The progress in multiscale optimal design techniques have demonstrated their significant utility in scientific and engineering applications, such as materials design 1,2, protein structure design 3,4 ...

As the global energy landscape shifts and sustainability becomes crucial, the offshore oil and gas sector confronts significant challenges and opportunities. This paper addresses the issues of energy ...