StressNet: Deep Learning to Predict Stress With Fracture Propagation in
Brittle Materials

StressNet: Deep Learning to Predict Stress With Fracture Propagation in Brittle Materials

20 November 2020

Weihong

Cory Braker Scott

M. G. Fernández-Godino

Papers citing "StressNet: Deep Learning to Predict Stress With Fracture Propagation in Brittle Materials"

7 / 7 papers shown

Title
A Staged Deep Learning Approach to Spatial Refinement in 3D Temporal Atmospheric Transport M. G. Fernández-Godino Wai Tong Chung Akshay A. Gowardhan M. Ihme Qingkai Kong Donald D. Lucas S. Myers 66 0 0 14 Dec 2024
Spatiotemporal Predictions of Toxic Urban Plumes Using Deep Learning Yinan Wang M. G. Fernández-Godino Nipun Gunawardena Donald D. Lucas X. Yue 28 1 0 30 May 2024
Large Language Model Agent as a Mechanical Designer Yayati Jadhav A. Farimani AI4CE LLMAG 98 9 0 26 Apr 2024
Graph Neural Network for Stress Predictions in Stiffened Panels Under Uniform Loading Yuecheng Cai J. Jelovica AI4CE 37 0 0 22 Sep 2023
Image-based Artificial Intelligence empowered surrogate model and shape morpher for real-time blank shape optimisation in the hot stamping process Hao Zhou Nan Li AI4CE 34 1 0 01 Dec 2022
A generalized machine learning framework for brittle crack problems using transfer learning and graph neural networks Roberto Perera V. Agrawal AI4CE 11 9 0 22 Nov 2022
StressGAN: A Generative Deep Learning Model for 2D Stress Distribution Prediction Haoliang Jiang Zhenguo Nie Roselyn Yeo A. Farimani L. Kara GAN 45 18 0 30 May 2020