-
Article
Autonomous healing of fatigue cracks via cold welding
Fatigue in metals involves gradual failure through incremental propagation of cracks under repetitive mechanical load. In structural applications, fatigue accounts for up to 90% of in-service failure1,2. Preventi...
-
Article
A perspective on Bayesian methods applied to materials discovery and design
For more than two decades, there has been increasing interest in develo** frameworks for the accelerated discovery and design of novel materials that could enable promising and transformative technologies. T...
-
Article
The BAREFOOT Optimization Framework
This work presents a description of the Batch Reification/Fusion Optimization Framework (BAREFOOT). BAREFOOT is a Bayesian Optimization (BO) Framework that has been built specifically for the aim of material o...
-
Article
Materials Design Through Batch Bayesian Optimization with Multisource Information Fusion
Integrated computational materials engineering (ICME) calls for the integration of simulation tools and experiments to accelerate the development of materials. ICME approaches tend to be computationally costly...