Vertaile menetelmiä
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| Efektiivinen kenttäteoria× | Vegas Monte Carlo× | |
|---|---|---|
| Tieteenala | Hiukkasfysiikka | Hiukkasfysiikka |
| Menetelmäperhe | Process / pipeline | Process / pipeline |
| Syntyvuosi≠ | 1979 | 1978 |
| Kehittäjä≠ | Steven Weinberg | Peter Lepage |
| Tyyppi≠ | Model-independent approach | Adaptive sampling algorithm |
| Alkuperäislähde≠ | Weinberg, S. (1979). Baryon and lepton nonconserving processes. Physical Review Letters, 43(21), 1566. DOI ↗ | Lepage, G. P. (1978). A new algorithm for adaptive multidimensional integration. Journal of Computational Physics, 27(2), 192–203. DOI ↗ |
| Rinnakkaisnimet | EFT, effective theory, operator product expansion | VEGAS algorithm, adaptive importance sampling, multidimensional integration |
| Liittyvät | 3 | 3 |
| Tiivistelmä≠ | Effective Field Theory (EFT) is a general framework for studying physics at low energies in terms of the relevant degrees of freedom, without requiring complete knowledge of high-energy physics. By expanding in powers of energy, EFT provides model-independent parameterizations of new physics effects and systematic methods for computing precision predictions of the Standard Model. | VEGAS is an adaptive Monte Carlo algorithm for numerical integration of multidimensional functions, particularly useful for high-dimensional integrals common in particle physics calculations. By adaptively refining the sampling distribution to concentrate points in high-contribution regions, VEGAS dramatically improves integration efficiency compared to naive Monte Carlo. |
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