AIMC Topic: Computer Simulation

Clear Filters Showing 281 to 290 of 3963 articles

Should Artificial Intelligence Play a Durable Role in Biomedical Research and Practice?

International journal of molecular sciences Dec 13, 2024
During the last decade, artificial intelligence (AI) was applied to nearly all domains of human activity, including scientific research. It is thus warranted to ask whether AI thinking should be durably involved in biomedical research. This problem w...
Computer Simulation Biomedical Research Artificial Intelligence Machine Learning Humans
View on PubMed DOI

Multibody system dynamics for bio-robotic design and simulation based on inching-locomotion caterpillar's gait: MBD-ILAR method.

Bioinspiration & biomimetics Dec 13, 2024
Inching-locomotion caterpillars (ILAR) inspire the design of 'inch-worm' robots with biomimicry features, that can be adapted to different environments, such as natural, man-made, or other planets. Therefore, this work defines a novel mathematical me...
Animals Robotics Equipment Design Computer Simulation Biomechanical Phenomena Biomimetics Locomotion Moths Algorithms Gait Models, Biological
View on PubMed DOI

Neural networks with optimized single-neuron adaptation uncover biologically plausible regularization.

PLoS computational biology Dec 13, 2024
Neurons in the brain have rich and adaptive input-output properties. Features such as heterogeneous f-I curves and spike frequency adaptation are known to place single neurons in optimal coding regimes when facing changing stimuli. Yet, it is still u...
Nerve Net Adaptation, Physiological Action Potentials Neurons Brain Computer Simulation Computational Biology Models, Neurological Animals Humans Neural Networks, Computer Algorithms
View on PubMed DOI

A novel strategy for the MPPT in a photovoltaic system via sliding modes control.

PloS one Dec 13, 2024
This paper proposes a robust maximum power point tracking algorithm based on a super twisting sliding modes controller. The underlying idea is solving the classical trajectory tracking control problem where the maximum power point defines the referen...
Models, Theoretical Computer Simulation Electric Power Supplies Solar Energy Bayes Theorem Temperature Neural Networks, Computer Algorithms
View on PubMed DOI

Neurocontrol for fixed-length trajectories in environments with soft barriers.

Neural networks : the official journal of the International Neural Network Society Dec 12, 2024
In this paper we present three neurocontrol problems where the analytic policy gradient via back-propagation through time is used to train a simulated agent to maximise a polynomial reward function in a simulated environment. If the environment inclu...
Environment Humans Neural Networks, Computer Learning Computer Simulation Algorithms Reward
View on PubMed DOI

AI-Powered Multimodal Modeling of Personalized Hemodynamics in Aortic Stenosis.

Advanced science (Weinheim, Baden-Wurttemberg, Germany) Dec 12, 2024
Aortic stenosis (AS) is the most common valvular heart disease in developed countries. High-fidelity preclinical models can improve AS management by enabling therapeutic innovation, early diagnosis, and tailored treatment planning. However, their use...
Humans Artificial Intelligence Tomography, X-Ray Computed Hemodynamics Aortic Valve Stenosis Algorithms Computer Simulation Models, Cardiovascular Patient-Specific Modeling
View on PubMed DOI

Deep Learning Prediction of Drug-Induced Liver Toxicity by Manifold Embedding of Quantum Information of Drug Molecules.

Pharmaceutical research Dec 12, 2024
PURPOSE: Drug-induced liver injury, or DILI, affects numerous patients and also presents significant challenges in drug development. It has been attempted to predict DILI of a chemical by in silico approaches, including data-driven machine learning m...
Deep Learning Pharmaceutical Preparations Chemical and Drug Induced Liver Injury Quantum Theory Humans Computer Simulation
View on PubMed DOI

Toward Dose Prediction at Point of Design.

Journal of medicinal chemistry Dec 12, 2024
Human dose prediction (HDP) is a useful tool for compound optimization in preclinical drug discovery. We describe here our exclusively in silico HDP strategy to triage compound designs for synthesis and experimental profiling. Our goal is a model tha...
Dose-Response Relationship, Drug Drug Discovery Rats Humans Machine Learning Animals Drug Design Computer Simulation
View on PubMed DOI

Output sampling synchronization and state estimation in flux-charge domain memristive neural networks with leakage and time-varying delays.

Neural networks : the official journal of the International Neural Network Society Dec 10, 2024
This paper theoretically explores the coexistence of synchronization and state estimation analysis through output sampling measures for a class of memristive neural networks operating within the flux-charge domain. These networks are subject to const...
Feedback Time Factors Algorithms Computer Simulation Neural Networks, Computer
View on PubMed DOI

A simple remedy for failure modes in physics informed neural networks.

Neural networks : the official journal of the International Neural Network Society Dec 10, 2024
Physics-informed neural networks (PINNs) have shown promising results in solving a wide range of problems involving partial differential equations (PDEs). Nevertheless, there are several instances of the failure of PINNs when PDEs become more complex...
Algorithms Computer Simulation Neural Networks, Computer Nonlinear Dynamics Physics
View on PubMed DOI
Popular Topics
Recent Journals