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The Fourth Paradigm: Data-Intensive Scientific Discovery and Its Modern Evolution
"The Fourth Paradigm represents a fundamental shift in scientific research, moving beyond empirical, theoretical, and computational simulation to a data-driven approach powered by massive datasets, machine learning, and advanced computing. This paradigm leverages data-intensive workflows to extract insights from petabyte-scale observations, transforming how researchers model complex phenomena across disciplines. Introduction to the Fourth Paradigm of Scientific Discovery For centuries, scientific progress advanced through three distinct historical phases. The first paradigm was empirical science, characterized by experimental observation and t..."
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