error growth
[/ˈɛrər ɡroʊθ/]
nounpl: error growths
crescimento de erros
1. The progressive increase in the magnitude or accumulation of errors over time in computational, scientific, or measurement processes
In numerical simulations, error growth can lead to unreliable results after many iterations.
Em simulações numéricas, o crescimento de erros pode levar a resultados não confiáveis após muitas iterações.
2. The exponential or accelerating expansion of inaccuracies in systems, particularly in weather prediction and chaotic systems
The butterfly effect demonstrates how initial error growth can dramatically affect long-term forecasts.
O efeito borboleta demonstra como o crescimento inicial de erros pode afetar dramaticamente previsões de longo prazo.
3. In data analysis and machine learning, the compounding of mistakes throughout a process or model training
Researchers must control error growth to maintain model accuracy across multiple computational steps.
Os pesquisadores devem controlar o crescimento de erros para manter a precisão do modelo em várias etapas computacionais.
This is technical terminology commonly used in mathematics, physics, computer science, and meteorology. It is prevalent in Brazilian academic institutions and appears frequently in scientific publications. The concept is especially important in discussions of weather forecasting limitations and computational mathematics, reflecting the growing importance of numerical modeling in modern science.
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