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1 Sukumar, N Navigating Molecular Networks I13290 2024 eBook  
2 Saha, Asit Proceedings of the 2nd International Conference on Nonlinear Dynamics and Applications (ICNDA 2024), Volume 3 I13252 2024 eBook  
3 Gros, Claudius Complex and Adaptive Dynamical Systems I13034 2024 eBook  
4 Teixeira, Andreia Sofia Complex Networks XIV I12690 2023 eBook  
5 Barthelemy, Marc Spatial Networks I12505 2022 Book  
6 Pacheco, Diogo Complex Networks XIII I12265 2022 Book  
7 Doboli, Simona Creativity and Innovation I11934 2021 eBook  
8 Hramov, Alexander E Wavelets in Neuroscience I11833 2021 eBook  
9 Teixeira, Andreia Sofia Complex Networks XII I11769 2021 eBook  
10 Sahimi, Muhammad Complex Media and Percolation Theory I11666 2021 eBook  
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TitleNavigating Molecular Networks
Author(s)Sukumar, N
PublicationCham, 1. Imprint: Springer 2. Springer Nature Switzerland, 2024.
DescriptionXVIII, 114 p. 41 illus., 26 illus. in color : online resource
Abstract NoteThis book delves into the foundational principles governing the treatment of molecular networks and "chemical space"???the comprehensive domain encompassing all physically achievable molecules???from the perspectives of vector space, graph theory, and data science. It explores similarity kernels, network measures, spectral graph theory, and random matrix theory, weaving intriguing connections between these diverse subjects. Notably, it emphasizes the visualization of molecular networks. The exploration continues by delving into contemporary generative deep learning models, increasingly pivotal in the pursuit of new materials possessing specific properties, showcasing some of the most compelling advancements in this field. Concluding with a discussion on the meanings of discovery, creativity, and the role of artificial intelligence (AI) therein. Its primary audience comprises senior undergraduate and graduate students specializing in physics, chemistry, and materials science. Additionally, it caters to those interested in the potential transformation of material discovery through computational, network, AI, and machine learning (ML) methodologies
ISBN,Price9783031762901
Keyword(s)1. Biomolecules 2. BIOPHYSICS 3. EBOOK 4. EBOOK - SPRINGER 5. GRAPH THEORY 6. MACHINE LEARNING 7. MOLECULAR BIOPHYSICS 8. Soft condensed matter 9. Soft Materials 10. STATISTICAL PHYSICS 11. Stochastic Networks 12. STOCHASTIC PROCESSES
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TitleProceedings of the 2nd International Conference on Nonlinear Dynamics and Applications (ICNDA 2024), Volume 3 : Dynamical Models, Communications and Networks
Author(s)Saha, Asit;Banerjee, Santo
PublicationCham, 1. Imprint: Springer 2. Springer Nature Switzerland, 2024.
DescriptionXVIII, 705 p. 307 illus., 265 illus. in color : online resource
Abstract NoteThis book covers the latest advancements and applications of nonlinear dynamics in various fields of science and engineering, presenting a curated selection of peer-reviewed contributions at the 2nd International Conference on Nonlinear Dynamics and Applications (ICNDA 2024) at Sikkim Manipal Institute of Technology (SMIT). Organized by the Department of Mathematics, SMIT, SMU, this international conference provides a platform for scientists, researchers, and inventors to share their findings and exchange ideas in the ever-evolving field of nonlinear dynamics. This book comprises three volumes. Volume 3 focuses on graphs, networks, and communications. It covers topics such as optimization in control and neural systems; machine learning for signal analysis and classification; graph theory applications in science and engineering; analysis of wavelets and transforms in signal processing; and semiconductor devices and nanomaterials
ISBN,Price9783031691461
Keyword(s)1. Communications Engineering, Networks 2. COMPLEX SYSTEMS 3. EBOOK 4. EBOOK - SPRINGER 5. GRAPH THEORY 6. QUANTUM COMMUNICATION 7. Quantum Communications and Cryptography 8. Stochastic Networks 9. STOCHASTIC PROCESSES 10. SYSTEM THEORY 11. TELECOMMUNICATION
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TitleComplex and Adaptive Dynamical Systems : A Comprehensive Introduction
Author(s)Gros, Claudius
PublicationCham, 1. Imprint: Springer 2. Springer International Publishing, 2024.
DescriptionXV, 461 p. 167 illus., 145 illus. in color : online resource
Abstract NoteThis textbook offers a comprehensive introduction to the concepts underpinning our modern understanding of complex and emergent behavior. Mathematical methods necessary for the discussion are introduced and explained on the run. All derivations are presented step-by-step. This new fifth edition has been fully revised and includes a new chapter, a range of new sections, figures and exercises. The Solution chapter has been reorganized for clarity. The core aspects of modern complex system sciences are presented in the first chapters, covering the foundations of network- and dynamical system theory, with a particular focus on scale-free networks and tipping phenomena. The notion of deterministic chaos is treated together with bifurcation theory and the intricacies of time delays. Modern information theoretical principles are discussed in further chapters, together with the notion of self-organized criticality, synchronization phenomena, and a game-theoretical treatment of the tragedy of the commons. The dynamical systems view of modern machine learning is presented in a new chapter. Chapters include exercises and suggestions for further reading. The textbook is suitable for graduate and advanced undergraduate students. The prerequisites are the basic mathematical tools of courses in natural sciences, computer science or engineering
ISBN,Price9783031550768
Keyword(s)1. Applied Dynamical Systems 2. COMPLEX SYSTEMS 3. DYNAMICAL SYSTEMS 4. DYNAMICS 5. EBOOK 6. EBOOK - SPRINGER 7. GRAPH THEORY 8. Mathematical Models of Cognitive Processes and Neural Networks 9. Neural networks (Computer science)?? 10. NONLINEAR THEORIES 11. Stochastic Networks 12. STOCHASTIC PROCESSES 13. SYSTEM THEORY
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TitleComplex Networks XIV : Proceedings of the 14th Conference on Complex Networks, CompleNet 2023
Author(s)Teixeira, Andreia Sofia;Botta, Federico;Mendes, Jos?? Fernando;Menezes, Ronaldo;Mangioni, Giuseppe
PublicationCham, 1. Imprint: Springer 2. Springer Nature Switzerland, 2023.
DescriptionVI, 169 p. 55 illus., 51 illus. in color : online resource
Abstract NoteThis book contains contributions in the area of Network Science, presented at the 14th International Conference on Complex Networks (CompleNet), 24-28 April, 2023 in Aveiro, Portugal. CompleNet is an international conference on complex networks that brings together researchers and practitioners from diverse disciplines???from sociology, biology, physics, and computer science???who share a passion to better understand the interdependencies within and across systems. CompleNet is a venue to discuss ideas and findings about all types networks, from biological, to technological, to informational and social. It is this interdisciplinary nature of complex networks that CompleNet aims to explore and celebrate. The audience of the work are professionals and academics working in Network Science, a highly-multidisciplinary field
ISBN,Price9783031282768
Keyword(s)1. COMPLEX SYSTEMS 2. COMPUTER SCIENCE 3. EBOOK - SPRINGER 4. GRAPH THEORY 5. SYSTEM THEORY
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TitleSpatial Networks : A Complete Introduction: From Graph Theory and Statistical Physics to Real-World Applications
Author(s)Barthelemy, Marc
PublicationCham, 1. Imprint: Springer 2. Springer International Publishing, 2022.
DescriptionXIX, 437 p. 241 illus., 157 illus. in color : online resource
Abstract NoteThis book provides a complete introduction into spatial networks. It offers the mathematical tools needed to characterize these structures and how they evolve in time and presents the most important models of spatial networks. The book puts a special emphasis on analyzing complex systems which are organized under the form of networks where nodes and edges are embedded in space. In these networks, space is relevant, and topology alone does not contain all the information. Characterizing and understanding the structure and the evolution of spatial networks is thus crucial for many different fields, ranging from urbanism to epidemiology. This subject is therefore at the crossroad of many fields and is of potential interest to a broad audience comprising physicists, mathematicians, engineers, geographers or urbanists. In this book, the author has expanded his previous book ("Morphogenesis of Spatial Networks") to serve as a textbook and reference on this topic for a wide range of students and professional researchers
ISBN,Price9783030941062
Keyword(s)1. Applied Statistics 2. EBOOK 3. EBOOK - SPRINGER 4. GRAPH THEORY 5. STATISTICAL PHYSICS 6. Statistics??
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TitleComplex Networks XIII : Proceedings of the 13th Conference on Complex Networks, CompleNet 2022
Author(s)Pacheco, Diogo;Teixeira, Andreia Sofia;Barbosa, Hugo;Menezes, Ronaldo;Mangioni, Giuseppe
PublicationCham, 1. Imprint: Springer 2. Springer International Publishing, 2022.
DescriptionIX, 122 p. 43 illus., 39 illus. in color : online resource
Abstract NoteThis book contains contributions presented at the 13th International Conference on Complex Networks (CompleNet), April 19???22, 2022. CompleNet is an international conference on complex networks that brings together researchers and practitioners from diverse disciplines???from sociology, biology, physics, and computer science???who share a passion to better understand the interdependencies within and across systems. CompleNet is a venue to discuss ideas and findings about all types of networks, from biological to technological and to informational and social. It is this interdisciplinary nature of complex networks that CompleNet aims to explore and celebrate
ISBN,Price9783031176586
Keyword(s)1. Artificial intelligence???Data processing 2. COMPLEX SYSTEMS 3. COMPUTER SCIENCE 4. DATA SCIENCE 5. EBOOK 6. EBOOK - SPRINGER 7. GRAPH THEORY 8. Network Research 9. Social sciences???Network analysis 10. SYSTEM THEORY
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TitleCreativity and Innovation : Cognitive, Social, and Computational Approaches
Author(s)Doboli, Simona;Kenworthy, Jared B;Minai, Ali A;Paulus, Paul B
PublicationCham, Springer International Publishing, 2021.
DescriptionXIV, 274 p. 53 illus., 48 illus. in color : online resource
Abstract NoteThis book focuses on the emergence of creative ideas from cognitive and social dynamics. In particular, it presents data, models, and analytical methods grounded in a network dynamics approach. It has long been hypothesized that innovation arises from a recombination of older ideas and concepts, but this has been studied primarily at an abstract level. In this book, we consider the networks underlying innovation ??? from the brain networks supporting semantic cognition to human networks such as brainstorming groups or individuals interacting through social networks ??? and relate the emergence of ideas to the structure and dynamics of these networks. Methods described include experimental studies with human participants, mathematical evaluation of novelty from group brainstorming experiments, neurodynamical modeling of conceptual combination, and multi-agent modeling of collective creativity. The main distinctive features of this book are the breadth of perspectives considered, the integration of experiments with theory, and a focus on the combinatorial emergence of ideas
ISBN,Price9783030771980
Keyword(s)1. Applied Dynamical Systems 2. Biotechnology 3. DYNAMICS 4. EBOOK 5. EBOOK - SPRINGER 6. GRAPH THEORY 7. Mathematical Models of Cognitive Processes and Neural Networks 8. Neural networks (Computer science)?? 9. NEUROPSYCHOLOGY 10. NONLINEAR THEORIES
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TitleWavelets in Neuroscience
Author(s)Hramov, Alexander E;Koronovskii, Alexey A;Makarov, Valeri A;Maksimenko, Vladimir A;Pavlov, Alexey N;Sitnikova, Evgenia
PublicationCham, Springer International Publishing, 2021.
DescriptionXVI, 384 p. 174 illus., 69 illus. in color : online resource
Abstract NoteThis book illustrates how modern mathematical wavelet transform techniques offer fresh insights into the complex behavior of neural systems at different levels: from the microscopic dynamics of individual cells to the macroscopic behavior of large neural networks. It also demonstrates how and where wavelet-based mathematical tools can provide an advantage over classical approaches used in neuroscience. The authors well describe single neuron and populational neural recordings. This 2nd edition discusses novel areas and significant advances resulting from experimental techniques and computational approaches developed since 2015, and includes three new topics: ??? Detection of fEPSPs in multielectrode LFPs recordings. ??? Analysis of Visual Sensory Processing in the Brain and BCI for Human Attention Control; ??? Analysis and Real-time Classification of Motor-related EEG Patterns; The book is a valuable resource for neurophysiologists and physicists familiar with nonlinear dynamical systems and data processing, as well as for graduate students specializing in these and related areas
ISBN,Price9783030759926
Keyword(s)1. Applied Dynamical Systems 2. BIOPHYSICS 3. DYNAMICS 4. EBOOK 5. EBOOK - SPRINGER 6. GRAPH THEORY 7. Mathematical Models of Cognitive Processes and Neural Networks 8. Neural networks (Computer science)?? 9. NEUROSCIENCE 10. Neurosciences 11. NONLINEAR THEORIES
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TitleComplex Networks XII : Proceedings of the 12th Conference on Complex Networks CompleNet 2021
Author(s)Teixeira, Andreia Sofia;Pacheco, Diogo;Oliveira, Marcos;Barbosa, Hugo;Gon??alves, Bruno;Menezes, Ronaldo
PublicationCham, Springer International Publishing, 2021.
DescriptionVIII, 133 p. 48 illus., 40 illus. in color : online resource
Abstract NoteThis book contains contributions presented at the 12th International Conference on Complex Networks (CompleNet), 24-26 May 2021. CompleNet is an international conference on complex networks that brings together researchers and practitioners from diverse disciplines???from sociology, biology, physics, and computer science???who share a passion to better understand the interdependencies within and across systems. CompleNet is a venue to discuss ideas and findings about all types networks, from biological, to technological, to informational and social. It is this interdisciplinary nature of complex networks that CompleNet aims to explore and celebrate
ISBN,Price9783030818548
Keyword(s)1. Artificial intelligence???Data processing 2. COMPLEX SYSTEMS 3. COMPUTER SCIENCE 4. DATA SCIENCE 5. EBOOK 6. EBOOK - SPRINGER 7. GRAPH THEORY 8. SYSTEM THEORY
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TitleComplex Media and Percolation Theory
Author(s)Sahimi, Muhammad;Hunt, Allen G
PublicationNew York, NY, Springer US, 2021.
Description152 illus., 75 illus. in color. eReference : online resource
Abstract NotePercolation theory describes the effects of the connectivity of microscopic or small-scale elements of a complex medium to its macroscopic or large-scale properties. It also describes the conditions under which there may be a continuously connected path of local elements across the medium. The point at which the path is formed is called the percolation threshold. Percolation theory also predicts that many macroscopic properties of complex media follow universal power laws near the percolation threshold that are independent of many microscopic features of such media. There are many applications of percolation theory across the natural sciences, from porous materials, to composite solids, complex networks, and biological systems. This book presents the essential elements of percolation theory, covers the problem of calculating the exponents that characterize the power laws that the percolation quantities follow near the percolation threshold, provides a clear description of the geometry of percolation clusters of the connected paths, and addresses several variations of percolation theory. In particular, bootstrap percolation, explosive percolation, and invasion percolation are featured, which expand the range of natural systems to which percolation may be applicable. In addition, coverage includes several important applications of percolation theory to a range of phenomena, ranging from electrical conductivity, thermopower, the Hall effect, and photoconductivity of disordered semiconductors, to flow, transport and reaction in porous media, geochemistry, biology, and ecology
ISBN,Price9781071614570
Keyword(s)1. Catalysis 2. Classical and Continuum Physics 3. CONDENSED MATTER 4. EARTH SCIENCES 5. EBOOK 6. EBOOK - SPRINGER 7. GRAPH THEORY 8. MATHEMATICAL PHYSICS 9. Phase Transitions and Multiphase Systems 10. PHYSICS 11. Theoretical, Mathematical and Computational Physics
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