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Modeling and Stochastic Learning for Forecasting in High Dimensions
The chapters in this volume stress the need for advances in theoretical understanding to go hand-in-hand with the widespread practical application of forecasting in industry. Forecasting and time series prediction have enjoyed considerable attention over the last few decades, fostered by impressive advances in observational capabilities and measurement procedures. On June 5-7, 2013, an internat…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-18731-0
- Collation
- X
- Series Title
- Lecture Notes in Statistics
- Call Number
- -
Geometric Optics
This text, now in its second edition, presents the mathematical background needed to design many optical combinations that are used in astronomical telescopes and cameras. It uses a novel approach to third-order aberration theory based on Fermat’s principle and the use of particular optical paths (called stigmatic paths) instead of rays, allowing for easier derivation of third-order formulae…
- Edition
- -
- ISBN/ISSN
- 978-3-319-43731-6
- Collation
- -
- Series Title
- -
- Call Number
- 510 ROM g
A User’s Guide to Network Analysis in R
Presenting a comprehensive resource for the mastery of network analysis in R, the goal of Network Analysis with R is to introduce modern network analysis techniques in R to social, physical, and health scientists. The mathematical foundations of network analysis are emphasized in an accessible way and readers are guided through the basic steps of network studies: network conceptualization, data…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-23883-8
- Collation
- XII, 238
- Series Title
- Use R!
- Call Number
- 519.5 LUK u
Parabolic Equations in Biology : Growth, reaction, movement and diffusion
This book presents several fundamental questions in mathematical biology such as Turing instability, pattern formation, reaction-diffusion systems, invasion waves and Fokker-Planck equations. These are classical modeling tools for mathematical biology with applications to ecology and population dynamics, the neurosciences, enzymatic reactions, chemotaxis, invasion waves etc. The book presents t…
- Edition
- -
- ISBN/ISSN
- 978-3-319-19500-1
- Collation
- XII, 199 halaman
- Series Title
- Lecture Notes on Mathematical Modelling in the Life Sciences
- Call Number
- 511.8 PER p
A Modern Course in Aeroelasticity: Fifth Revised and Enlarged Edition
This book covers the basics of aeroelasticity or the dynamics of fluid-structure interaction. While the field began in response to the rapid development of aviation, it has now expanded into many branches of engineering and scientific disciplines and treat physical phenomena from aerospace engineering, bioengineering, civil engineering, and mechanical engineering in addition to drawing the atte…
- Edition
- Ed. 1
- ISBN/ISSN
- 978-3-319-09453-3
- Collation
- -
- Series Title
- Solid Mechanics and Its Applications
- Call Number
- 520 DOW m
Model Calibration and Parameter Estimation
This three-part book provides a comprehensive and systematic introduction to these challenging topics such as model calibration, parameter estimation, reliability assessment, and data collection design. Part 1 covers the classical inverse problem for parameter estimation in both deterministic and statistical frameworks, Part 2 is dedicated to system identification, hyperparameter estimation, an…
- Edition
- 1
- ISBN/ISSN
- 978-1-4939-2322-9
- Collation
- XXVIII, 621
- Series Title
- -
- Call Number
- -
Methods of Mathematical Modelling
This book presents mathematical modelling and the integrated process of formulating sets of equations to describe real-world problems. It describes methods for obtaining solutions of challenging differential equations stemming from problems in areas such as chemical reactions, population dynamics, mechanical systems, and fluid mechanics. Chapters 1 to 4 cover essential topics in ordinary dif…
- Edition
- 1
- ISBN/ISSN
- 978-3-319-23041-2
- Collation
- XVIII, 305
- Series Title
- Springer Undergraduate Mathematics Series
- Call Number
- -
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