deterministic models
[/ˌdɛtərˈmɪnɪstɪk ˈmɑdəlz/]
nounpl: deterministic models
modelos determinísticos
1. Mathematical or computational representations of systems where outputs are completely determined by initial conditions and parameters, with no randomness or variability involved
Deterministic models assume that if you know all the inputs, you can predict the exact output with certainty.
Modelos determinísticos assumem que se você conhecer todas as entradas, pode prever a saída exata com certeza.
2. In science and engineering, models that produce the same result every time when given identical starting conditions
Physics often uses deterministic models to describe the motion of objects.
A física frequentemente usa modelos determinísticos para descrever o movimento de objetos.
3. Predictive frameworks used in various disciplines that exclude probabilistic or stochastic elements
Climate scientists compare deterministic models with probabilistic approaches to forecast weather patterns.
Cientistas do clima comparam modelos determinísticos com abordagens probabilísticas para prever padrões climáticos.
This is a technical term primarily used in academic, scientific, and engineering contexts in both Brazil and the United States. In Brazilian universities, particularly in engineering and natural sciences departments, deterministic models are foundational teaching concepts. The term reflects the influence of Newtonian physics and classical mathematics in education systems across Portuguese and English-speaking countries.
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