Australian Laureate Fellowships - Grant ID: FL210100017

纳米级--相互作用使未来的功能材料更加强大。传统的晶体化学已不能满足现代工业基础--新型功能材料的发展要求。该计划旨在通过将一种新的策略引入实验和理论研究来克服这一挑战，以改变我们对材料中纳米级结构和化学特征的理解和应用。该计划预计将建立新的晶体化学，其中包括纳米级相互作用信息和深度机器学习，以提高材料性能的可预测性。该计划的潜在成果包括提高革命性材料开发的能力，从而保持澳大利亚在创新技术方面的领先地位，使学术界和工业界受益。

Nanoscale-interactions making future functional materials more powerful . Traditional crystal chemistry can no longer meet the demands for development of new functional materials - the foundation of modern industry. The program aims to overcome this challenge by introducing a new strategy into experimental and theoretical research to transform our understanding and application of nanoscale structural and chemical features in materials. The program expects to build new crystal chemistry that includes nanoscale-interaction information and deep machine-learning to improve the predictability of material properties. Potential outcomes of the program include enhanced capacity for revolutionary materials development thus keeping Australia's leading position in innovative technology, benefiting academia and industry.