Isea Raúl, Can Data-Driven Hypotheses Replace the Scientific Method?, Journal of Big Data Research, Volume 1, Issue 3, 2023, Pages 12-19, ISSN 2768-0207, https://doi.org/10.14302/issn.2768-0207.jbr-23-4753.
(https://oapgroup.org/jbr/article/2015)
Abstract: The rapid growth of data and scientific journals has led to the promotion of data-based hypotheses. Data-driven hypotheses can also be used to establish new scientific laws or confirm existing ones, demonstrating the foundation of this philosophy. To introduce this idea, this article presents a Python-based computational algorithm that can generate system dynamics equations without using working hypotheses.
Keywords: Data driven Hypothesis; Data; Scientific method; van der Pol; Covid-19.