Everything about Computer simulation
Process of mathematical modelling, performed on a computer
Computer simulation is the running of a mathematical model on a computer, the model being designed to represent the behaviour of, or the outcome of, a real-world or physical system. The reliability of some mathematical models can be determined by comparing their results to the real-world outcomes they aim to predict. Computer simulations have become a useful tool for the mathematical modeling of many natural systems in physics, astrophysics, climatology, chemistry, biology and manufacturing, as well as human systems in economics, psychology, social science, health care and engineering. Simulation of a system is represented as the running of the system's model. It can be used to explore and gain new insights into new technology and to estimate the performance of systems too complex for analytical solutions. Wikipedia →
🧭 Start here: a 6-step reading path
- Read the overview: Computer simulationA 5-minute orientation
- Skim a recent paper: Multiphysics Simulation Methods in Computer GraphicsInfluential work since 2022
- Pick up a classic book: Neural Information ProcessingThe most-reprinted book on the subject
- Read the landmark paper: A Computer Movie Simulating Urban Growth in the Detroit RegionCited 7,717 times
- Go sideways: Network traffic simulationA closely related topic
- Go sideways: Dynamical system simulationA closely related topic
📖 Definitions
Noun A computer model.
🗂️ The subject at a glance
🏆 Landmark papers (most cited)
A Computer Movie Simulating Urban Growth in the Detroit Region
Computer simulation of local order in condensed phases of silicon
Theoretical Basis, Experimental Design, and Computerized Simulation of Synergism and Antagonism in Drug Combination Studies
A computer simulation method for the calculation of equilibrium constants for the formation of physical clusters of molecules: Application to small water clusters
🆕 Influential since 2022
📚 Books worth reading
Neural Information ProcessingTingwen Huang · 2012
L'anomalieHervé Le Tellier · 2020- 📕A Modular Finite-Element model (MODFE) for areal and axisymmetric ground-water-flow problemsL. J. Torak · 1992
Bio-inspired Computing : Theories and ApplicationsCheng He, Hongwei Mo · 2014
Software TechnologiesAndreas Holzinger, Jorge Cardoso · 2014
Basic econometricsDamodar N. Gujarati · 1978
School financeAllan Odden, Allan R Odden · 1992
Algorithms to Live ByBrian Christian, Tom Griffiths · 2016
Ranked by number of editions on Open Library, a rough measure of how lasting a book is.
🔗 Related topics
- Network traffic simulation Network traffic simulation is a process used in telecommunications engineering to measure the efficiency of a communications network. Telecommunications…
- Dynamical system simulation Dynamical system simulation or dynamic system simulation is the use of a computer program to model the time-varying behavior of a dynamical system. The…
- List of computer simulation software The following is a list of notable computer simulation software. Advanced Simulation Library - open-source hardware accelerated multiphysics simulation…
- Process simulation Process simulation is used for the design, development, analysis, and optimization of technical process of simulation of processes such as: chemical plants…
- Stochastic simulation A stochastic simulation is a simulation of a system that has variables that can change stochastically (randomly) with individual probabilities. Realizations…
- Gillespie algorithm In probability theory and computational science, the Gillespie algorithm, also known as the stochastic simulation algorithm (SSA), is a method for generating…
- Simulation A simulation is an imitative representation of a process or system that could exist in the real world. In this broad sense, simulation can often be used…
- Virtual cell A virtual cell is a computational model of aspects of a biological cell, for the purposes of in silico research. Developing such models has been a task…