Inverse shape optimisation using neural network

preview_player
Показать описание
The shape optimisation of the RAE2822 aerofoil using a trained neural network model of highly parametrised geometries (NURBS) at cruise condition
  1. Kensley Balla
Рекомендации по теме
Inverse shape optimisation 0:01:00

Inverse shape optimisation using neural network

Physics Informed Neural 0:34:32

Physics Informed Neural Networks (PINNs) [Physics Informed Machine Learning]

Unlearned Neural Networks 0:50:26

Unlearned Neural Networks as Image Priors for Inverse Problems

[ACP 2020] - 0:25:53

[ACP 2020] - Inverse Design of Nanophotonic Devices using Deep Neural Networks

Poster 58. Solving 0:04:26

Poster 58. Solving Inverse Problems using Self-Supervised Deep Neural Nets

Neural Parts: Learning 0:03:30

Neural Parts: Learning Expressive 3D Shape Abstractions with Invertible Neural Networks

Joan Bruna 'Learning 1:06:30

Joan Bruna 'Learning Graph Inverse Problems with Neural Networks'

DATAIA Seminars | 1:32:36

DATAIA Seminars | Ullrich Köthe «Solving inverse problems with invertible neural networks»

IRON: Inverse Rendering 0:05:00

IRON: Inverse Rendering by Optimizing Neural SDFs and Materials From Photometric Images | CVPR 2022

Tatiana Bubba - 0:45:40

Tatiana Bubba - Deep neural networks for inverse problems with pseudodifferential operators

Martin Genzel, Solving 1:01:57

Martin Genzel, Solving Inverse Problems With Deep Neural Networks: Robustness (& Accuracy) Inclu...

Neural Parts: Learning 0:05:00

Neural Parts: Learning Expressive 3D Shape Abstractions with Invertible Neural Networks

Analyzing Inverse Problems 0:59:40

Analyzing Inverse Problems in Natural Science using Invertible Neural Networks | Ullrich Köthe

Tom Goldstein: 'What 0:50:26

Tom Goldstein: 'What do neural loss surfaces look like?'

Neural networks for 1:03:59

Neural networks for direct and inverse problems in mechanics

IQ TEST 0:00:29

IQ TEST

Physics Informed Neural 0:20:40

Physics Informed Neural Networks (PINNs): 'PyTorch' Solve Physical Systems with Deep Neura...

Machine Learning for 0:01:00

Machine Learning for Facial Recognition in Python in 60 Seconds #shorts

Extending Neural Network 0:41:28

Extending Neural Network Verification Tools to Nonlinear Systems

Differentiable Rendering is 0:04:56

Differentiable Rendering is Amazing!

Easy PINNS with 0:11:24

Easy PINNS with DeepXDE: HEAT Simulation with Deep Neural Networks

Geometry Processing with 1:25:33

Geometry Processing with Neural Fields | Guandao Yang

Adjoint State Method 0:43:27

Adjoint State Method for an ODE | Adjoint Sensitivity Analysis

Omar Ghattas - 0:52:42

Omar Ghattas - Reduced Basis Neural Network Surrogates for Bayesian Inversion and Optimal...