EXTENDED ABSTRACT: The “Data+Knowledge” dual-driven new paradigm of materials R&D is an innovative support for the Intelligent and high-quality development of materials industry. In particular, data is a core component of the new materials R&D infrastructure, and standardised ‘data factories’ adapted with artificial intelligence to integrate common disruptive technologies in the ffeld of genetic engineering of materials are irreplaceable infrastructures that drive paradigm change. The on-the-ffy autonomous closed-loop pattern based on ‘standardised material big data + artiffcial intelligence’ is an innovative example of a paradigm transformation. It releases the full potential of data through a strong combination of standardised data and AI technology, and leads the international leadership. The team has developed an on-the-ffy autonomous closed-loop intelligent ‘data factory’ prototype at Shanghai Jiao Tong University, relying on the genetically engineered materials common subversive technologies and synchrotron radiation. This report presents the progress of the ‘On-the-Fly High-Throughput Experimental “Data Factory” and the typical application cases in material discovery and development.

Keywords: Materials Data Standards; "Data Factory"; MGE common subversive technologies; on-the-ffy research approach.