of each simulated dataset, in seconds. حسب Jesse Wheeler (18462457)

PATH⁺ correctly predicted a weaker binding affinity for HIV-1 protease with the drug-resistant G48V mutation (right, experimental kcal/mol, PDB ID: 3cyw [81]) bound to d... حسب Yuxi Long (11024307)

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Taguchi L9 orthogonal array for parameter sensitivity. حسب Zhongfeng Li (3965060)

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Scheduling time of five algorithms. حسب Huichao Guo (14515171)

"…<div><p>This paper aims to solve the scheduling optimization problem in the emergency management of long-distance natural gas pipelines, with the goal of minimizing the total scheduling time. To this end, the objective function of the minimum total scheduling time is established, and the relevant constraints are set. …"

Graphical illustration of the JF algorithm. حسب Bernd Porr (32394)

Algorithmic differentiation improves the computational efficiency of OpenSim-based trajectory optimization of human movement - Fig 4 حسب Antoine Falisse (6061601)

Algorithmic differentiation improves the computational efficiency of OpenSim-based trajectory optimization of human movement - Fig 3 حسب Antoine Falisse (6061601)

Completion times for different algorithms. حسب Jianbin Zheng (587000)

"…The algorithm employs recurrent neural networks to capture and process historical information. …"