1.Data security in smart manufacturing The global manufacturing sector is undergoing a digital transformation as traditional systems-reliant on physical assets such as raw materials and labor-struggle to meet demands ...1.Data security in smart manufacturing The global manufacturing sector is undergoing a digital transformation as traditional systems-reliant on physical assets such as raw materials and labor-struggle to meet demands for greater flexibility and efficiency.The integration of advanced information technology facilitates smart manufacturing(SM),which optimizes production,management,and supply chains[1].展开更多
In recent years,the growing popularity of artificial intelligence(AI),enabled by the rapid evolution of computing power and increasing accessibility of advanced algorithms,has brought transformative changes across var...In recent years,the growing popularity of artificial intelligence(AI),enabled by the rapid evolution of computing power and increasing accessibility of advanced algorithms,has brought transformative changes across various science and engineering fields,transitioning the scientific research paradigms to the AI-or data-driven era.A landmark event of this era could be the awarding of the 2024 Nobel Prizes in both Physics and Chemistry to AI pioneers John Hopfield and Geoffrey Hinton for their formulation of brain-inspired artificial neural networks,and Demis Hassabis and John Jumper for their development of AlphaFold,which predicts 3D protein structures from amino acid sequences.Chemical engineering,a widely acknowledged complex intersection of chemistry,physics,and engineering,is no exception in this transitioning era.展开更多
基金supported in part by the National Natural Science Foundation of China(62293511 and 62402256)in part by the Shandong Provincial Natural Science Foundation of China(ZR2024MF100)+1 种基金in part by the Taishan Scholars Program(tsqn202408239)in part by the Open Research Project of the State Key Laboratory of Industrial Control Technology,Zhejiang University,China(ICT2025B13).
文摘1.Data security in smart manufacturing The global manufacturing sector is undergoing a digital transformation as traditional systems-reliant on physical assets such as raw materials and labor-struggle to meet demands for greater flexibility and efficiency.The integration of advanced information technology facilitates smart manufacturing(SM),which optimizes production,management,and supply chains[1].
文摘In recent years,the growing popularity of artificial intelligence(AI),enabled by the rapid evolution of computing power and increasing accessibility of advanced algorithms,has brought transformative changes across various science and engineering fields,transitioning the scientific research paradigms to the AI-or data-driven era.A landmark event of this era could be the awarding of the 2024 Nobel Prizes in both Physics and Chemistry to AI pioneers John Hopfield and Geoffrey Hinton for their formulation of brain-inspired artificial neural networks,and Demis Hassabis and John Jumper for their development of AlphaFold,which predicts 3D protein structures from amino acid sequences.Chemical engineering,a widely acknowledged complex intersection of chemistry,physics,and engineering,is no exception in this transitioning era.
