Modeling Complex Phenomena

Modeling Complex Phenomena
Title Modeling Complex Phenomena PDF eBook
Author Lui Lam
Publisher Springer Science & Business Media
Pages 315
Release 2012-12-06
Genre Science
ISBN 1461392292

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Once upon a time, science was not divided into disciplines as we know it today. There was no distinction between so-called social and natural sciences, not to mention the fragmentation of the latter into physics, chemistry, biology, geology, etc. According to legend, the scientists those days would do their research in whatever environment they happened to find comfortable, which more often than not was in bathtubs or giant hot tubs - remember Archimedes! Then, somehow, these days we find ourselves compartmentalized into different departments in our universities, or divisions in our research institutes. (We suspect, for one thing, that is to ensure that we will get our paychecks delivered on time at the end of each month. ) Anyway, as anyone who has worked in the real world knows: when one is confronted with a completely new problem or phenomenon, it is usually impossible to neatly assign the problem to physics, chemistry, or, for that matter, computer science. One needs to recall and fuse together the knowledge one learned before and, if that alone is insufficient, to consult experts in other areas. This points to the shortcomings of the compartmentalization of knowledge in our educational systems. In recent years, something has changed. Under the banner of Complex Systems, some brave souls are not afraid to tackle problems that are considered intractable by others, and dare to venture out of their trained disciplines or departments to which they are attached.

Modeling Complex Phenomena

Modeling Complex Phenomena
Title Modeling Complex Phenomena PDF eBook
Author Lui Lam
Publisher Springer
Pages 313
Release 1992-05-14
Genre Science
ISBN 9780387978215

Download Modeling Complex Phenomena Book in PDF, Epub and Kindle

Once upon a time, science was not divided into disciplines as we know it today. There was no distinction between so-called social and natural sciences, not to mention the fragmentation of the latter into physics, chemistry, biology, geology, etc. According to legend, the scientists those days would do their research in whatever environment they happened to find comfortable, which more often than not was in bathtubs or giant hot tubs - remember Archimedes! Then, somehow, these days we find ourselves compartmentalized into different departments in our universities, or divisions in our research institutes. (We suspect, for one thing, that is to ensure that we will get our paychecks delivered on time at the end of each month. ) Anyway, as anyone who has worked in the real world knows: when one is confronted with a completely new problem or phenomenon, it is usually impossible to neatly assign the problem to physics, chemistry, or, for that matter, computer science. One needs to recall and fuse together the knowledge one learned before and, if that alone is insufficient, to consult experts in other areas. This points to the shortcomings of the compartmentalization of knowledge in our educational systems. In recent years, something has changed. Under the banner of Complex Systems, some brave souls are not afraid to tackle problems that are considered intractable by others, and dare to venture out of their trained disciplines or departments to which they are attached.

Multi-scale Phenomena in Complex Fluids

Multi-scale Phenomena in Complex Fluids
Title Multi-scale Phenomena in Complex Fluids PDF eBook
Author Thomas Y. Hou
Publisher World Scientific
Pages 379
Release 2009
Genre Science
ISBN 9814273252

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Multi-Scale Phenomena in Complex Fluids is a collection of lecture notes delivered during the ªrst two series of mini-courses from "Shanghai Summer School on Analysis and Numerics in Modern Sciences," which was held in 2004 and 2006 at Fudan University, Shanghai, China. This review volume of 5 chapters, covering various fields in complex fluids, places emphasis on multi-scale modeling, analyses and simulations. It will be of special interest to researchers and graduate students who want to work in the field of complex fluids.

Modeling Complex Phenomena Using Multiscale Time Sequences

Modeling Complex Phenomena Using Multiscale Time Sequences
Title Modeling Complex Phenomena Using Multiscale Time Sequences PDF eBook
Author
Publisher
Pages 17
Release 2009
Genre
ISBN

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The purpose of the work funded by this grant was to study and model complex phenomena by using an approach that makes use of multiscale time sequences. The underlying idea is that a complex dynamical system can be better interpreted and modeled by taking into account how its dynamics behaves at different scales and how these scales relate to each other. This can be done by combining a set statistical fractal measures based on Hurst and Holder exponents, auto-regressive methods and Fourier and wavelet decomposition methods. The applications for this technology include mathematical algorithms to model and predict geophysical phenomena such as climate and weather patterns as well as biological/biomedical phenomena such as, for example, for the treatment of injured individuals.

Investigating Complex Phenomena: Bridging between Systems Thinking and Modeling in Science Education

Investigating Complex Phenomena: Bridging between Systems Thinking and Modeling in Science Education
Title Investigating Complex Phenomena: Bridging between Systems Thinking and Modeling in Science Education PDF eBook
Author Tom Bielik
Publisher Frontiers Media SA
Pages 186
Release 2023-11-15
Genre Education
ISBN 2832539017

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Understanding the complexity of the natural world and making sense of phenomena is one of the main goals of science and science education. When investigating complex phenomena, such as climate change or pandemic outbreaks, students are expected to engage in systems thinking by considering the boundaries of the investigated system, identifying the relevant components and their interactions, and exploring system attributes such as hierarchical organization, dynamicity, feedback loops, and emergence. Scientific models are tools that support students’ reasoning and understanding of complex systems, and students are expected to develop their modeling competence and to engage in the modeling process by constructing, testing, revising, and using models to explain and predict phenomena. Computational modeling tools, for example, provide students with the opportunity to explore big data, run simulations and investigate complex systems. Therefore, both systems thinking and modeling approaches are important for science education when investigating complex phenomena.

Modeling Complex Phenomena with Artificial Neural Networks

Modeling Complex Phenomena with Artificial Neural Networks
Title Modeling Complex Phenomena with Artificial Neural Networks PDF eBook
Author Jukka Vanhala
Publisher
Pages 235
Release 1998
Genre
ISBN 9789521501043

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Sociophysics

Sociophysics
Title Sociophysics PDF eBook
Author Serge Galam
Publisher Springer Science & Business Media
Pages 450
Release 2012-02-10
Genre Social Science
ISBN 1461420318

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Do humans behave much like atoms? Sociophysics, which uses tools and concepts from the physics of disordered matter to describe some aspects of social and political behavior, answers in the affirmative. But advocating the use of models from the physical sciences to understand human behavior could be perceived as tantamount to dismissing the existence of human free will and also enabling those seeking manipulative skills . This thought-provoking book argues it is just the contrary. Indeed, future developments and evaluation will either show sociophysics to be inadequate, thus supporting the hypothesis that people can primarily be considered to be free agents, or valid, thus opening the path to a radically different vision of society and personal responsibility. This book attempts to explain why and how humans behave much like atoms, at least in some aspects of their collective lives, and then proposes how this knowledge can serve as a unique key to a dramatic leap forwards in achieving more social freedom in the real world. At heart, sociophysics and this book are about better comprehending the richness and potential of our social interaction, and so distancing ourselves from inanimate atoms.