Fig. 3: Comparison of the proposed UQ-AL framework with a passive learning method.
From: Data-driven modeling of dislocation mobility from atomistics using physics-informed machine learning
The uncertainty measure of predictions for nodal displacement as a function of the (a) active (AL) and (b) passive learning (PL) iterations.
