Adaptive Path Integral Diffusion: AdaPID. [PDF]
Chertkov M, Behjoo H.
europepmc +1 more source
Parametric Model Order Reduction by Box Clustering With Applications in Mechatronic Systems
ABSTRACT High temperatures and structural deformations can compromise the functionality and reliability of new components for mechatronic systems. Therefore, high‐fidelity simulations (HFS) are employed during the design process, as they enable a detailed analysis of the thermal and structural behavior of the system.
Juan Angelo Vargas‐Fajardo +4 more
wiley +1 more source
Beyond Bayesian Inference: The Correlation Integral Likelihood Framework and Gradient Flow Methods for Deterministic Sampling. [PDF]
Gwiazda P +3 more
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Deep attention model for arrhythmia signal classification based on multi-objective crayfish optimization algorithmic variational mode decomposition. [PDF]
Zhang Y, Zhao H.
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Domain-Separated Quantum Neural Network for Truss Structural Analysis with Mechanics-Informed Constraints. [PDF]
Ha H, Shon S, Lee S.
europepmc +1 more source
Gauss Newton Method for Solving Variational Problems of PDEs with Neural Network Discretizaitons. [PDF]
Hao W, Hong Q, Jin X.
europepmc +1 more source
Graph ODEs and Beyond: A Comprehensive Survey on Integrating Differential Equations with Graph Neural Networks. [PDF]
Liu Z +5 more
europepmc +1 more source
Red Blood Cell Membrane Mechanics Using Discrete Exterior Calculus (DEC) and Optimization. [PDF]
Afas KC, Goldman D.
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Deep VMD-attention network for arrhythmia signal classification based on Hodgkin-Huxley model and multi-objective crayfish optimization algorithm. [PDF]
Zhao H, Yin X.
europepmc +1 more source
Generative diffusion model surrogates for mechanistic agent-based biological models. [PDF]
Comlekoglu T +5 more
europepmc +1 more source

