menu
techminis

A naukri.com initiative

google-web-stories
Home

>

ML News

>

Data Fusio...
source image

Arxiv

1w

read

164

img
dot

Image Credit: Arxiv

Data Fusion of Deep Learned Molecular Embeddings for Property Prediction

  • Data-driven approaches such as deep learning can result in predictive models for material properties with exceptional accuracy and efficiency.
  • To address the limitations of sparse datasets and weak correlations between properties, the authors propose a data fusion technique.
  • By combining the learned molecular embeddings from single-task models, the fused, multi-task models outperform standard multi-task models.
  • The experimental results demonstrate the enhanced prediction capabilities of the fused models for data-limited properties.

Read Full Article

like

9 Likes

For uninterrupted reading, download the app