AIMC Topic:
Computer Simulation

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Packet Flow Capacity Autonomous Operation Based on Reinforcement Learning.

Sensors (Basel, Switzerland) Dec 12, 2021
As the dynamicity of the traffic increases, the need for self-network operation becomes more evident. One of the solutions that might bring cost savings to network operators is the dynamic capacity management of large packet flows, especially in the ...
Computer Simulation Machine Learning Algorithms
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Artificial neural network-based adaptive control for a DFIG-based WECS.

ISA transactions Dec 10, 2021
This paper presents an artificial neural network-based adaptive control approach for a doubly-fed induction generator (DFIG) based wind energy conversion system (WECS). The control objectives are: (1) extraction of maximum available power from the wi...
Electric Power Supplies Computer Simulation Neural Networks, Computer Physical Phenomena Wind
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Synergy and Complementarity between Focused Machine Learning and Physics-Based Simulation in Affinity Prediction.

Journal of chemical information and modeling Dec 10, 2021
We present results on the extent to which physics-based simulation (exemplified by FEP) and focused machine learning (exemplified by QuanSA) are complementary for ligand affinity prediction. For both methods, predictions of activity for LFA-1 inhibit...
Molecular Docking Simulation Ligands Physics Machine Learning Computer Simulation
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Computed structures of core eukaryotic protein complexes.

Science (New York, N.Y.) Dec 10, 2021
Protein-protein interactions play critical roles in biology, but the structures of many eukaryotic protein complexes are unknown, and there are likely many interactions not yet identified. We take advantage of advances in proteome-wide amino acid coe...
Deep Learning Protein Interaction Maps Computational Biology Computer Simulation Protein Biosynthesis Ribosomes Protein Conformation Saccharomyces cerevisiae Saccharomyces cerevisiae Proteins Homologous Recombination DNA Repair Ubiquitin Evolution, Molecular Chromosome Segregation Proteome Protein Interaction Mapping Models, Molecular Multiprotein Complexes Ligases Membrane Proteins Acyltransferases
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Application of Multidirectional Mutation Genetic Algorithm and Its Optimization Neural Network in Intelligent Optimization of English Teaching Courses.

Computational intelligence and neuroscience Dec 10, 2021
Aiming at the problems existing in the traditional teaching mode, this paper intelligently optimizes English teaching courses by using multidirectional mutation genetic algorithm and its optimization neural network method. Firstly, this paper gives t...
Language Algorithms Humans Teaching Computer Simulation Students Neural Networks, Computer
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Evaluation of a 3D-Printed Transoral Robotic Surgery Simulator Utilizing Artificial Tissue.

The Laryngoscope Dec 9, 2021
OBJECTIVES/HYPOTHESIS: Transoral robotic surgery (TORS) poses challenges for operators in training, with limited robot access on a platform requiring distinct surgical skills. Few simulators exist, and current virtual reality training modules exclude...
Printing, Three-Dimensional Robotics Computer Simulation Clinical Competence Robotic Surgical Procedures Humans
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Virtual Reality Simulation Has Weak Correlation with Overall Trainee Robot-Assisted Laparoscopic Hysterectomy Performance.

Journal of minimally invasive gynecology Dec 9, 2021
STUDY OBJECTIVE: Both simulator practice and intraoperative performance serve to inform surgical trainee training, but the skill transfer from simulation to the intraoperative setting remains unclear. This study evaluates the correlation between trai...
Robotic Surgical Procedures Hysterectomy Female Clinical Competence Robotics Laparoscopy Virtual Reality Computer Simulation Retrospective Studies Humans
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A one-layer recurrent neural network for nonsmooth pseudoconvex optimization with quasiconvex inequality and affine equality constraints.

Neural networks : the official journal of the International Neural Network Society Dec 9, 2021
As two important types of generalized convex functions, pseudoconvex and quasiconvex functions appear in many practical optimization problems. The lack of convexity poses some difficulties in solving pseudoconvex optimization with quasiconvex constra...
Neural Networks, Computer Algorithms Computer Simulation
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Specific Radar Recognition Based on Characteristics of Emitted Radio Waveforms Using Convolutional Neural Networks.

Sensors (Basel, Switzerland) Dec 9, 2021
With the increasing complexity of the electromagnetic environment and continuous development of radar technology we can expect a large number of modern radars using agile waveforms to appear on the battlefield in the near future. Effectively identify...
Radar Algorithms Computer Simulation Neural Networks, Computer
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Complex-Valued Phase Transmittance RBF Neural Networks for Massive MIMO-OFDM Receivers.

Sensors (Basel, Switzerland) Dec 8, 2021
Multi-input multi-output (MIMO) transmission schemes have become the techniques of choice for increasing spectral efficiency in bandwidth-congested areas. However, the design of cost-effective receivers for MIMO channels remains a challenging task. T...
Algorithms Neural Networks, Computer Computer Simulation
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