Bayesian Optimization (BO) has emerged as a powerful framework to efficiently explore and
exploit materials design spaces. To date, most BO approaches to materials design have …

The design of alloys for use in gas turbine engine blades is a complex task that involves
balancing multiple objectives and constraints. Candidate alloys must be ductile at room …

Design has become a salient part of most of the scientific and engineering tasks, embracing
a wide range of domains including real experimental settings (eg, material discovery or drug …

Multiobjective optimization is often a difficult task owing to the need to balance competing
objectives. A typical approach to handling this is to estimate a Pareto frontier in objective …

Stabilization of complex cyber-physical systems is extremely important in keeping the critical
infrastructure and the environment safe. This is, in particular, critical in coupled …

Multi-objective optimization is often a difficult task owing to the need to balance competing
objectives. A typical approach to handling this is to estimate a Pareto frontier in objective …

View Video Presentation: https://doi. org/10.2514/6.2021-1477. vid Many engineering tasks,
such as optimization, analysis, model development, model calibration, and others, can …

There is little room for debate about the position that Claude E. Shannon's Information
Theory, which he invented, has among the most prominent among the most important …

With the technological advancements made in recent years, more powerful computational
machines are built. The ability to handle large computational problems, both in terms of …