Scientists from Dartmouth University conducted a study to determine the cause of dinosaur extinction using advanced computing methods.The study, featured in Science, used a carbon-cycle model to analyze geological and climate data around the K-Pg event 66 million years ago.Machine learning was utilized to explore over 300,000 scenarios involving carbon dioxide levels, sulfur emissions, and biological activity.Deccan Traps volcanic eruptions are suggested as a significant factor leading to the mass extinctions, with or without the asteroid impact.The study indicates that volcanic gases from Deccan Traps could have triggered a global collapse without the need for an asteroid impact.The model discerned no significant increase in gas emissions during the Chicxulub impact, challenging previous theories.The study's findings suggest the abrupt decline in organic carbon in oceans, indicating substantial species loss during the extinction event.The innovative computational method used in the study provides a new angle on the dinosaur extinction debate and offers insights into Earth's history.Earth has experienced five mass extinctions, each reshaping life on the planet and allowing for the evolution of new species.This study's methodology, focusing on parallel inversion in earth sciences models, could revolutionize the way we understand past geological events.