Frontiers | Applications and Techniques for Fast Machine Learning in Science
ISpliter: an intelligent and automatic surface mesh generator using neural networks and splitting lines | Advances in Aerodynamics | Full Text
Sensors | Free Full-Text | Deep Neural Network for 3D Shape Classification Based on Mesh Feature
A mesh optimization method using machine learning technique and variational mesh adaptation - ScienceDirect
Intro to 3D Deep Learning. 3D data representation, vision tasks… | by Margaret Maynard-Reid | Towards Data Science
Geometrical defect detection for additive manufacturing with machine learning models - ScienceDirect
Y+ and Grid Types - MR CFD
Shape-morphing into 3D curved surfaces with nacre-like composite architectures | Science Advances
Toward High-level Machine Learning Potential for Water Based on Quantum Fragmentation and Neural Networks | The Journal of Physical Chemistry A
A mesh optimization method using machine learning technique and variational mesh adaptation - ScienceDirect
Frontiers | Geometric Convolutional Neural Network for Analyzing Surface-Based Neuroimaging Data
Neighborhood Analysis, KD-Trees, and Octrees for Meshes and Point Clouds in Python | by Ivan Nikolov | Towards Data Science
Sensors | Free Full-Text | Deep Neural Network for 3D Shape Classification Based on Mesh Feature
Mesh generation - Wikipedia
Why Ansys Meshing is Important for Structural FEA & CFD Design
Predicting stress, strain and deformation fields in materials and structures with graph neural networks | Scientific Reports
Quantitative Analysis of the UV–Vis Spectra for Gold Nanoparticles Powered by Supervised Machine Learning | The Journal of Physical Chemistry C
3D surface reconstruction of cellular cryo-soft X-ray microscopy tomograms using semisupervised deep learning | PNAS
ISpliter: an intelligent and automatic surface mesh generator using neural networks and splitting lines | Advances in Aerodynamics | Full Text
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
Deciphering interaction fingerprints from protein molecular surfaces using geometric deep learning | Nature Methods
Deep learning in cortical surface-based neuroimage analysis: a systematic review - ScienceDirect
