12 papers · ranked by Valyu relevance
Jaroslaw Krzywanski, Marcin Sosnowski, Karolina Grabowska, Anna Zylka + 3 more
'Anna Zylka' 'Lukasz Lasek' 'Agnieszka Kijo-Kleczkowska' 'Bongju Kim'] This paper provides a comprehensive review of recent advancements in computational methods for modeling, simulation, and optimization of complex systems in materials engineering, mechanical engineering, and energy systems. We identified key trends…
Jeannette M. Wing
Computational thinking will influence everyone in every field of endeavour. This vision poses a new educational challenge for our society, especially for our children. In thinking about computing, we need to be attuned to the three drivers of our field: science, technology and society. Accelerating technological…
Peter V. Coveney, Roger R. Highfield
Title: Highlights 1. • When machine learning is applied in ignorance of fundamental laws of nature, it is likely to deliver unreliable answers. 2. • With his colleagues, Peter Coveney has described the computational algorithms best suited for deployment on exascale architectures. 3. • In the exascale era, we will…
Clare Horsman, Susan Stepney, Rob C. Wagner, Viv Kendon
Computing is a high-level process of a physical system. Recent interest in non-standard computing systems, including quantum and biological computers, has brought this physical basis of computing to the forefront. There has been, however, no consensus on how to tell if a given physical system is acting as a computer or…
Lorenzo Magnani
Eco-cognitive computationalism sees computation in context, exploiting the ideas developed in those projects that have originated the recent views on embodied, situated, and distributed cognition. Turing’s original intellectual perspective has already clearly depicted the evolutionary emergence in humans of…
Rafał Brociek, Józef Szczotka, Mariusz Pleszczyński, Francesca Nanni + 4 more
'Christian Napoli' 'Andrea Murari' 'Teddy Craciunescu' 'Ivan Wyss'] The article presents research on the application of computed tomography with an incomplete dataset to the problem of examining the internal structure of walls. The case of incomplete information in computed tomography often occurs in various…
Falco C. M. J. M. van Delft, Giulia Ipolitti, Dan V. Nicolau Jr, Ayyappasamy Sudalaiyadum Perumal + 4 more
On-chip network-based computation, using biological agents, is a new hardware-embedded approach which attempts to find solutions to combinatorial problems, in principle, in a shorter time than the fast, but sequential electronic computers. This analytical review starts by describing the underlying mathematical…
Mehmet Karakose, Ugur Cigdem
DNA (deoxyribonucleic acid) computing that is a new computation model based on DNA molecules for information storage has been increasingly used for optimization and data analysis in recent years. However, DNA computing algorithm has some limitations in terms of convergence speed, adaptability, and effectiveness. In…
Konrad Hinsen, Daniel Katz
Most of today’s scientific research relies on computers and software for processing scientific information. Examples of such computer-aided research are the analysis of experimental data or the simulation of phenomena based on theoretical models. With the rapid increase of computational power, scientific software has…
Edward A. Lee
“Rationality” in Simon's “bounded rationality” is the principle that humans make decisions on the basis of step-by-step (algorithmic) reasoning using systematic rules of logic to maximize utility. “Bounded rationality” is the observation that the ability of a human brain to handle algorithmic complexity and large…
Iman Rahimi, Amir H. Gandomi, Mohammad Reza Nikoo, Mohsen Mousavi + 1 more
'Fang Chen'] Many real-world optimization problems, particularly engineering ones, involve constraints that make finding a feasible solution challenging. Numerous researchers have investigated this challenge for constrained single- and multi-objective optimization problems. In particular, this work extends the boundary…
Zhipeng Gui, Manzhu Yu, Chaowei Yang, Yunfeng Jiang + 8 more
'Jizhe Xia' 'Qunying Huang' 'Kai Liu' 'Zhenlong Li' 'Mohammed Anowarul Hassan' 'Baoxuan Jin' 'M. Sohel Rahman'] Dust storm has serious disastrous impacts on environment, human health, and assets. The developments and applications of dust storm models have contributed significantly to better understand and predict the…