 In particular, our findings confirm that machine learning is a promising venue for devising viable solutions to the level-set method 's numerical shortcomings .
<meaning-changed>  In particular, our findings confirm that machine learning is a promising venue for devising viable solutions to the level-set method 's numerical shortcomings .
 In particular, our findings confirm that machine learning is a promising venue for reducing or removing mass loss in the level-set method 's numerical shortcomings .