Scientific Research Publishing

Dimensionality Reduction Evaluation for Multivariate Quantum Data ()

Visualization, Dimensionality Reduction, Reproducibility, Stability, Multivariate Quantum Data, Information Retrieval ...
IEEE

Data-Driven Methods for Dead-Beat Estimation of Actuator Faults

Abstract: In this article, we explore two data-driven methods to perform fault estimation on a linear time-invariant discrete-time state-space model, whose state equation is affected by both ...
Communications of the ACM

Where Are the City Trees? Monitoring Urban Trees across the U.S. Using Generative AI

The use of generative AI enables a novel computational approach to localize individual trees in all cities, despite their ...
IEEE

Physics-Informed Neural Network-Driven Sparse Field Discretization Method for Near-Field Acoustic Holography

Abstract: We propose the Physics-Informed Neural Network-driven Sparse Field Discretization method (PINN-SFD), a novel self-supervised, physics-informed deep learning approach for addressing the ...