computational robustness
[/ˌkɒmpjuːˈteɪʃənəl roʊˈbʌstnəs/]
nounfemininepl: robustez computacionais
robustez computacional
1. The ability of a computational system, algorithm, or program to function correctly and maintain performance under adverse conditions, errors, or unexpected inputs without failing or producing erroneous results.
The computational robustness of the machine learning model was tested by introducing noise to the training data.
A robustez computacional do modelo de aprendizado de máquina foi testada introduzindo ruído aos dados de treinamento.
2. The capacity of numerical algorithms to produce accurate results despite rounding errors, floating-point precision limitations, or ill-conditioned input data.
Researchers focused on improving computational robustness to handle edge cases in scientific simulations.
Os pesquisadores se concentraram em melhorar a robustez computacional para lidar com casos extremos em simulações científicas.
3. The resilience of a software system to continue operating effectively when subjected to system failures, resource constraints, or malformed data.
The framework was designed with computational robustness in mind to ensure reliability in production environments.
O framework foi projetado com robustez computacional em mente para garantir confiabilidade em ambientes de produção.
This is a technical term prevalent in computer science, software engineering, and data science communities in both Brazil and the USA. In Brazilian universities and tech companies, the term is increasingly used as English-Portuguese code-switching occurs frequently in technical documentation. The concept is critical in discussions about AI reliability, cybersecurity, and scientific computing across both cultures.
Related Idioms & Phrases
stress-test the robustness
built-in robustness
push the limits of robustness
test computational robustness to the breaking point
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