A review on the recent applications of deep learning in predictive drug toxicological studies

K Sinha, N Ghosh, PC Sil - Chemical Research in Toxicology, 2023 - ACS Publications
Drug toxicity prediction is an important step in ensuring patient safety during drug design
studies. While traditional preclinical studies have historically relied on animal models to …

A finite element-convolutional neural network model (FE-CNN) for stress field analysis around arbitrary inclusions

M Rezasefat, JD Hogan - Machine Learning: Science and …, 2023 - iopscience.iop.org
This study presents a data-driven finite element-machine learning surrogate model for
predicting the end-to-end full-field stress distribution and stress concentration around an …