From Data to Materials: An Active Learning-Based Cross-Scale "Synthesis-Characterization-Performance" Closed-Loop System for Extreme Environment Materials Development

Abstract

The launch of Advanced Interdisciplinary Science and Technology (AIST) responds to a critical paradigm shift in modern research, where the most profound scientific and technological challenges are inherently complex and transcend traditional disciplinary boundaries. This article articulates the foundational philosophy and urgent necessity for a dedicated platform fostering interdisciplinary synthesis. It argues that progress in frontier domains—from sustainable energy and bio-digital twins to AI-driven discovery—is increasingly contingent on the integration of diverse fields such as materials science, data analytics, engineering, ethics, and the life sciences. The article outlines AIST's role not merely as an archival publication but as a dynamic ecosystem designed to catalyze collaboration. It details the journal's commitment to a rigorous, multi-tiered peer-review process specifically tailored to evaluate the integrity and innovation of convergent research. Furthermore, it positions AIST as a vital conduit for translating integrated research into tangible societal impact, addressing global challenges through a holistic lens. The journal is presented as an essential agent in shaping the future of scientific inquiry, providing a structured and incentivized venue for the pioneering work that lies at the interfaces between disciplines.