Quantifying HiPSC-CM Structural Organization at Scale with Deep Learning-Enhanced SarcGraph
In cardiac cells, structural organization is an important indicator of cell maturity and healthy
function. Healthy cardiomyocytes exhibit well-aligned morphology with densely packed and …
function. Healthy cardiomyocytes exhibit well-aligned morphology with densely packed and …
Machine Learning-Guided Design of Non-Reciprocal and Asymmetric Elastic Chiral Metamaterials
There has been significant recent interest in the mechanics community to design structures
that can either violate reciprocity, or exhibit elastic asymmetry or odd elasticity. While these …
that can either violate reciprocity, or exhibit elastic asymmetry or odd elasticity. While these …
Scientific Machine Learning: A Symbiosis
This editorial serves as a preface to the “Scientific Machine Learning”(SciML) special issue
of the AIMS Foundations of Data Science journal. In this piece, we contend that SciML exists …
of the AIMS Foundations of Data Science journal. In this piece, we contend that SciML exists …
Machine learning powered insights into metamaterial prediction and design
L Yuan - 2024 - search.proquest.com
There has been significant recent interest in the mechanics community to apply machine
learning methods to design and predict the properties of metamaterials. Metamaterials are …
learning methods to design and predict the properties of metamaterials. Metamaterials are …