AIMC Topic:
Computer Simulation

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Neural-network-based discounted optimal control via an integrated value iteration with accuracy guarantee.

Neural networks : the official journal of the International Neural Network Society Aug 28, 2021
A data-based value iteration algorithm with the bidirectional approximation feature is developed for discounted optimal control. The unknown nonlinear system dynamics is first identified by establishing a model neural network. To improve the identifi...
Neural Networks, Computer Nonlinear Dynamics Algorithms Computer Simulation Learning
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Hybrid Gradient Descent Grey Wolf Optimizer for Optimal Feature Selection.

BioMed research international Aug 28, 2021
Feature selection is the process of decreasing the number of features in a dataset by removing redundant, irrelevant, and randomly class-corrected data features. By applying feature selection on large and highly dimensional datasets, the redundant fe...
Computer Simulation Reproducibility of Results Machine Learning Diagnosis, Computer-Assisted Pattern Recognition, Automated Big Data Models, Statistical Algorithms Medical Informatics Humans
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Prediction of permeability across intestinal cell monolayers for 219 disparate chemicals using in vitro experimental coefficients in a pH gradient system and in silico analyses by trivariate linear regressions and machine learning.

Biochemical pharmacology Aug 27, 2021
For medicines, the apparent membrane permeability coefficients (P) across human colorectal carcinoma cell line (Caco-2) monolayers under a pH gradient generally correlate with the fraction absorbed after oral intake. Furthermore, the in vitro P value...
Intestinal Absorption Inorganic Chemicals Computer Simulation Caco-2 Cells Linear Models Cell Membrane Permeability Machine Learning Forecasting Humans
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Davis Computational Spectroscopy Workflow-From Structure to Spectra.

Journal of chemical information and modeling Aug 27, 2021
We describe an automated workflow that connects a series of atomic simulation tools to investigate the relationship between atomic structure, lattice dynamics, materials properties, and inelastic neutron scattering (INS) spectra. Starting from the at...
Machine Learning Computer Simulation Biophysical Phenomena Workflow Spectrum Analysis
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Observer-based event-triggered control for zero-sum games of input constrained multi-player nonlinear systems.

Neural networks : the official journal of the International Neural Network Society Aug 25, 2021
In this paper, an event-triggered control (ETC) method is investigated to solve zero-sum game (ZSG) problems of unknown multi-player continuous-time nonlinear systems with input constraints by using adaptive dynamic programming (ADP). To relax the re...
Computer Simulation Communication Neural Networks, Computer Feedback Nonlinear Dynamics
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SecProCT: In Silico Prediction of Human Secretory Proteins Based on Capsule Network and Transformer.

International journal of molecular sciences Aug 22, 2021
Identifying secretory proteins from blood, saliva or other body fluids has become an effective method of diagnosing diseases. Existing secretory protein prediction methods are mainly based on conventional machine learning algorithms and are highly de...
Humans Proteins Bodily Secretions Biomarkers, Tumor Computer Simulation Deep Learning
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Near-Infrared Artificial Synapses for Artificial Sensory Neuron System.

Small (Weinheim an der Bergstrasse, Germany) Aug 21, 2021
The computing based on artificial neuron network is expected to break through the von Neumann bottleneck of traditional computer, and to greatly improve the computing efficiency, displaying a broad prospect in the application of artificial visual sys...
Synapses Sensory Receptor Cells Neural Networks, Computer Computer Simulation
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Computational pharmaceutics - A new paradigm of drug delivery.

Journal of controlled release : official journal of the Controlled Release Society Aug 19, 2021
In recent decades pharmaceutics and drug delivery have become increasingly critical in the pharmaceutical industry due to longer time, higher cost, and less productivity of new molecular entities (NMEs). However, current formulation development still...
Humans Pharmaceutical Preparations Artificial Intelligence Biopharmaceutics Machine Learning Computer Simulation
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Information System Security Evaluation Algorithm Based on PSO-BP Neural Network.

Computational intelligence and neuroscience Aug 17, 2021
With the deepening of big data and the development of information technology, the country, enterprises, organizations, and even individuals are more and more dependent on the information system. In recent years, all kinds of network attacks emerge in...
Humans Computer Simulation Information Systems Neural Networks, Computer Algorithms
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Optimization and Simulation of Manuscript Management System Based on Fuzzy Genetic Neural Network.

Computational intelligence and neuroscience Aug 17, 2021
Manuscript management plays an important role in the whole periodical industry. Journals and magazine society receive different types of contribution documents from all over the world. Many submission files are mostly transmitted by e-mail, but there...
Learning Fuzzy Logic Algorithms Computer Simulation Neural Networks, Computer
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