Intro to 3D Deep Learning. 3D data representation, vision tasks… | by Margaret Maynard-Reid | Towards Data Science
A deep learning approach to estimate stress distribution: a fast and accurate surrogate of finite-element analysis | Journal of The Royal Society Interface
Prediction of grain structure after thermomechanical processing of U-10Mo alloy using sensitivity analysis and machine learning surrogate model | Scientific Reports
Y+ and Grid Types - MR CFD
Quantitative Analysis of the UV–Vis Spectra for Gold Nanoparticles Powered by Supervised Machine Learning | The Journal of Physical Chemistry C
Point2Skeleton: Learning Skeletal Representations from Point Clouds
A mesh optimization method using machine learning technique and variational mesh adaptation - ScienceDirect
Deep Learning on 3D Meshes | By Paul Aurel Diederichs & Anya Fries as part of the Stanford CS224W course project | Stanford CS224W GraphML Tutorials
ISpliter: an intelligent and automatic surface mesh generator using neural networks and splitting lines | Advances in Aerodynamics | Full Text
Deciphering interaction fingerprints from protein molecular surfaces using geometric deep learning | Nature Methods
Enhancing computational fluid dynamics with machine learning | Nature Computational Science
Ansys Meshing | 2D/3D Mesh Generation and Analysis for FEA, CFD
Using CFD Multiphase Modeling to Predict Bioreactor Performance | Pharmaceutical Engineering
Mesh generation - Wikipedia
3D Object Classification and Segmentation with MeshCNN and PyTorch | by Mason McGough | Towards Data Science
Fluids | Free Full-Text | Deep Learning for Computational Hemodynamics: A Brief Review of Recent Advances
3D Object Classification | Papers With Code
A mesh optimization method using machine learning technique and variational mesh adaptation - ScienceDirect
Toward High-level Machine Learning Potential for Water Based on Quantum Fragmentation and Neural Networks | The Journal of Physical Chemistry A
Neighborhood Analysis, KD-Trees, and Octrees for Meshes and Point Clouds in Python | by Ivan Nikolov | Towards Data Science
Frontiers | Geometric Convolutional Neural Network for Analyzing Surface-Based Neuroimaging Data
Sensors | Free Full-Text | Deep Neural Network for 3D Shape Classification Based on Mesh Feature
Shape-morphing into 3D curved surfaces with nacre-like composite architectures | Science Advances
