1953-1577 CARNEGIE MELLON SOLICITATION ON TOPICS INFORMING NEW PROGRAM AREAS– TARGETED TOPIC A: EXTREMELY DURABLE CONCRETE AND CEMENTITIOUS MATERIALS PROJECT TITLE ''INTEGRATED DESIGN OF ULTRADURABLE, LOW CO2 ALTERNATIVE BINDER SYSTEMS VIA MACHINE LEARNING'' THE TEAM WILL DESIGN CHEMICAL ADMIXTURES FOR BLENDED CEMENTS, OPTIMIZED TO EXCEED ARPA-E’S DEFINED PERFORMANCE METRICS, USING A NOVEL HIERARCHICAL MACHINE-LEARNING ALGORITHM TO DEVELOP FORMULATIONS OF SUPERPLASTICIZERS AND SET-CONTROLLING ADMIXTURES.

Carnegie Mellon University, Pittsburgh PA

Investigators