Search Results for author: Xuemin Tu

Found 3 papers, 0 papers with code

Composing Scalable Nonlinear Algebraic Solvers

no code implementations14 Jul 2016 Peter R. Brune, Matthew G. Knepley, Barry F. Smith, Xuemin Tu

Most efficient linear solvers use composable algorithmic components, with the most common model being the combination of a Krylov accelerator and one or more preconditioners.

Numerical Analysis Mathematical Software 65F08, 65Y05, 65Y20, 68W10

Semantic Clustering based Deduction Learning for Image Recognition and Classification

no code implementations25 Dec 2021 Wenchi Ma, Xuemin Tu, Bo Luo, Guanghui Wang

The paper proposes a semantic clustering based deduction learning by mimicking the learning and thinking process of human brains.

Classification Clustering

Implicit Particle Filtering via a Bank of Nonlinear Kalman Filters

no code implementations9 May 2022 Iman Askari, Mulugeta A. Haile, Xuemin Tu, Huazhen Fang

The implicit particle filter seeks to mitigate particle degeneracy by identifying particles in the target distribution's high-probability regions.

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