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45 results on '"Yin, George"'

1. Finite Sample and Large Deviations Analysis of Stochastic Gradient Algorithm with Correlated Noise

Author

Yin, George and Krishnamurthy, Vikram

Subjects
Computer Science - Machine Learning, Electrical Engineering and Systems Science - Systems and Control
Abstract

We analyze the finite sample regret of a decreasing step size stochastic gradient algorithm. We assume correlated noise and use a perturbed Lyapunov function as a systematic approach for the analysis. Finally we analyze the escape time of the iterates using large deviations theory.

Published
2024

2. Closed-loop Equilibria for Mean-Field Games in Randomly Switching Environments with General Discounting Costs

Author

Mei, Hongwei, Nguyen, Son Luu, and Yin, George

Subjects
Mathematics - Optimization and Control, 60H10, 91A16, 93E03, 34K50
Abstract

This work is devoted to finding the closed-loop equilibria for a class of mean-field games (MFGs) with infinitely many symmetric players in a common switching environment when the cost functional is under general discount in time. There are two key challenges in the application of the well-known Hamilton-Jacobi-Bellman and Fokker-Planck (HJB-FP) approach to our problems: the path-dependence due to the conditional mean-field interaction and the time-inconsistency due to the general discounting cost. To overcome the difficulties, a theory for a class of systems of path-dependent equilibrium Hamilton-Jacobi-Bellman equations (HJBs) is developed. Then closed-loop equilibrium strategies can be identified through a two-step verification procedure. It should be noted that the closed-loop equilibrium strategies obtained satisfy a new form of local optimality in the Nash sense. The theory obtained extends the HJB-FP approach for classical MFGs to more general conditional MFGs with general discounting costs.

Published
2024

3. Contingency Detection in Modern Power Systems: A Stochastic Hybrid System Method

Author

Yuan, Shuo, Wang, Le Yi, Yin, George, and Nazari, Masoud H.

Subjects
Electrical Engineering and Systems Science - Systems and Control
Abstract

This paper introduces a new stochastic hybrid system (SHS) framework for contingency detection in modern power systems (MPS). The framework uses stochastic hybrid system representations in state space models to expand and facilitate capability of contingency detection. In typical microgrids (MGs), buses may contain various synchronous generators, renewable generators, controllable loads, battery systems, regular loads, etc. For development of SHS models in power systems, this paper introduces the concept of dynamic and non-dynamic buses. By converting a physical power grid into a virtual linearized state space model and representing contingencies as random switching of system structures and parameters, this paper formulates the contingency detection problem as a joint estimation problem of discrete event and continuous states in stochastic hybrid systems. This method offers unique advantages, including using common measurement signals on voltage and current synchrophasors to detect different types and locations of contingencies, avoiding expensive local direct fault measurements and detecting certain contingencies that cannot be directly measured. The method employs a small and suitably-designed probing signal to sustain the ability of persistent contingency detection. Joint estimation algorithms are presented with their proven convergence and reliability properties. Examples that use an IEEE 5-bus system demonstrate the main ideas and derivation steps. Simulation case studies on an IEEE 33-bus system are used for detecting transmission line faults and sensor interruptions., Comment: 12 pages, 10 figures. arXiv admin note: text overlap with arXiv:2401.16568

Published
2024
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4. Stochastic Hybrid System Modeling and State Estimation of Modern Power Systems under Contingency

Author

Yuan, Shuo, Wang, Le Yi, Yin, George, and Nazari, Masoud H.

Subjects
Electrical Engineering and Systems Science - Systems and Control
Abstract

This paper introduces a stochastic hybrid system (SHS) framework in state space model to capture sensor, communication, and system contingencies in modern power systems (MPS). Within this new framework, the paper concentrates on the development of state estimation methods and algorithms to provide reliable state estimation under randomly intermittent and noisy sensor data. MPSs employ diversified measurement devices for monitoring system operations that are subject to random measurement errors and rely on communication networks to transmit data whose channels encounter random packet loss and interruptions. The contingency and noise form two distinct and interacting stochastic processes that have a significant impact on state estimation accuracy and reliability. This paper formulates stochastic hybrid system models for MPSs, introduces coordinated observer design algorithms for state estimation, and establishes their convergence and reliability properties. A further study reveals a fundamental design tradeoff between convergence rates and steady-state error variances. Simulation studies on the IEEE 5-bus system and IEEE 33-bus system are used to illustrate the modeling methods, observer design algorithms, convergence properties, performance evaluations, and impact sensor system selections., Comment: 15 pages, 9 figures

Published
2024

5. Kitchen Food Waste Image Segmentation and Classification for Compost Nutrients Estimation

Author

Rahman, Raiyan, Chowdhury, Mohsena, Tang, Yueyang, Gao, Huayi, Yin, George, and Wang, Guanghui

Subjects
Computer Science - Computer Vision and Pattern Recognition
Abstract

The escalating global concern over extensive food wastage necessitates innovative solutions to foster a net-zero lifestyle and reduce emissions. The LILA home composter presents a convenient means of recycling kitchen scraps and daily food waste into nutrient-rich, high-quality compost. To capture the nutritional information of the produced compost, we have created and annotated a large high-resolution image dataset of kitchen food waste with segmentation masks of 19 nutrition-rich categories. Leveraging this dataset, we benchmarked four state-of-the-art semantic segmentation models on food waste segmentation, contributing to the assessment of compost quality of Nitrogen, Phosphorus, or Potassium. The experiments demonstrate promising results of using segmentation models to discern food waste produced in our daily lives. Based on the experiments, SegFormer, utilizing MIT-B5 backbone, yields the best performance with a mean Intersection over Union (mIoU) of 67.09. Class-based results are also provided to facilitate further analysis of different food waste classes.

Published
2024

11. Foreign Policy Orientation without Party Cues

Author

Tsai, Chia-hung, Johnston, Alastair Iain, and Yin, George

Abstract

The central issue in Taiwan’s politics revolves around the island’s relationship with China. The three major parties—the Kuomintang, Democratic Progressive Party, and Taiwan People’s Party—take different positions on this, and their supporters align with these respective positions. However, there is a scarcity of research on the foreign policy inclinations of individuals who do not align with any political party. We find empirically that self-reported independents in Taiwan exhibit a preference for bandwagoning, driven by concerns for tangible material benefits; cultural similarity, economic interests, and the power dynamics between the US and China also play substantial roles here. These findings shed light on the unique role and dynamics of independents in Taiwan’s political landscape. Our theoretical innovation lies in showing that in a democracy, different factors come into play in the formation of the foreign policy preferences of different groups.

Published
2024
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12. Forgetting-Factor Regrets for Online Convex Optimization

Author

Liu, Yuhang, Zhao, Wenxiao, and Yin, George

Abstract

This article develops a class of novel algorithms for online convex optimization. The key construct is a forgetting-factor regret. It introduces weights to the objective functions at each time instant $\bm{t}$ and allows the weights of the past objective functions decaying to zero. We establish the forgetting-factor regret bounds of classical algorithms including online gradient descent algorithms, online gradient-free algorithms, and online Frank–Wolfe algorithms. In addition, the article introduces online gradient descent algorithm with a forgetting factor, and analyze its performance under the new regret. Sufficient conditions are obtained to guarantee the bounds of the forgetting-factor regret of the above algorithms being of the order $\mathbf {o(1)}$, which guarantees the tracking performance for minimizers of time-varying objective functions. Finally, our results are tested through numerical demonstration.

Published
2024
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14. SECOND-ORDER FAST-SLOW STOCHASTIC SYSTEMS.

Author

NGUYEN, NHU N. and YIN, GEORGE

Subjects
*STOCHASTIC differential equations, *LARGE deviations (Mathematics), *LIPSCHITZ continuity, *MATHEMATICAL physics, *MECHANICS (Physics)
Abstract

This paper focuses on systems of nonlinear second-order stochastic differential equations with multiscales. The motivation for our study stems from mathematical physics and statistical mechanics, for example, Langevin dynamics and stochastic acceleration in a random environment. Our aim is to carry out asymptotic analysis to establish large deviations principles. Our focus is on obtaining the desired results for systems under weaker conditions. When the fast-varying process is a diffusion, neither Lipschitz continuity nor linear growth needs to be assumed. Our approach is based on combinations of the intuition from Smoluchowski--Kramers approximation and the methods initiated in [A. A. Puhalskii, Ann. Probab., 44 (2016), pp. 3111--3186] relying on the concepts of relatively large deviations compactness and the identification of rate functions. When the fast-varying process is under a general setup with no specified structure, the paper establishes the large deviations principle of the underlying system under the assumption on the local large deviations principles of the corresponding first-order system. [ABSTRACT FROM AUTHOR]

Published
2024
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15. Almost-Sure Robust Stabilization of Randomly Switched Linear Systems With Uncontrollable Subsystems

Author

Wang, Le Yi, Yin, George, Lin, Feng, Polis, Michael P., and Chen, Wen

Abstract

This article investigates state feedback design for achieving almost-sure robust stabilization of randomly switched linear systems whose subsystems are uncontrollable and whose models are subject to nonlinear modeling errors due to, for example, linearization. Complex systems are often uncontrollable under a fixed configuration from a single control input. However, when control actions can be used sequentially and collaboratively through different system configurations, stabilization can be potentially achieved. This design problem encounters some fundamental issues that must be resolved, involving mostly suitable coordinated implementations of state decomposition, feedback pole-placement design, usage of stochastic information on the switching process, coupling of controllable and uncontrollable substates, subsystem interactions, and modeling errors. The common state feedback on controllable substates can lead to unstable closed-loop systems, due to substate coupling. A modified control algorithm is introduced that decouples substates and designs feedback gains simultaneously. Further complications arise when subsystem interaction destabilizes the system. Some structural conditions are shown to be essential for achieving almost-sure stabilization. A design procedure that integrates feedback gain selection and switching information is introduced to achieve almost-sure stability for the closed-loop system. Robustness of the design procedure is established. Examples and simulation case studies are presented to illustrate the main algorithms and stabilization properties.

Published
2024
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16. Stability of Stochastic Functional Differential Equations With Past-Dependent Random Switching Involving Countably Infinite States

Author

Nguyen, Dang H., Nguyen, Nhu N., Ta, Trang T., and Yin, George

Abstract

This work is devoted to stochastic functional differential equations with past-dependent random switching, in which the switching process is allowed to take values in a countable state space. Such processes are rather versatile and arise in a wide variety of applications. A central issue considered in this article is stability. The conditions provided are more general than the existing work. After getting the desired stability results, several applications, including linear systems, linearization of nonlinear systems, multi-agent systems consentability, and networked control systems are examined. Numerical results are also provided to demonstrate our results.

Published
2024
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17. Stochastic Differential Equations in Infinite Dimensions

Author

Goodair, Daniel, Crisan, Dan, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, Goodair, Daniel, and Crisan, Dan

Published
2024
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18. Stochastic Calculus in Infinite Dimensions

Author

Goodair, Daniel, Crisan, Dan, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, Goodair, Daniel, and Crisan, Dan

Published
2024
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19. A Toolbox for Nonlinear SPDEs

Author

Goodair, Daniel, Crisan, Dan, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, Goodair, Daniel, and Crisan, Dan

Published
2024
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20. Introduction

Author

Goodair, Daniel, Crisan, Dan, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, Goodair, Daniel, and Crisan, Dan

Published
2024
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21. Periodic Solutions

Author

Coclite, Giuseppe Maria, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Li, Tatsien, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, and Coclite, Giuseppe Maria

Published
2024
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22. Wave Front Tracking

Author

Coclite, Giuseppe Maria, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Li, Tatsien, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, and Coclite, Giuseppe Maria

Published
2024
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23. Compensated Compactness

Author

Coclite, Giuseppe Maria, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Li, Tatsien, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, and Coclite, Giuseppe Maria

Published
2024
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24. Vanishing Viscosity

Author

Coclite, Giuseppe Maria, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Li, Tatsien, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, and Coclite, Giuseppe Maria

Published
2024
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25. Functions with Bounded Variation

Author

Coclite, Giuseppe Maria, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Li, Tatsien, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, and Coclite, Giuseppe Maria

Published
2024
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26. The Method of Characteristics

Author

Coclite, Giuseppe Maria, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Li, Tatsien, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, and Coclite, Giuseppe Maria

Published
2024
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27. Riemann Problem

Author

Coclite, Giuseppe Maria, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Li, Tatsien, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, and Coclite, Giuseppe Maria

Published
2024
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28. Entropy Solutions

Author

Coclite, Giuseppe Maria, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Li, Tatsien, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, and Coclite, Giuseppe Maria

Published
2024
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29. Introduction

Author

Coclite, Giuseppe Maria, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Li, Tatsien, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, and Coclite, Giuseppe Maria

Published
2024
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30. Lax-Oleinik Formula

Author

Coclite, Giuseppe Maria, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Li, Tatsien, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, and Coclite, Giuseppe Maria

Published
2024
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31. Oleinik Estimate

Author

Coclite, Giuseppe Maria, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Li, Tatsien, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, and Coclite, Giuseppe Maria

Published
2024
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32. Lehmann–Goerisch Method for High-Precision Eigenvalue Bounds

Author

Liu, Xuefeng, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Li, Tatsien, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, and Liu, Xuefeng

Published
2024
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33. Guaranteed Eigenfunction Computation

Author

Liu, Xuefeng, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Li, Tatsien, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, and Liu, Xuefeng

Published
2024
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34. Introduction to Eigenvalue Problems

Author

Liu, Xuefeng, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Li, Tatsien, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, and Liu, Xuefeng

Published
2024
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35. Explicit Eigenvalue Bounds for Various Differential Operators

Author

Liu, Xuefeng, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Li, Tatsien, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, and Liu, Xuefeng

Published
2024
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36. Fundamental Theorem for Explicit Eigenvalue Bounds

Author

Liu, Xuefeng, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Li, Tatsien, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, and Liu, Xuefeng

Published
2024
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37. Explicit Error Estimation for Boundary Value Problems

Author

Liu, Xuefeng, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Li, Tatsien, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, and Liu, Xuefeng

Published
2024
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38. Parameter-Dependent Dynamics

Author

Barreira, Luís, Valls, Claudia, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Li, Tatsien, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, Barreira, Luís, and Valls, Claudia

Published
2024
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39. The Case of Differential Equations

Author

Barreira, Luís, Valls, Claudia, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Li, Tatsien, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, Barreira, Luís, and Valls, Claudia

Published
2024
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40. Resonances and Normal Forms

Author

Barreira, Luís, Valls, Claudia, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Li, Tatsien, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, Barreira, Luís, and Valls, Claudia

Published
2024
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41. Stable and Unstable Foliations

Author

Barreira, Luís, Valls, Claudia, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Li, Tatsien, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, Barreira, Luís, and Valls, Claudia

Published
2024
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42. Construction of Smooth Conjugacies

Author

Barreira, Luís, Valls, Claudia, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Li, Tatsien, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, Barreira, Luís, and Valls, Claudia

Published
2024
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43. Spectra and Examples

Author

Barreira, Luís, Valls, Claudia, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Li, Tatsien, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, Barreira, Luís, and Valls, Claudia

Published
2024
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44. Infinite-Dimensional Dynamics

Author

Barreira, Luís, Valls, Claudia, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Li, Tatsien, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, Barreira, Luís, and Valls, Claudia

Published
2024
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45. Asymptotic Behavior

Author

Barreira, Luís, Valls, Claudia, Bellomo, Nicola, Series Editor, Benzi, Michele, Series Editor, Jorgensen, Palle, Series Editor, Li, Tatsien, Series Editor, Melnik, Roderick, Series Editor, Scherzer, Otmar, Series Editor, Steinberg, Benjamin, Series Editor, Reichel, Lothar, Series Editor, Tschinkel, Yuri, Series Editor, Yin, George, Series Editor, Zhang, Ping, Series Editor, Barreira, Luís, and Valls, Claudia

Published
2024
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