2 papers
eess.SP2026
Spatial Thickness Mapping in Heterogeneous Plate Using Wave Physics-Informed Regression
Amanda Beck, Harsha Vardhan Tetali, Michael MacIsaac +4
Traditional guided wave methods for structural health monitoring typically assume uniform material properties, which limit their ability to characterize heterogeneous structures wi…
cond-mat.mes-hall2024
A Genetic Algorithm Trained Machine-Learned Interatomic Potential for the Silicon-Carbon System
Michael MacIsaac, Salil Bavdekar, Douglas Spearot +1
A linear regression-based machine learned interatomic potential (MLIP) was developed for the silicon-carbon system. The MLIP was predominantly trained on structures discovered thro…