LibGuides: Mathematical Models and Computer Simulation: Essentials

Journals

Advances in Applied Mathematics Interdisciplinary in its coverage, Advances in Applied Mathematics is dedicated to the publication of original and survey articles on rigorous methods and results in applied mathematics.
Applied Mathematical Modelling Applied Mathematical Modelling focuses on research related to the mathematical modelling of engineering and environmental processes, manufacturing, and industrial systems. A significant emerging area of research activity involves multiphysics processes, and contributions in this area are particularly encouraged.
Applied Mathematics and Computation Applied Mathematics and Computation addresses work at the interface between applied mathematics, numerical computation, and applications of systems – oriented ideas to the physical, biological, social, and behavioral sciences, and emphasizes papers of a computational nature focusing on new algorithms, their analysis and numerical results.
International Journal of Modelling and Simulation The International Journal of Modelling and Simulation (IJMS) is a worldwide peer-reviewed journal in the field of modelling and simulations. It welcomes technical papers on new developments and their implications, papers on applications of existing techniques in science and engineering, survey papers on the state-of-the art, as well as short communications on current events.
Journal of Defense Modeling & Simulation *Available By Request The Journal of Defense Modeling and Simulation: Applications, Methodology, Technology (JDMS) is a journal devoted to advancing the practice, science, and art of modeling and simulation as it relates to the military and defense. Topics include: warfighting, training, test and evaluation, command and control, aerospace, peacekeeping, non-traditional missions, and homeland security, simulation design techniques, and federation construction process, simulation techniques, synthetic natural environment modeling, multi-resolution techniques, and High Level Architecture.
Journal of DoD Research & Engineering The Journal of DoD Research & Engineering (JDR&E) publishes scientific innovations, commentary, and cutting-edge research from the R&E Communities of Interest (CoI). The JDR&E provides a venue for researchers, scientists, and engineers working in our labs on limited and classified projects the opportunity to gain peer-reviewed status for their work. Through its print and online versions, the JDR&E publishes those papers that are most influential in their fields, or across fields, that will significantly advance scientific understanding. Selected papers should present novel and broadly important data, syntheses, or concepts that merit recognition by the wider DoD S&T CoI and address the need to collaborate and share information, recognizing valued contributions from our research community, while reducing the information made available to the public.
Journal of Statistical Computation and Simulation Journal of Statistical Computation and Simulation ( JSCS ) publishes significant and original work in areas of statistics which are related to or dependent upon the computer. Fields covered include computer algorithms related to probability or statistics, studies in statistical inference by means of simulation techniques, and implementation of interactive statistical systems.
Mathematics and Computers in Simulation The aim of the journal is to provide an international forum for the dissemination of up-to-date information in the fields of the mathematics and computers, in particular (but not exclusively) as they apply to the dynamics of systems, their simulation and scientific computation in general. Published material ranges from short, concise research papers to more general tutorial articles.
Simulation Simulation's coverage includes the modelling and simulation of: computer networking and communications, high performance computers, real-time systems, mobile and intelligent agents, simulation software, and language design, system engineering and design, aerospace, traffic systems, microelectronics, robotics, mechatronics, and air traffic and chemistry, physics, biology, medicine, biomedicine, sociology, and cognition
Simulation Modelling Practice and Theory The journal Simulation Modelling Practice and Theory provides a forum for original, high-quality papers dealing with any aspect of systems simulation and modelling. The journal aims at being a reference and a powerful tool to all those professionally active and/or interested in the methods and applications of simulation.

Databases

Association for Computing Machinery (ACM) Digital Library The Association for Computing Machinery (ACM) is an international learned society for computing, and it is the world's largest scientific and education computing society. This digital library offers full text of every article published by ACM and bibliographic citations from major publishers related to computing.
Computing Research Repository Through a partnership of ACM, the arXiv.org e-print archive, and NCSTRL (Networked Computer Science Technical Reference Library), the online Computing Research Repository (CoRR) was established. CoRR allows researchers to search, browse and download papers through its online repository.
DSIAC-Distributed Modeling & Simulation Tools Modeling & Simulation (M&S) tools in the Defense Systems Information Analysis Center (DSIAC) repository are typically developed by Government organizations and then managed by DSIAC for distribution to qualified users. DSIAC provides the DoD community with a variety of M&S tool services including; model distribution, expert advice, training, update notification, and user forums.
MathSciNet Includes access to the full text of IEEE content published since 1988 witSearchable database of mathematical reviews, abstracts and bibliographic information.h select content published since 1893 from: IEEE journals, transactions, and magazines, including early access documents; IEEE conference proceedings; IET journals; IET conference proceedings; IEEE published standards; IEEE Standards Dictionary Online. Also includes access to AbstractPlus records and select full text published since 2005 from VDE VERLAG conference
Organization for Computational Neurosciences Model Databases Provides links to databases of mathematical models related to neuroscience.
SpringerLink As part of Springer Nature, SpringerLink delivers fast access to the depth and breadth of our online collection of journals, eBooks, reference works and protocols across a vast range of subject disciplines.

Websites

Army Modelling and Simulation Office (AMSO) Office IS TO develop the strategy and policy for the Army Modeling and Simulation Enterprise and executes effective governance and resource management through leadership and synchronization with a focus on the Army enterprise and cross-community areas across the Joint, Intergovernment, Interagency, and Multinational environments.
Computer Science Online ComputerScienceOnline.org is an in-depth website for potential and current students considering a career with computers, software engineering, and more.
ComputerWorld This is wesbite covers all new and emerging aspects of computers.
Digital Engineering, Modeling and Simulation (DEM&S) DEM&S is responsible for advancing activities involving systems engineering, digital engineering (DE), and modeling and simulation (M&S).
DOD Modelling and Simulation Coordination Office The Department of Defense (DoD) Modeling and Simulation Coordination Office (M&SCO) is the focal point for coordinating all matters regarding modeling and simulation across the DoD for the Undersecretary of Defense (Acquisition, Technology and Logistics) (USD(AT&L)).
MIT OpenCourseWare MIT OpenCourseWare (OCW) is a web-based publication of virtually all MIT course content, including courses pertaining to Fluid Mechanics and Hydrodynamics; Human Factors; Mathematical Models and Computer Simulation; and Systems Engineering. OCW is open and available to the world and is a permanent MIT activity.
National Technical Information Service (NTIS) Largest central resource for government-funded scientific, technical, engineering, and business related information available.
Stanford University Course on Statistical Learning Free online introductory course on supervised learning, with a focus on regression and classification methods. The syllabus includes: linear and polynomial regression, logistic regression and linear discriminant analysis; cross-validation and the bootstrap, model selection and regularization methods (ridge and lasso); nonlinear models, splines and generalized additive models; tree-based methods, random forests and boosting; support-vector machines. Some unsupervised learning methods are discussed: principal components and clustering (k-means and hierarchical).

Books

Click the Books & eBooks tab above to see even more books.

Introduction to Modeling and Simulation by Mark W. Spong This new introductory-level textbook provides thirteen self-contained chapters, each covering an important topic in engineering systems modeling and simulation. The importance of such a topic cannot be overstated; modeling and simulation will only increase in importance in the future as computational resources improve and become more powerful and accessible, and as systems become more complex. This resource is a wonderful mix of practical examples, theoretical concepts, and experimental sessions that ensure a well-rounded education on the topic.
Call Number: Digital Copy Available from O'Reilly Learning (formerly Safari)
ISBN: 9781119982883
Publication Date: 2023-02-13
Simulation and Wargaming by Charles Turnitsa (Editor); Curtis Blais (Editor); Andreas Tolk (Editor) Based on the insights of experts in both domains, Simulation and Wargaming comprehensively explores the intersection between computer simulation and wargaming. This book shows how the practice of wargaming can be augmented and provide more detail-oriented insights using computer simulation, particularly as the complexity of military operations and the need for computational decision aids increases.
Call Number: Digital Copy Available from O'Reilly Learning (formerly Safari)
ISBN: 9781119604785
Publication Date: 2022-02-15

Professional Associations

American Mathematical Society (AMS) To further the interests of mathematical research, scholarship and education, serving the national and international community through publications, meetings, advocacy and other programs.
Computer Research Association CRA’s mission is to enhance innovation by joining with industry, government and academia to strengthen research and advanced education in computing. CRA executes this mission by leading the computing research community, informing policymakers and the public, and facilitating the development of strong, diverse talent in the field.
International Association for the Engineering Modelling, Analysis & Simulation Community (NAFEMS) NAFEMS, the only dedicated International Association for the Engineering Modelling, Analysis & Simulation Community, is a not-for-profit organisation established in 1983 which focuses on the practical application of numerical engineering simulation techniques such as the Finite Element Method for Structural Analysis (FEA), Computational Fluid Dynamics (CFD) & Multibody Simulation. NAFEMS has a long history of providing training courses, webinars, seminars, conferences & online publications that are individually tailored to offer engineers of all skill levels the right tools to improve their professional status.
Mathematical Association of America The Mathematical Association of America is the largest professional society that focuses on mathematics accessible at the undergraduate level. Our members include university, college, and high school teachers; graduate and undergraduate students; pure and applied mathematicians; computer scientists; statisticians; and many others in academia, government, business, and industry.
National Training & Simulation Association (NTSA) NTSA provides the training, simulation, related support systems, and training services industries a focused, formal organization to represent and promote their business interests in the market place. NTSA also fosters relationships between the training industry, planners, and acquisition agencies regarding requirements, procurement issues, and policies.
Society for Industrial and Applied Mathmatics (SIAM) SIAM exists to ensure the strongest interactions between mathematics and other scientific and technological communities through membership activities, publication of journals and books, and conferences.
Society for Modeling & Simulation International (SCS) SCS is the world’s premier professional society devoted to modeling and simulation (M&S). We serve individuals and organizations in more than 150 countries around the world. Our membership includes individuals from industry, government and academia whose interests span all aspects of M&S.

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