Engineering Simulations As Scientific Instruments A Pattern Language PDF Download
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Author | : Susan Stepney |
Publisher | : Springer |
Total Pages | : 355 |
Release | : 2018-11-01 |
Genre | : Computers |
ISBN | : 3030019381 |
Download Engineering Simulations as Scientific Instruments: A Pattern Language Book in PDF, ePub and Kindle
This book describes CoSMoS (Complex Systems Modelling and Simulation), a pattern-based approach to engineering trustworthy simulations that are both scientifically useful to the researcher and scientifically credible to third parties. This approach emphasises three key aspects to this development of a simulation as a scientific instrument: the use of explicit models to capture the scientific domain, the engineered simulation platform, and the experimental results of running simulations; the use of arguments to provide evidence that the scientific instrument is fit for purpose; and the close co-working of domain scientists and simulation software engineers. In Part I the authors provide a managerial overview: the rationale for and benefits of using the CoSMoS approach, and a small worked example to demonstrate it in action. Part II is a catalogue of the core patterns. Part III lists more specific “helper” patterns, showing possible routes to a simulation. Finally Part IV documents CellBranch, a substantial case study developed using the CoSMoS approach.
Author | : Andrew Adamatzky |
Publisher | : Springer |
Total Pages | : 407 |
Release | : 2019-04-16 |
Genre | : Technology & Engineering |
ISBN | : 303015792X |
Download From Astrophysics to Unconventional Computation Book in PDF, ePub and Kindle
This Festschrift is a tribute to Susan Stepney’s ideas and achievements in the areas of computer science, formal specifications and proofs, complex systems, unconventional computing, artificial chemistry, and artificial life. All chapters were written by internationally recognised leaders in computer science, physics, mathematics, and engineering. The book shares fascinating ideas, algorithms and implementations related to the formal specification of programming languages and applications, behavioural inheritance, modelling and analysis of complex systems, parallel computing and non-universality, growing cities, artificial life, evolving artificial neural networks, and unconventional computing. Accordingly, it offers an insightful and enjoyable work for readers from all walks of life, from undergraduate students to university professors, from mathematicians, computers scientists and engineers to physicists, chemists and biologists.
Author | : Maciej Paszynski |
Publisher | : Springer Nature |
Total Pages | : 722 |
Release | : 2021-06-09 |
Genre | : Computers |
ISBN | : 3030779807 |
Download Computational Science – ICCS 2021 Book in PDF, ePub and Kindle
The six-volume set LNCS 12742, 12743, 12744, 12745, 12746, and 12747 constitutes the proceedings of the 21st International Conference on Computational Science, ICCS 2021, held in Krakow, Poland, in June 2021.* The total of 260 full papers and 57 short papers presented in this book set were carefully reviewed and selected from 635 submissions. 48 full and 14 short papers were accepted to the main track from 156 submissions; 212 full and 43 short papers were accepted to the workshops/ thematic tracks from 479 submissions. The papers were organized in topical sections named: Part I: ICCS Main Track Part II: Advances in High-Performance Computational Earth Sciences: Applications and Frameworks; Applications of Computational Methods in Artificial Intelligence and Machine Learning; Artificial Intelligence and High-Performance Computing for Advanced Simulations; Biomedical and Bioinformatics Challenges for Computer Science Part III: Classifier Learning from Difficult Data; Computational Analysis of Complex Social Systems; Computational Collective Intelligence; Computational Health Part IV: Computational Methods for Emerging Problems in (dis-)Information Analysis; Computational Methods in Smart Agriculture; Computational Optimization, Modelling and Simulation; Computational Science in IoT and Smart Systems Part V: Computer Graphics, Image Processing and Artificial Intelligence; Data-Driven Computational Sciences; Machine Learning and Data Assimilation for Dynamical Systems; MeshFree Methods and Radial Basis Functions in Computational Sciences; Multiscale Modelling and Simulation Part VI: Quantum Computing Workshop; Simulations of Flow and Transport: Modeling, Algorithms and Computation; Smart Systems: Bringing Together Computer Vision, Sensor Networks and Machine Learning; Software Engineering for Computational Science; Solving Problems with Uncertainty; Teaching Computational Science; Uncertainty Quantification for Computational Models *The conference was held virtually.
Author | : Luis G. Nardin |
Publisher | : Springer Nature |
Total Pages | : 180 |
Release | : |
Genre | : |
ISBN | : 3031610342 |
Download Multi-Agent-Based Simulation XXIV Book in PDF, ePub and Kindle
Author | : Leonardo Trujillo |
Publisher | : Springer Nature |
Total Pages | : 272 |
Release | : 2023-03-11 |
Genre | : Computers |
ISBN | : 9811984603 |
Download Genetic Programming Theory and Practice XIX Book in PDF, ePub and Kindle
This book brings together some of the most impactful researchers in the field of Genetic Programming (GP), each one working on unique and interesting intersections of theoretical development and practical applications of this evolutionary-based machine learning paradigm. Topics of particular interest for this year ́s book include powerful modeling techniques through GP-based symbolic regression, novel selection mechanisms that help guide the evolutionary process, modular approaches to GP, and applications in cybersecurity, biomedicine and program synthesis, as well as papers by practitioner of GP that focus on usability and real-world results. In summary, readers will get a glimpse of the current state of the art in GP research.
Author | : Masoud Fakhimi |
Publisher | : Springer Nature |
Total Pages | : 359 |
Release | : |
Genre | : |
ISBN | : 3031599993 |
Download Hybrid Modeling and Simulation Book in PDF, ePub and Kindle
Author | : F. Susan Wong |
Publisher | : Frontiers Media SA |
Total Pages | : 270 |
Release | : 2022-03-28 |
Genre | : Medical |
ISBN | : 2889748235 |
Download Immunopathology of Type 1 Diabetes Book in PDF, ePub and Kindle
Author | : Takushi Tanaka |
Publisher | : CRC Press |
Total Pages | : 838 |
Release | : 1997-01-30 |
Genre | : Computers |
ISBN | : 9789056995249 |
Download Industrial and Engineering Applications or Artificial Intelligence and Expert Systems Book in PDF, ePub and Kindle
This volume includes the proceedings from Proceedings of the Ninth International Conference Fukuoka, Japan, June 4-7, 1996. This work represents a broad spectrum of new ideas in the field of applied artificial intelligence and expert systems, and serves to disseminate information regarding intelligent methodologies and their implementation in solving various problems in industry and engineering.
Author | : |
Publisher | : |
Total Pages | : 1310 |
Release | : 1964 |
Genre | : Science |
ISBN | : |
Download U.S. Government Research Reports Book in PDF, ePub and Kindle
Author | : |
Publisher | : |
Total Pages | : 456 |
Release | : 1995 |
Genre | : Aeronautics |
ISBN | : |
Download Scientific and Technical Aerospace Reports Book in PDF, ePub and Kindle
Lists citations with abstracts for aerospace related reports obtained from world wide sources and announces documents that have recently been entered into the NASA Scientific and Technical Information Database.