Machine learning meets volcano plots: Computational discovery of cross-coupli...

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The application of modern machine learning to challenges in atomistic simulation is gaining attraction. We present new machine learning models that can predict the energy of the...

Machine learning meets volcano plots: Computational discovery of cross-coupling catalysts

The application of modern machine learning to challenges in atomistic simulation is gaining attraction. We present new machine learning models that can predict the energy of the oxidative addition pro

DataCite Commons2026-03-12 更新20

Machine Learning Meets Markowitz

The standard approach to portfolio selection involves two stages: forecast the asset returns and then plug them into an optimizer. We argue that this separation is deeply problematic. The first stage

NBER2026-02-01 更新80

Replication Code: Researcher Reasoning Meets Computational Capacity: Machine Learning for Social Science

Computational power and big data have created new opportunities to explore and understand the social world. A special synergy is possible when social scientists combine human attention to certain aspe

DataONE2022-10-07 更新70

Machine learning meets volcano plots: Computational discovery of cross-coupling catalysts

DataCite Commons2026-03-12 更新00

Accelerated computational discovery and design of novel magnesium alloys by machine learning

This thesis embarked on what was, from conception, an exploration for employing data-driven methodologies to propel the field of magnesium (Mg) alloy design. Unfolding across three distinct dimensions

Monash University Figshare2026-02-11 更新00