The Net Advance of Physics

The Net Advance of Physics:
NETWORKS

NETWORKS:
see also GRAPH THEORY

General: Introductory:
- Complex Networks by Joseph Malkevitch [American Mathematical Society]
- Understanding complexity via network theory: A gentle introduction by V. Vasiliauskaite and F. E. Rosas [2020/04]
General: Textbooks:
- Complex and Adaptive Dynamical Systems: A Primer by Claudius Gros [Springer, 2008]
- Network Science by Albert-László Barabási [2015]
- The Atlas for the Aspiring Network Scientist by M. Coscia [2021/01]
General:
- Dynamics of networks and applications by Rui Vilela Mendes [Springer Lecture Notes in Physics 522, (1999)]
- Statistical mechanics of complex networks by Reka Albert and Albert-Laszlo Barabasi [Rev. Mod. Phys. 74, 47 (2002)]
- The structure and function of complex networks by M.E.J. Newman [SIAM Review 45, 167 (2003)]
- Tools for network dynamics by Rui Vilela Mendes [2003/04]
- Characterization of complex networks: A survey of measurements by Luciano da Fontoura Costa et al. [2005/05]
- The network approach: basic concepts and algorithms by Pedro G. Lind [2007/11]
- A survey of statistical network models by Anna Goldenberg et al. [Foundations & Trends in Machine Learning 2, 1 (2009)]
- Spatial Networks by Marc Barthelemy [2010/10] 318 refs.
- Networks and Networking - A Statistical Physics Perspective by Chi Ho Yeung and David Saad [2011/10]
- Networks in Motion by Adilson Enio Motter and Reka Albert [Physics Today 65(4), 43 (2012)]
- Graph and Network Theory in Physics. A Short Introduction by Ernesto Estrada [2013/02]
- Dynamical Systems on Networks: A Tutorial by Mason A. Porter and James P. Gleeson [2014/03]
- Revealing networks from dynamics: an introduction by Marc Timme and Jose Casadiego [Journal of Physics A 47, 343001 (2014)]
- Complex Networks, Communities and Clustering by Biswajit Saha et al. [2015/03]
- Interdisciplinary and physics challenges of Network Theory by Ginestra Bianconi [2015/09]
- Large Graph Models: A Review by Georgios Drakopoulos et al. [2016/01]
- Basic models and questions in statistical network analysis by Miklos Z. Racz and Sébastien Bubeck [2016/07]
- Understanding Complex Systems: From Networks to Optimal Higher-Order Models by Renaud Lambiotte et al. [2018/06]
- A Primer on Statistically Validated Networks by Salvatore Miccichè and Rosario Nunzio Mantegna [2018/07]
- The Statistical Physics of Real-World Networks by Giulio Cimini et al. [2018/10]
- Transitions in spatial networks by Marc Barthelemy [2018/10]
- Nine Quick Tips for Analyzing Network Data by Stephane Robin et al. [2019/04]
- Tempus Volat, Hora Fugit: A Survey of Dynamic Network Models in Discrete and Continuous Time by Cornelius Fritz et al. [2019/05]
- Nonlinearity + Networks: A 2020 Vision by Mason A. Porter [2019/11]
- Network geometry by M. Boguna et al. [2020/01]
- Motif discovery algorithms in static and temporal networks: A survey by A. Jazayeri and C. C. Yang [2020/05]
- Network resilience by X. Liu et al. [2020/07]
- A survey of evolving models for weighted complex networks based on their dynamics and evolution by A. Saxena [2020/12]
Types: BIOLOGICAL; NEURAL; RANDOM; SMALL WORLD; SPIN;
Type: ADAPTIVE:
- Adaptive Coevolutionary Networks -- A Review by Thilo Gross and Bernd Blasius [2007/09]
- Nonlinearity + Networks: A 2020 Vision by Mason A. Porter [2019/11]
Type: ATTRIBUTED:
- Clustering attributed graphs: models, measures and methods by Cecile Bothorel et al. [2015/01]
Type: BIBLIOMETRIC:
- Bibliometric Networks by Frank Havemann and Andrea Scharnost [2012/12]
Type: BOLTZMANN:
- Restricted Boltzmann Machines: Introduction and Review by Guido Montufar [2018/06]
Type: CONTAGION:
- Complex Contagions: A Decade in Review by Douglas Guilbeault et al. [2017/10]
Type: CORE-PERIPHERY:
- Structure and dynamics of core-periphery networks by Peter Csermely et al. [Journal of Complex Networks 1, 93 (2013)]
Type: EPIDEMIOLOGICAL:
- Statistical physics of vaccination by Zhen Wang et al. [Physics Reports 664, 1 (2016)]
- Complex Contagions: A Decade in Review by Douglas Guilbeault et al. [2017/10]
Type: FINANCIAL:
- A review of two decades of correlations, hierarchies, networks and clustering in financial markets by Gautier Marti et al. [2017/03]
- The physics of financial networks by M. Bardoscia et al. [2021/03]
Type: FRACTAL:
- Fractal and Transfractal Scale-Free Networks by Hernan D. Rozenfeld et al. [2008/08]
Type: GEOGRAPHICAL:
- A Review of Recent Studies of Geographical Scale-Free Networks by Yukio Hayashi [2005/12]
Type: HIGHER ORDER:
- Understanding Complex Systems: From Networks to Optimal Higher-Order Models by Renaud Lambiotte et al. [2018/06]
- What are higher order networks? by C. Bick et al. [2021/04]
Type: MULTILAYER / MULTIPLEX:
- The structure and dynamics of multilayer networks by S. Boccaletti et al. [2014/07]
- Towards real-world complexity: an introduction to multiplex networks by Kyu-Min Lee et al. [Eur. Phys. J. B 88, 48 (2015)]
- Multilayer Networks in a Nutshell by Alberto Aleta and Yamir Moreno [2018/04]
Type: QUANTUM:
- Quantum Feedback Networks and Control: A Brief Survey by Guofeng Zhang and Matthew R. James [2012/01]
- An Introduction to Quantum Bayesian Networks for Mixed States by Robert R. Tucci [2012/04]
- Tensor Networks in a Nutshell by Jacob Biamonte and Ville Bergholm [2017/08]
- Review of Tensor Network Contraction Approaches by Shi-Ju Ran et al. [2017/08]
- The Tensor Networks Anthology: Simulation Techniques for Many-Body Quantum Lattice Systems by Pietro Silvi et al. [2017/10] 115 pp.
- Tensor networks for complex quantum systems by Roman Orus [2018/12]
- Topics in Quantum Networking by Fengyou Sun [2019/03]
- Quantum communications infrastructure architecture: Theoretical background, network structure and technologies by A. M. Lewis and P. F. Scudo [2021/10]
- Towards real-world quantum networks: A review by S.-H. Wei et al. [2022/01]
- Routing protocols for quantum networks: Overview and challenges by B. Kar and P. Kumar [2023/05]
- Quantum communications by M. Hajdušek and R. Van Meter [2023/11] 308-page textbook.
- Complex quantum networks: A topical review by J. Nokkala et al. [2023/11]
Type: SCALE-FREE:
- Network Science by Albert-László Barabási [2015] Textbook.
Type: SCALE-FREE: BIOLOGICAL:
- Scale- free networks in cell biology by Reka Albert [J. Cell Sci. 118, 4947 (2005)]
Type: SCALE-FREE: GEOGRAPHICAL:
- A Review of Recent Studies of Geographical Scale-Free Networks by Yukio Hayashi [2005/12]
Type: SOCIAL:
- Complexities of social networks: A Physicist's perspective by Parongama Sen [2006/05]
- A Tutorial on Modeling and Analysis of Dynamic Social Networks: Part I by Anton V. Proskurnikov and Roberto Tempo [2017/01]
- Complex Contagions: A Decade in Review by Douglas Guilbeault et al. [2017/10]
- A Tutorial on Modeling and Analysis of Dynamic Social Networks, Part II by Anton Proskurnikov and Roberto Tempo [2018/01]
- Social Algorithms by Xin-She Yang [2018/05]
- Animal social networks: An introduction for complex systems scientists by J. B. Brask et al. [2020/05]
- A tutorial on networks in social systems: A mathematical modeling perspective by H. Z. Brooks [2023/02]
Type: STOCHASTIC:
- Nonlinearity + Networks: A 2020 Vision by Mason A. Porter [2019/11]
Type: TEMPORAL:
- Temporal Networks by Petter Holme and Jari Saramäki [2011/08]
- Nonlinearity + Networks: A 2020 Vision by Mason A. Porter [2019/11]
- Motif discovery algorithms in static and temporal networks: A survey by A. Jazayeri and C. C. Yang [2020/05]
- Temporal networks as a modeling framework by P. Holme and J. Saramäki [2021/03]
- A map of approaches to temporal networks by P. Holme and J. Saramäki [2021/03]
Type: TENSOR:
- Tensor Networks in a Nutshell by Jacob Biamonte and Ville Bergholm [2017/08]
- Review of Tensor Network Contraction Approaches by Shi-Ju Ran et al. [2017/08]
- The Tensor Networks Anthology: Simulation Techniques for Many-Body Quantum Lattice Systems by Pietro Silvi et al. [2017/10] 115 pp.
Aspect: CASCADES:
- Catastrophic Cascade of Failures in Interdependent Networks by S. Havlin et al. [2010/12]
- The Unfolding and Control of Network Cascades by Adilson E. Motter and Yang Yang [Physics Today 70, 32 (2017 January)]
Aspect: CENTRALITY:
- Network Centrality: An Introduction by Francisco Aparecido Rodrigues [2019/01]
Aspect: COMMUNITIES and COMMUNITY DETECTION:
- Community Structure in Graphs by Santo Fortunato and Claudio Castellano [2007/12]
- Communities in Networks by Mason A. Porter et al. [2009/02]
- Overlapping Community Detection in Networks: the State of the Art and Comparative Study by Jierui Xie et al. [2011/10]
- The Computer Science and Physics of Community Detection: Landscapes, Phase Transitions, and Hardness by Cristopher Moore [2017/02]
- Community Discovery in Dynamic Networks: a Survey by Giulio Rossetti and Rémy Cazabet [2017/07]
- Non-overlapping community detection by Hocine Cherifi [2018/05]
- On Community Structure in Complex Networks: Challenges and Opportunities by Hocine Cherifi et al. [2019/08]
- Twenty years of network community detection by S. Fortunato and M. E. J. Newman [2022/08]
- Les Houches Lectures on Community Ecology: From Niche Theory to Statistical Mechanics by W.-P. Cui et al. [2024/03]
Aspect: CONTROL:
- Control Principles of Complex Networks by Yang-Yu Liu and Albert-Laszló Barabási [2015/08]
- Controlling network dynamics by A. Li and Y.-Y. Liu [2020/01]
Aspect: EMBEDDING:
- A Survey on Network Embedding by Peng Cui et al. [2017/11]
- A Tutorial on Network Embeddings by Haochen Chen et al. [2018/08]
- Zoo guide to network embedding by A. Baptista et al. [2023/05]
Aspect: EVOLUTION:
- Evolution of networks by Serguei Dorogovtsev and J.F.F. Mendes [Adv. Phys. 51, 1079 (2002)]
Aspect: HIGHER-ORDER INTERACTIONS:
- The physics of higher-order interactions in complex networks by F. Battiston et al. [2021/10]
Aspect: LATENT VARIABLES:
- A Review of Dynamic Network Models with Latent Variables by Bomin Kim et al. [2017/11]
- Network geometry by M. Boguna et al. [2020/01]
Aspects: LINK PREDICTION:
- Progresses and challenges in link prediction by T. Zhou [2021/02]
Aspect: METRIC:
- Tracking Network Dynamics: A Review of Distances and Similarity Metrics by Claire Donnat and Susan Holmes [2018/01]
- Network geometry by M. Boguna et al. [2020/01]
Aspect: NESTEDNESS:
- Nestedness in Complex Networks: Observation, Emergence, and Implications by Manuel Sebastian Mariani et al. [2019/05] 140 pp.
Processes: PERCOLATION:
- Recent advances in percolation theory in complex networks by Deokjae Lee et al. [Journal of the Korean Physical Society 73, 152 (2018)]
Aspect: PERSISTENT HOMOLOGY:
- The importance of the whole: topological data analysis for the network neuroscientist by Ann E. Sizemore et al. [2018/06]
Aspect: RECONSTRUCTION:
- Reconstructing networks by G. Cimini et al. [2020/12]
Re: ALGEBRAIC STATISTICS:
- Algebraic Statistics in Practice: Applications to Networks by Marta Casanellas et al. [2019/06]
Re: CHAOS:
- Synchronization of Coupled Chaotic Dynamics on Networks by R. E. Amritkar and Sarika Jalan [Pramana 64, 455 (2005)]
Re: CRITICAL PHENOMENA:
- Critical phenomena in complex networks by S. N. Dorogovtsev et al. [2007/04]
Re: DIFFUSION:
- Diffusion and networks: A powerful combination! by Ingve Simonsen [2005/08]
Re: FLUID MECHANICS:
- Network-based analysis of fluid flows: Progress and outlook by K. Taira and A. G. Nair [2021/11]
Re: GAME THEORY:
- Game-Theoretic Network Centrality: A Review by Mateusz Krzysztof Tarkowski et al. [2018/01]
Re: INFORMATION THEORY:
- Information theory of spatial network ensembles by G. Bianconi [2022/06]
Re: MARKOV PROCESSES:
- An Overview for Markov Decision Processes in Queues and Networks by Quan-Lin Li et al. [2019/07]
Re: MEMORY:
- Understanding Complex Systems: From Networks to Optimal Higher-Order Models by Renaud Lambiotte et al. [2018/06]

ArXiV to 2006/05

The Net Advance of Physics: NETWORKS

THE NET ADVANCE OF PHYSICS

The Net Advance of Physics:
NETWORKS