🔹 The Amazing, Autotuning Sandpile

A simple mathematical model of a sandpile shows remarkably complex behavior.

BY JORDAN ELLENBERG
🔗 http://nautil.us/issue/23/Dominoes/the-amazing-autotuning-sandpile

💲 http://pnas.org/content/113/36/10031.abstract

DebtRank as a fine example of the importance of networks & complexity in finance!

🖥 A visualization of the Hopf fibration
http://nilesjohnson.net/hopf.html?platform=hootsuite

Hopf fibration -- fibers and base

🗞 Network neuroscience

Danielle S Bassett & Olaf Sporns

🔗 http://www.nature.com/neuro/journal/v20/n3/full/nn.4502.html

📌 ABSTRACT
Despite substantial recent progress, our understanding of the principles and mechanisms underlying complex brain function and cognition remains incomplete. Network neuroscience proposes to tackle these enduring challenges. Approaching brain structure and function from an explicitly integrative perspective, network neuroscience pursues new ways to map, record, analyze and model the elements and interactions of neurobiological systems. Two parallel trends drive the approach: the availability of new empirical tools to create comprehensive maps and record dynamic patterns among molecules, neurons, #brain areas and social systems; and the theoretical framework and computational tools of modern network science. The convergence of empirical and computational advances opens new frontiers of scientific inquiry, including network dynamics, manipulation and control of brain networks, and integration of network processes across spatiotemporal domains. We #review emerging trends in #network #neuroscience and attempt to chart a path toward a better understanding of the brain as a multiscale networked system.

#سمینارهای_هفتگی گروه سیستم‌های پیچیده و علم شبکه دانشگاه شهید بهشتی

🔹دوشنبه، ۹ اسفندماه، ساعت ۴/۵ - کلاس ۴ دانشکده فیزیک دانشگاه شهید بهشتی

@carimi

“Phase Transition in Dynamic Networks”
- Fereshteh Rabbani, Physics Ph.D. candidate at SBU

Abstract
There is a long-standing belief that in signed networks with simultaneous friendly/hostile interactions there is a general tendency to a global balance. Although Balance represents a state of the network with a lack of contentious situations, real networks have always tensions. Contrary to the impression, networks transition from unbalanced and tension state to a steady state is not smooth, it’s involved abrupt change.
Since the emergence of balance occurs in zero temperature, in this work, we implemented simple dynamical rules for updating links in imbalanced triads and present an analytic mean-field solution which is exact in the limit of large network size. Previous simulations of balanced dynamics have a long history that dates back to the Antal model. Here, we present a new link-based model for the evolution of network as a function of temperature. With this dynamics, a fully connected network undergoes a first order phase transition from an unbalanced state to stability. Our solution shows that; a network falls into balanced or unbalanced absorbing state according to the initial state.

🔹Feel free to contact us: @carimi

سه‌شنبه، ۱۰ اسفندماه
ساعت ۳ الی ۴ بعداز ظهر
سالن ابن‌هیثم، دانشکده فیزیک٬ دانشگاه شهید بهشتی

🔹 http://www.uvm.edu/pdodds/teaching/courses/pocs/

⭕️ http://students.brown.edu/seeing-theory/

🔶 https://www.quantamagazine.org/20160406-brain-maps-micron-program-iarpa/

⭕️ 3 PhD grants at Aix-Marseille/Avignon on Language, Communication and the Brain

http://www.blri.fr/phd-programs.html

🔹 http://news.mit.edu/2017/income-inequality-linked-export-complexity-0217

♦️ http://www.nature.com/nature/journal/v406/n6794/full/406378a0.html

#Coursera Specializations for #Big_Data #Data_Science #Data_Mining #Machine_Learning #Genomic_algorithm

1️⃣ Master Statistics with R
Statistical mastery of data analysis including inference, modeling, and Bayesian approaches.

(Financial Aid is available for learners who cannot afford the fee.)
🔗 https://www.coursera.org/specializations/statistics?utm_medium=email&utm_source=marketing&utm_campaign=i63GIP7GEeaXhPPOxq79Gw

2️⃣ Analyze Text, Discover Patterns, Visualize Data
Solve real-world data mining challenges.

(Financial Aid is available for learners who cannot afford the fee.)
🔗 https://www.coursera.org/specializations/data-mining?utm_medium=email&utm_source=marketing&utm_campaign=i63GIP7GEeaXhPPOxq79Gw

3️⃣ Launch Your Career in Data Science
A nine-course introduction to data science, developed and taught by leading professors.

(Financial Aid is available for learners who cannot afford the fee.)
🔗 https://www.coursera.org/specializations/jhu-data-science?utm_medium=email&utm_source=marketing&utm_campaign=i63GIP7GEeaXhPPOxq79Gw

4️⃣ Unlock Value in Massive Datasets
Learn fundamental big data methods in six straightforward courses.

(Financial Aid is available for learners who cannot afford the fee.)
🔗 https://www.coursera.org/specializations/big-data?utm_medium=email&utm_source=marketing&utm_campaign=i63GIP7GEeaXhPPOxq79Gw

5️⃣ Master Algorithmic Programming Techniques
Learn algorithms through programming and advance your software engineering or data science career

(Financial Aid is available for learners who cannot afford the fee.)
🔗 https://www.coursera.org/specializations/data-structures-algorithms?utm_medium=email&utm_source=marketing&utm_campaign=i63GIP7GEeaXhPPOxq79Gw

6️⃣ Become a next generation sequencing data scientist
Master the tools and techniques at the forefront of the sequencing data revolution.

(Financial Aid is available for learners who cannot afford the fee.)
🔗 https://www.coursera.org/specializations/genomic-data-science?utm_medium=email&utm_source=marketing&utm_campaign=i63GIP7GEeaXhPPOxq79Gw

🎞 https://www.youtube.com/shared?ci=j_uMY-kdbHg

⚡️ https://blog.coursera.org/5-data-science-books-read-2017/?utm_medium=email&utm_source=marketing&utm_campaign=6GQVkP2QEeaXhPPOxq79Gw

#سمینارهای_هفتگی گروه سیستم‌های پیچیده و علم شبکه دانشگاه شهید بهشتی

🔹دوشنبه، ۱۶اسفندماه، ساعت ۴/۵ - کلاس ۴ دانشکده فیزیک دانشگاه شهید بهشتی