AIMC Topic: Computer Simulation

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ARGai 1.0: A GAN augmented in silico approach for identifying resistant genes and strains in E. coli using vision transformer.

Computational biology and chemistry Jan 7, 2025
The emergence of infectious disease and antibiotic resistance in bacteria like Escherichia coli (E. coli) shows the necessity for novel computational techniques for identifying essential genes that contribute to resistance. The task of identifying re...
Deep Learning Drug Resistance, Bacterial Anti-Bacterial Agents Escherichia coli Computer Simulation
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Research on boundary control of vehicle-mounted flexible manipulator based on partial differential equations.

PloS one Jan 7, 2025
Vehicle-mounted flexible robotic arms (VFRAs) are crucial in enhancing operational capabilities in sectors where human intervention is limited due to accessibility or safety concerns, such as hazardous environments or precision surgery. This paper in...
Models, Theoretical Robotics Equipment Design Algorithms Computer Simulation Humans
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Situation-Based Neuromorphic Memory in Spiking Neuron-Astrocyte Network.

IEEE transactions on neural networks and learning systems Jan 7, 2025
Mammalian brains operate in very special surroundings: to survive they have to react quickly and effectively to the pool of stimuli patterns previously recognized as danger. Many learning tasks often encountered by living organisms involve a specific...
Models, Neurological Humans Action Potentials Neural Networks, Computer Computer Simulation Animals Nerve Net Astrocytes Memory Neurons
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Machine learning models based on FEM simulation of hoop mode vibrations to enable ultrasonic cuffless measurement of blood pressure.

Medical & biological engineering & computing Jan 6, 2025
Blood pressure (BP) is one of the vital physiological parameters, and its measurement is done routinely for almost all patients who visit hospitals. Cuffless BP measurement has been of great research interest over the last few years. In this paper, w...
Ultrasonography Blood Pressure Determination Machine Learning Computer Simulation Models, Cardiovascular Vibration Blood Pressure Finite Element Analysis Humans
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A smooth gradient approximation neural network for general constrained nonsmooth nonconvex optimization problems.

Neural networks : the official journal of the International Neural Network Society Jan 6, 2025
Nonsmooth nonconvex optimization problems are pivotal in engineering practice due to the inherent nonsmooth and nonconvex characteristics of many real-world complex systems and models. The nonsmoothness and nonconvexity of the objective and constrain...
Nonlinear Dynamics Computer Simulation Neural Networks, Computer Algorithms
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Machine learning and statistical shape modelling for real-time prediction of stent deployment in realistic anatomies.

Computer methods and programs in biomedicine Jan 6, 2025
The rise in minimally invasive procedures has created a demand for efficient and reliable planning software to predict intra- and post-operative outcomes. Surrogate modelling has shown promise, but challenges remain, particularly in cardiovascular ap...
Humans Finite Element Analysis Stents Machine Learning Software Computer Simulation Models, Statistical
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Convergence analysis of deep Ritz method with over-parameterization.

Neural networks : the official journal of the International Neural Network Society Jan 4, 2025
The deep Ritz method (DRM) has recently been shown to be a simple and effective method for solving PDEs. However, the numerical analysis of DRM is still incomplete, especially why over-parameterized DRM works remains unknown. This paper presents the ...
Algorithms Computer Simulation Neural Networks, Computer
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Machine Learning-Enhanced Predictive Modeling for Arbitrary Deterministic Lateral Displacement Design and Test.

IEEE transactions on nanobioscience Jan 2, 2025
The separation of biological particles like cells and macromolecules from liquid samples is vital in clinical medicine, supporting liquid biopsies and diagnostics. Deterministic Lateral Displacement (DLD) is prominent for sorting particles in microfl...
Microfluidic Analytical Techniques Finite Element Analysis Algorithms Computer Simulation Machine Learning
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Finite-time H output synchronization for DCRDNNs with multiple delayed and adaptive output couplings.

Neural networks : the official journal of the International Neural Network Society Jan 1, 2025
This work concentrates on solving the finite-time H output synchronization (FTHOS) issue of directed coupled reaction-diffusion neural networks (DCRDNNs) with multiple delayed and adaptive output couplings in the presence of external disturbances. Ba...
Neural Networks, Computer Algorithms Computer Simulation Time Factors
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VCSAP: Online reinforcement learning exploration method based on visitation count of state-action pairs.

Neural networks : the official journal of the International Neural Network Society Jan 1, 2025
In the domain of online reinforcement learning, strategies that leverage inherent rewards for exploration tend to achieve commendable outcomes within contexts characterized by deceptive or sparse rewards. Counting through the visitation of states is ...
Algorithms Computer Simulation Reward Reinforcement, Psychology Humans Neural Networks, Computer
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