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1. Passivity and robust passivity of inertial memristive neural networks with time-varying delays via non-reduced order method NSTL国家科技图书文献中心

Xu, Weizhe |  Li, Zihao... -  《Neural Networks》 - 2025,184 - Article 107042~Article 107042 - 共7页

摘要: are derived by using the non-reduced order method | . The proposed criteria, based on the non-reduced |  using non-smooth analysis and the passivity theorem |  order method, effectively reduce the complexity of | This study examines the concepts of passivity
关键词: Memristor |  Inertial neural networks (INNs) |  Passivity |  Non-reduced order method

2. Finite-time synchronization for a fully complex-valued BAM inertial neural network with proportional delays via non-reduced order and non-separation approach NSTL国家科技图书文献中心

Duan L. |  Li J. -  《Neurocomputing》 - 2025,611(Jan.1) - 1.1~1.12 - 共12页

摘要:-reduced order and non-separation approach. Firstly, a |  established. Secondly, by using the non-reduced order |  networks (FCV-BAM-INNs) with proportional delays via non |  the non-separation method of complex-valued neural | -BAM-INNs with proportional delays by applying non
关键词: BAM inertial neural networks |  Finite-time synchronization |  Fully complex-valued neural networks |  Non-reduced order |  Non-separation |  Proportional delays

3. A Non-Intrusive, Online Reduced Order Method for Non-Linear Micro-Heterogeneous Materials NSTL国家科技图书文献中心

von Hoegen, Yasemin |  Niekamp, Rainer... -  《International Journal for Numerical Methods in Engineering》 - 2025,126(5) - n/a~n/a - 共19页

摘要: model order reduction technique for non-linear finite |  updates of the reduced basis during the iterative | In this contribution we present an adaptive |  element computations of micro-heterogeneous materials | . The presented projection-based method performs
关键词: adaptivity |  microstructure |  Proper Orthogonal Decomposition |  reduced basis |  reduced order model

4. A reduced-order time-frequency transform technique for processing nonlinear and non-stationary vibration measurement data NSTL国家科技图书文献中心

Javad Isavand |  Florian Bossmann... -  《Measurement》 - 2025,252 - 117327.1~117327.17 - 共17页

摘要:-stationary signals called the Reduced-order Time-Frequency |  signal analysis method for analyzing nonlinear and non |  Transform (WSST). Several non-stationary synthesized and | This paper introduces a novel time-frequency |  Transform (RTFT). The RTFT technique offers the
关键词: Time-Frequency analysis |  Condition monitoring |  Correlation coefficient |  Order reduction |  Data volume

5. A non-intrusive reduced-order model for finite element analysis of implant positioning in total hip replacements NSTL国家科技图书文献中心

Reiber, Marlis |  Bensel, Fynn... -  《Biomechanics and modeling in mechanobiology》 - 2025,24(1) - 169~183 - 共15页

摘要: this work, a non-intrusive reduced-order model |  impractical for clinical settings. Model order reduction |  position is reduced from minutes to milliseconds by the |  presented non-intrusive surrogate model paves the way for | Sophisticated high-fidelity simulations can
关键词: Bone remodelling |  Patient-specific simulation |  Parametric surrogate model |  Proper orthogonal decomposition |  Radial basis function interpolation

6. Integration of multi-fidelity methods in parametrized non-intrusive reduced order models for industrial applications NSTL国家科技图书文献中心

Dicech, Fausto |  Gkaragkounis, Konsta...... -  《Journal of computational science》 - 2025,85(Feb.) - 1.1~1.15 - 共15页

摘要:- dimensional design spaces. Reduced Order Models (ROMs) aim |  where the full-order solution is replaced with a | Exploring the behavior of complex industrial |  problems might become burdensome, especially in high |  to minimize the computational effort needed to
关键词: Reduced order models |  Multi-fidelity |  Road vehicles |  Proper Orthogonal Decomposition |  Aerodynamics |  KRIGING MODEL |  REDUCTION |  PROJECTION |  DESIGN |  POD

7. A LATIN-PGD reduced order approximation dedicated to the solution of an optimal control based identification strategy for non-linear constitutive parameters NSTL国家科技图书文献中心

Bhattacharyya, Maina... |  Feissel, Pierre -  《International Journal of Solids and Structures》 - 2025,309 - 共16页

摘要: decomposition (PGD) based reduced order approximation is also |  deterministic identification of non-linear material parameters |  functional under non-linear constraints. The non-linear | The objective of the research is to obtain |  from full field measurements of kinematic data
关键词: Inverse problem |  Parametric identification |  Material non-linearity |  LATIN-PGD

8. A reduced-order model for advection-dominated problems based on the Radon Cumulative Distribution Transform NSTL国家科技图书文献中心

Long, Tobias |  Barnett, Robert... -  《Advances in computational mathematics》 - 2025,51(1) - 共30页

摘要: parameter variations, making the reduced models |  inefficient and inaccurate. This work proposes a model order |  that this non-linear transformation can overcome some | Problems with dominant advection | , discontinuities, travelling features, or shape variations are
关键词: Reduced order model |  Non-linear transformations |  Advection-dominated problems |  Radon transform |  Cumulative distribution |  Proper orthogonal decomposition |  65-XX

9. Reachable set estimation of delayed second-order memristive neural networks NSTL国家科技图书文献中心

Shen, Yi |  Zhao, Jiemei... -  《Applied mathematics and computation》 - 2025,484 - 共10页

摘要: bounded by a compact ellipsoid. A non-reduced order |  bounding problem instead of the reduced order method by |  bounding of delayed second-order memristive neural | This study is concerned with reachable set |  networks (SMNNs) with bounded input disturbances. By
关键词: Delayed second-order memristive neural |  networks |  Reachable set |  Bounded disturbances |  Filippov solution

10. Global polynomial synchronization for quaternion-valued T-S fuzzy inertial neural networks via event-triggered control: A polynomial gain method NSTL国家科技图书文献中心

Zhang, Jingjing |  Li, Zhouhong... -  《Chaos,Solitons and Fractals》 - 2025,196 - 共16页

摘要: mechanism. The non-reduced order and non-decomposition | This work explores the global polynomial |  synchronization for a class of quaternion-valued Takagi-Sugeno |  fuzzy inertial neural networks based on event | -triggered control. Firstly, the paper designs the fuzzy
关键词: Quaternion-valued inertial neural networks |  Event-triggered control |  Polynomial control gain |  Takagi-Sugeno fuzzy models |  Global polynomial synchronization
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