AIMC Topic: Computer Simulation

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Machine learning assisted adjustment boosts efficiency of exact inference in randomized controlled trials.

Scientific reports Jul 8, 2025
In this work, we proposed a novel inferential procedure assisted by machine learning based adjustment for randomized control trials. The method was developed under the Rosenbaum's framework of exact tests in randomized experiments with covariate adju...
Computer Simulation Randomized Controlled Trials as Topic Machine Learning Algorithms Humans
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Simulation of emitter discharge along drip laterals under drip fertigation system using artificial neural network.

PloS one Jul 8, 2025
Simulation of emitter discharge under a drip fertigation system is important for capturing the variation in water and nutrient distribution to crops. This is important for an effective design and irrigation management for agricultural crops. Moreover...
Models, Theoretical Crops, Agricultural Neural Networks, Computer Agricultural Irrigation Computer Simulation
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Advanced bioactuator selection for efficient human motion simulation in biohybrid robots using CSF dynamic knowledge.

Scientific reports Jul 7, 2025
The selection of the most efficient actuator for biohybrid robots necessitates the implementation of precise and reliable decision-making (DM) methods. Dynamic aggregation operators (AOs) provide flexibility and consistency in DM by embracing time-de...
Algorithms Movement Computer Simulation Fuzzy Logic Motion Robotics Humans
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Deep learning-driven insights into the transmission dynamics of hepatitis B virus with treatment.

Scientific reports Jul 3, 2025
Viral infections have spread globally, profoundly affecting social and economic aspects of life and causing widespread suffering. Infection caused by the hepatitis B virus (HBV) is one of the significant global health challenges but can be effectivel...
Deep Learning Hepatitis B virus Hepatitis B Neural Networks, Computer Computer Simulation Humans
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Diagnosis of psoriasis and lichen planus in real-time using neural networks based on skin Biomechanical properties obtained from numerical simulation.

Scientific reports Jul 3, 2025
Due to their similar clinical presentations, the scarcity of competent dermatologists, and the urgency of diagnosis, the accurate diagnosis of dermatological conditions such as Psoriasis and Lichen Planus is challenging. This study introduces a novel...
Adult Biomechanical Phenomena Computer Simulation Female Deep Learning Psoriasis Skin Male Middle Aged Humans Neural Networks, Computer Lichen Planus
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Scalable geometric learning with correlation-based functional brain networks.

Scientific reports Jul 2, 2025
Correlation matrices serve as fundamental representations of functional brain networks in neuroimaging. Conventional analyses often treat pairwise interactions independently within Euclidean space, neglecting the underlying geometry of correlation st...
Brain Mapping Humans Electroencephalography Machine Learning Computer Simulation Algorithms Neuroimaging Magnetic Resonance Imaging Brain Nerve Net
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Modeling visual working memory using recurrent on-center off-surround neural network with distance dependent inhibition.

Scientific reports Jul 2, 2025
This paper presents a computational model of visual working memory (VWM) that simulates the processing of spatially distributed objects and their features. The model emphasizes the prioritization of object-related information before feature-related p...
Humans Neural Networks, Computer Computer Simulation Visual Perception Models, Neurological Memory, Short-Term
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Chemotactic navigation in robotic swimmers via reset-free hierarchical reinforcement learning.

Nature communications Jul 1, 2025
Microorganisms have evolved diverse strategies to propel themselves in viscous fluids, navigate complex environments, and exhibit taxis in response to stimuli. This has inspired the development of miniature robots, where artificial intelligence (AI) ...
Computer Simulation Robotics Swimming Chemotaxis Models, Biological Artificial Intelligence Flagella
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Language models learn to represent antigenic properties of human influenza A(H3) virus.

Scientific reports Jul 1, 2025
Given that influenza vaccine effectiveness depends on a good antigenic match between the vaccine and circulating viruses, it is important to assess the antigenic properties of newly emerging variants continuously. With the increasing application of r...
Antigenic Variation Deep Learning Machine Learning Influenza A Virus, H3N2 Subtype Influenza, Human Computer Simulation Antigens, Viral Hemagglutinin Glycoproteins, Influenza Virus Humans
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Adaptive fixed-time fault-tolerant trajectory tracking control for disturbed robotic manipulator.

PloS one Jun 25, 2025
This article introduces a fixed-time trajectory control method for robotic manipulators, aimed at improving trajectory precision despite external disturbances, actuator faults, and uncertainties. Initially, a fast fixed-time nonsingular terminal slid...
Models, Theoretical Algorithms Robotics Computer Simulation
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