Nonnegative tensor train for the multicomponent Smoluchowski equation
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Publication:6653947
DOI10.1007/S40314-024-02993-ZMaRDI QIDQ6653947
Segey Matveev, Ilya D. Tretyak
Publication date: 17 December 2024
Published in: Computational and Applied Mathematics (Search for Journal in Brave)
optimizationfinite-difference methodstensor trainmulticomponent Smoluchowski equationsnonnegative tensor decompositions
Nonlinear differential equations in abstract spaces (34G20) Matrix equations and identities (15A24) Multilinear algebra, tensor calculus (15A69) Dynamical aspects of statistical mechanics (37A60)
Cites Work
- Title not available (Why is that?)
- A fast numerical method for the Cauchy problem for the Smoluchowski equation
- A scalar transport equation. II
- Nonnegative low rank matrix approximation for nonnegative matrices
- Accurate and efficient approximations for generalized population balances incorporating coagulation and fragmentation
- Nonnegative tensor-train low-rank approximations of the Smoluchowski coagulation equation
- Global optimization based on TT-decomposition
- A hybrid particle-number and particle model for efficient solution of population balance equations
- Tensor train versus Monte Carlo for the multicomponent Smoluchowski coagulation equation
- Fast nonnegative tensor factorizations with tensor train model
- Nonnegative low rank tensor approximations with multidimensional image applications
- Low-rank nonnegative tensor approximation via alternating projections and sketching
- Exact solution of Smoluchowski's continuous multi-component equation with an additive kernel
- Tensor conjugate-gradient-type method for Rayleigh quotient minimization in block QTT-format
- A Scalar Transport Equation
- Tensorisation in the Solution of Smoluchowski Type Equations
- Global Optimization Algorithms Using Tensor Trains
- An Efficient Stochastic Algorithm for Studying Coagulation Dynamics and Gelation Phenomena
- Sketching for a low-rank nonnegative matrix approximation: numerical study
- Study of performance of low-rank nonnegative tensor factorization methods
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