Random Forest model with 1000 trees approximated the proposed algorithm on the same set of samples. by David L. Krongauz (15447260)

Microkinetic Model Fitted with a Genetic Algorithm to Experimental XPS Coverages at High Pressure–CO Hydrogenation on Rh(111) by Mikael Valter-Lithander (18955053)

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Behavioral classification of animals with the FULL and ECO models. by Naëmi Kuehn (17310359)

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Modular architecture design of PyNoetic showing all its constituent functions. by Gursimran Singh (575288)

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Performance of reduced models in internal (5-fold cross-validation) and validation sets. by Rahul Khairnar (8906282)

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Performance of full models in internal (5-fold cross-validation) and validation sets. by Rahul Khairnar (8906282)

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Constructing the dynamical law. by Robert Marsland (8616483)

AP values of three methods on the three datasets, including four indicators: AP @50, AP @75, AP @M, and AP @L. Experiment one is the baseline model without adding other modules, ex... by Xunqian Xu (21261899)

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Plot of observed vs. predicted EQ5D utilities for candidate full models. by Rahul Khairnar (8906282)

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Bland-Altman plot for full candidate model using EPIC sub-domain data. by Rahul Khairnar (8906282)

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

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

Comparison of PyNoetic’s functionality for BCI design with other existing state-of-the-art frameworks. by Gursimran Singh (575288)

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FLIM observation model. by Daniel U. Campos-Delgado (10325866)

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FRACTIONAL ORDER LOG BARRIER INTERIOR POINT ALGORITHM FOR POLYNOMIAL REGRESSION IN THE ℓ p -NORM by Eliana Contharteze Grigoletto (14178517)

“…In this study, inspired in applications of fractional calculus in many fields, was developed the so-called fractional order log barrier interior point algorithm by replacing some integer derivatives for the corresponding fractional ones on the first order optimality conditions of Karush-Kuhn-Tucker to solve polynomial regression models in the ℓ p −norm for 1 < p < 2. …”

PyNoetic’s classification module supports a range of popular and widely used ML classification models with just a single line of function call. by Gursimran Singh (575288)

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G-clusteron model and synaptic location update rule. by Toviah Moldwin (10866708)

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Table 7 displays the results of evaluations performed on fixed-dimension multimodal benchmark functions. by Ruiyu Zhan (21602031)

Rosetta energy functions for membrane proteins cannot identify the inward-facing conformation of PfMATE. by Diego del Alamo (9925083)

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

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Distinct dendritic properties of cell type specific models. by Daniele Linaro (227790)

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