Everything about Mathematical model
Description of a system using mathematical concepts and language
A mathematical model is an abstract description of a concrete system using mathematical concepts and language. The process of developing a mathematical model is termed mathematical modeling. Mathematical models are used in many fields, including applied mathematics, natural sciences, social sciences and engineering. In particular, the field of operations research studies the use of mathematical modelling and related tools to solve problems in business or military operations. A model may help to characterize a system by studying the effects of different components, which may be used to make predictions about behavior or solve specific problems. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Mathematical modelA 5-minute orientation
- Skim a recent paper: Global impact of the first year of COVID-19 vaccination: a mathematical modelling studyInfluential work since 2022
- Pick up a classic book: Introductory Mathematical AnalysisThe most-reprinted book on the subject
- Read the landmark paper: A new mathematical model for relative quantification in real-time RT-PCRCited 30,416 times
- Go sideways: Nonlinear systemA closely related topic
- Go sideways: Differential equationA closely related topic
📖 Definitions
Noun An abstract mathematical representation of a process, device or concept using a number of variables to represent inputs, outputs and internal states, and sets of equations and inequalities to describe their interaction.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
A new mathematical model for relative quantification in real-time RT-PCR
Mathematical model of sarcoidosis
Mathematical analysis of COVID-19 via new mathematical model
Mathematical Model for Littoral Drift
Mathematical model of chronic pancreatitis
Mathematical Model for Erodible Channels
A mathematical model for DNA
Mathematical Model for Piping
🆕 Influential since 2022
Global impact of the first year of COVID-19 vaccination: a mathematical modelling study
Mathematical discoveries from program search with large language models
Mathematical Model for Malaria Disease Transmission
Mathematical Model for the Generalized VRP Model
Mathematical Analysis of Fractal-Fractional Mathematical Model of COVID-19
📚 Books worth reading
Introductory Mathematical AnalysisErnest F. Haeussler, Richard S. Paul · 1973
Mathematics with applicationsMargaret L. Lial, Thomas W. Hungerford · 1974
Marketing metricsPaul Farris · 2007
Time Series AnalysisGeorge E. P. Box, Gwilym M. Jenkins · 1970
Mathematical methods for physicistsGeorge B. Arfken, Hans J. Weber · 1966
Weapons of Math DestructionCathy O'Neil · 2016
The fractal geometry of natureBenoît B. Mandelbrot, Josep Maria Llosa · 1982
Mathematical structures for computer scienceJudith L. Gersting · 1982
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
- Nonlinear system In mathematics and science, a nonlinear system (or a non-linear system) is a system in which the change of the output is not proportional to the change…
- Differential equation In mathematics, a differential equation is an equation that relates one or more unknown functions and their derivatives. In applications, the functions…
- Control theory Control theory is a field of control engineering and applied mathematics that deals with the control of dynamical systems. The aim is to develop a model…
- Partial differential equation In mathematics, a partial differential equation (PDE) is an equation which involves a multivariable function and one or more of its partial derivatives…
- Nonlinearity (disambiguation) Look up nonlinear or nonlinearity in Wiktionary, the free dictionary. Nonlinearity is a property of mathematical functions or data that cannot be graphed…
- Nonlinear filter In signal processing, a nonlinear filter is a filter whose output is not a linear function of its input. That is, if the filter outputs signals R and S…
- Nonlinear system identification System identification is a method of identifying or measuring the mathematical model of a system from measurements of the system inputs and outputs. The…
- Inverse problem An inverse problem in science is the process of calculating from a set of observations the causal factors that produced them: for example, calculating…