Tracking Nonlinear Correlation for Complex Dynamic Systems Using a Windowed Error Reduction Ratio Method by Yifan Zhao, Edward Hanna, Grant R. Bigg, Yitian Zhao

“…Such a method will improve the applicability and robustness of correlation analysis for complex systems. A real application to environmental changing data demonstrates the potential of the proposed method by revealing and characterising hidden information contained within measurements, which is usually “invisible” for conventional methods.…”
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Global Sensitivity Analysis of Large Reaction Mechanisms Using Fourier Amplitude Sensitivity Test by Shengqiang Lin, Ming Xie, Meng Wu, Weixing Zhou

“…The performance of this FAST method which can allow both the qualitative and quantitative analysis of complex systems is validated by a H2/air combustion model and a CH4/air combustion model. …”
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A Polynomial-Time Algorithm for Detection of Uncovered Transitions in a Petri Net-Based Concurrent System by Marcin Wojnakowski, Maxim Maliński, Remigiusz Wiśniewski, Andrzej Obuchowicz, Zhiwu Li, Dawid Konarczak

“…Transition invariants play a crucial role in ensuring the correctness and reliability of such systems; however, existing methods often struggle with high computational demand, especially in the case of large and complex systems. The proposed approach addresses this challenge by performing a fast polynomial-time analysis to identify uncovered transitions, thereby streamlining the verification process. …”
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Scanning microwave impedance microscopy and its applications: A review by Diego Tami, Douglas A. A. Ohlberg, Cássio Gonçalves do Rego, Gilberto Medeiros-Ribeiro, Jhonattan C. Ramirez

“…Recent advancements in finite element modeling and the application of lumped-element circuit models have further enhanced the precision of signal interpretation, enabling more accurate analysis of complex systems. This review highlights sMIM’s wide-ranging applications, from material science and semiconductor diagnostics to biological systems, showcasing its ability to perform non-destructive, high-resolution imaging down to the single-digit nanometer scale. …”
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The impact of digital technologies on the information potential of accounting (financial) statements. Part 2: Impact of digital platforms and models on transparency of corporate re... by M. T. Turmanov, T. M. Rogulenko

“…The use in the course of the study of general scientific methods of analysis and synthesis, as well as methods of logical comparison, reduction and selection of methodologically important facts of reality, made it possible to conclude that in legal terms, the electronic form of existence of objects, objects, processes is legitimized, and the digital form is a deep care into the virtual world through cryptography, the use of complex systems, encryption code and a limited number of participants. …”
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Analysis of City Energy Systems Modeling Case Studies: A Systematic Review by Kushagra Gupta, Erik O. Ahlgren

“…City energy systems are complex systems including interactions and interdependencies, as well as the specifics of the local city context. …”
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Novel Framework for Artificial Bubble Image Generation and Boundary Detection Using Superformula Regression and Computer Vision Techniques by Pavel Mikushin, Nickolay Martynenko, Irina Nizovtseva, Ksenia Makhaeva, Margarita Nikishina, Dmitrii Chernushkin, Sergey Lezhnin, Ilya Starodumov

“…While neural networks achieve a higher accuracy, they require extensive annotated datasets, and classical methods often struggle with complex systems due to their lower accuracy. This study proposes a novel framework to address these limitations. …”
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Predicting Tipping Points in a Family of PWL Systems: Detecting Multistability via Linear Operators Properties by Joaquin Alvarez-gallegos, Sishu Shankar Muni, Hector Gilardi-velázquez, Rıcardo Cuesta-garcía, J. L. Echenausía-monroy

“…This, in turn, enriches the field by providing an alternative to numerical resolution to identify quantitative changes in the dynamics of complex systems without having to solve the differential equation system.…”
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Validation of cantilever-enhanced photoacoustic particle-size-resolved light absorption measurement using nigrosin reference particles and Mie modelling by J. Kuula, J. Kuula, J. Karhu, J. Karhu, T. Mikkonen, P. Grahn, A. Virkkula, A. Virkkula, H. Timonen, T. Hieta, T. Hieta, M. Vainio, M. Vainio

“…Future studies will expand the application of this method to complex systems, including coated and aggregated black carbon particles, to explore phenomena such as absorption enhancement.…”
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Understanding Work Rhythms in Software Development and Their Effects on Technical Performance by Jiayun Zhang, Qingyuan Gong, Yang Chen, Yu Xiao, Xin Wang, Aaron Yi Ding

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Advanced Monte Carlo for Acquisition Sampling in Bayesian Optimization by Javier Garcia-Barcos, Ruben Martinez-Cantin

“…Optimizing complex systems usually involves costly and time-consuming experiments, where selecting the experiments to perform is fundamental. …”
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A Review of Fuzzy Logic and Neural Network Based Intelligent Control Design for Discrete-Time Systems by Yiming Jiang, Chenguang Yang, Hongbin Ma

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Local polar order controls mechanical stress and triggers layer formation in Myxococcus xanthus colonies by Endao Han, Chenyi Fei, Ricard Alert, Katherine Copenhagen, Matthias D. Koch, Ned S. Wingreen, Joshua W. Shaevitz

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A Gradient-Based Reinforcement Learning Algorithm for Multiple Cooperative Agents by Zhen Zhang, Dongqing Wang, Dongbin Zhao, Qiaoni Han, Tingting Song

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Topological Structure of Manufacturing Industry Supply Chain Networks by Supun S. Perera, Michael G. H. Bell, Mahendrarajah Piraveenan, Dharshana Kasthurirathna, Mamata Parhi

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Transmission dynamics and optimal control of brucellosis in Inner Mongolia of China by Linhua Zhou, Meng Fan, Qiang Hou, Zhen Jin, Xiangdong Sun

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Optimization Model and Method of Variable Speed Limit for Urban Expressway by Shubin Li, Tao Wang, Hualing Ren, Baiying Shi, Xiangke Kong

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VARX Granger analysis: Models for neuroscience, physiology, sociology and econometrics. by Lucas C Parra, Aimar Silvan, Maximilian Nentwich, Jens Madsen, Vera E Parra, Behtash Babadi

“…Complex systems, such as in brains, markets, and societies, exhibit internal dynamics influenced by external factors. …”
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The systemic evolutionary theory of the origin of cancer (SETOC): an update by Antonio Mazzocca, Giovanni Ferraro, Giovanni Misciagna

“…Abstract The Systemic Evolutionary Theory of the Origin of Cancer (SETOC) is a recently proposed theory founded on two primary principles: the cooperative and endosymbiotic process of cell evolution as described by Lynn Margulis, and the integration of complex systems operating in eukaryotic cells, which is a core concept in systems biology. …”
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A Systematic Analysis and Experimental Verification of Joint Pricing and Inventory Strategies in Competitive Newsvendor Environments by Mengmeng Shi, Yue Liu, Shaohui Wu

“…This research provides insights into decision biases in complex systems and practical guidance for project planning and management.…”
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