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Investigation of the critical levels and catastrophes in the complex systems of different nature is useful and perspective. Mathematical modeling and analysis is presented for revealing and investigation of the phenomena and critical levels…

适应与自组织系统 · 物理学 2017-04-06 Ivan V. Kazachkov

Currently it is widely accepted that the language of science is mathematics. This book explores an alternative idea where the future of science is based on the language of algorithms and programs. How such a language can actually be…

计算机科学中的逻辑 · 计算机科学 2020-11-06 Garry Pantelis

The solution to science's replication crisis is a new ecosystem in which scientists sell what they learn from their research. In each pairwise transaction, the information seller makes (loses) money if he turns out to be correct…

经济学 · 定量金融 2016-09-13 Bruce Knuteson

Software developers commonly rely on platforms like Stack Overflow for problem-solving and learning. However, academic research is an untapped resource that could greatly benefit industry practitioners. The challenge lies in connecting the…

软件工程 · 计算机科学 2025-05-26 Sahar Farzanehpour , Swetha Rajeev , Huayu Liang , Ritvik Prabhu , Chris Brown

Students of Computer Science often wonder when, exactly, one can apply a greedy algorithm to a problem, and when one must use the more complicated and time-consuming techniques of dynamic programming. This paper argues that the existing…

数据结构与算法 · 计算机科学 2020-11-20 Eugene Callahan , Robert Murphy , Anas Elghafari

For a variety of inter-related cultural, organizational, and political reasons, progress in climate science and the actual solution of scientific problems in this field have moved at a much slower rate than would normally be possible. Not…

物理与社会 · 物理学 2012-10-09 Richard S. Lindzen

This paper debates the contribution of Econophysics to the economic or financial domains. Since the traditional approach performed by Economics or Finance has revealed to be insufficient in fully characterizing and explaining the…

综合金融 · 定量金融 2010-06-28 Sonia R. Bentes

There is a general need of elaborating energy-effective solutions for managing our increasingly dense interconnected world. The problem should be tackled in multiple dimensions -technology, society, economics, law, regulations, and…

The emergence of "big data" offers unprecedented opportunities for not only accelerating scientific advances but also enabling new modes of discovery. Scientific progress in many disciplines is increasingly enabled by our ability to examine…

计算机与社会 · 计算机科学 2017-07-03 Vasant G. Honavar , Mark D. Hill , Katherine Yelick

The core of scientific research is turning new ideas into reality. From the school science fair to the search for the secrets of dark energy, high-quality research consists of scientific investigation constrained within the scope of a…

The global financial system can be represented as a large complex network in which banks, hedge funds and other financial institutions are interconnected to each other through visible and invisible financial linkages. Recently, a lot of…

风险管理 · 定量金融 2018-04-11 Fabio Caccioli , Paolo Barucca , Teruyoshi Kobayashi

Social computing encompasses the mechanisms through which people interact with computational systems: crowdsourcing systems, ranking and recommendation systems, online prediction markets, citizen science projects, and collaboratively edited…

计算机与社会 · 计算机科学 2020-07-08 Yiling Chen , Arpita Ghosh , Michael Kearns , Tim Roughgarden , Jennifer Wortman Vaughan

Social and behavioral interventions are a critical tool for governments and communities to tackle deep-rooted societal challenges such as homelessness, disease, and poverty. However, real-world interventions are almost always plagued by…

人工智能 · 计算机科学 2018-03-15 Bryan Wilder

The small-world phenomenon has been already the subject of a huge variety of papers, showing its appeareance in a variety of systems. However, some big holes still remain to be filled, as the commonly adopted mathematical formulation…

统计力学 · 物理学 2009-11-07 Vito Latora , Massimo Marchiori

The ascent of scaling in artificial intelligence research has revolutionized the field over the past decade, yet it presents significant challenges for academic researchers, particularly in computational social science and critical…

计算机与社会 · 计算机科学 2025-04-24 Bolun Zhang , Yang Shen , Linzhuo Li , Yu Ji , Di Wu , Tongyu Wu , Lianghao Dai

The smartification of industries is marked by the development of cyber-physical systems, interfaces, and intelligent software featuring knowledge models, empirical real-time data, and feedback-loops. This brings up new requirements and…

人机交互 · 计算机科学 2018-07-13 Peter Müller , Jan-Hendrik Passoth

This review paper focuses on enhancing organizational economic sustainability through process optimization and human capital effective management utilizing the soft systems methodology (SSM) approach which offers a holistic approach for…

理论经济学 · 经济学 2025-11-12 Wadim Strielkowski , Evgeny Kuzmin , Arina Suvorova , Natalya Nikitina , Olga Gorlova

We present an overview of current academic curricula for Scientific Computing, High-Performance Computing and Data Science. After a survey of current academic and non-academic programs across the globe, we focus on Canadian programs and…

计算机与社会 · 计算机科学 2019-01-17 Marcelo Ponce , Erik Spence , Daniel Gruner , Ramses van Zon

Scientific research requires taking risks, as the most cautious approaches are unlikely to lead to the most rapid progress. Yet much funded scientific research plays it safe and funding agencies bemoan the difficulty of attracting…

物理与社会 · 物理学 2024-02-28 Kevin Gross , Carl T. Bergstrom

The field of weather and climate science is at a pivotal moment, defined by the dual forces of unprecedented technological advancement. While a shifting research and employment landscape has created career uncertainty, leading to a…

大气与海洋物理 · 物理学 2025-10-27 Gan Zhang , Zhuo Wang , Kevin A Reed , Lucas M Harris