Researchers have developed FunctionalAgent, an automated system designed to create new functionals for multiconfiguration pair-density functional theory (MC-PDFT). This agentic system breaks down the complex process of functional development into distinct sub-tasks, including dataset creation, calculation, and fitting. The system successfully developed two new functionals, MC26 and COF26, which demonstrated improved accuracy on benchmark datasets compared to existing methods. AI
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IMPACT Introduces an automated agentic system for scientific discovery, potentially accelerating research in computational chemistry and related fields.
RANK_REASON This is a research paper detailing a new methodology and resulting functionals for a specific scientific domain. [lever_c_demoted from research: ic=1 ai=0.7]