Concepedia

Concept

simulation

Variants

Simulation Techniques, Simulations, Simulation Theory

Parents

41.9K

Publications

2.1M

Citations

101K

Authors

9.9K

Institutions

Computational Simulation Paradigm

1964 - 1989

During this period, computational simulation solidified as a central research paradigm, uniting optimization, physics-based modeling, and experimental design. The approach emphasized probabilistic search methods to explore large solution spaces, while molecular-level simulations unveiled microscopic structure and dynamics inaccessible to experiment. A formal emphasis on treating computer models as expensive experiments fostered calibration, surrogate modeling, and uncertainty quantification, enabling cross-disciplinary progress.

Parallel Monte Carlo Simulation

1990 - 1996

Accelerated Long-Timescale Simulation

1997 - 2003

Open-Source Reproducible Simulation Ecosystem

2004 - 2010

Extensible Simulation Platforms

2011 - 2017

Surrogate-Driven Digital Twin Simulation

2018 - 2024