Lists (9)
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Topology optimization 8000 for linear elastic minimum compliance with volume constraints on cartesian grids in 3D using PETSc.
PETSc-based ocde used for concurrent topopt of structure and supports for AM
This matlab code accompanies the paper "Efficient stress-constrained topology optimization using inexact design sensitivities", published in IJNME, 2021
MATLAB codes for efficient 3-D topology optimization, using multigrid CG, approximate sensitivity analysis, recycling precoditioners
A population prescreening strategy for Kriging-assisted evolutionary computation
Expected Coordinate Improvement for High-Dimensional Bayesian Optimization
Pointwise expected hypervolume improvement for expensive multi-objective optimization
An Anisotropic Expected Improvement Criterion for Kriging-Assisted Evolutionary Computation
Classical analysis of a plate loaded in the centre and simply supported in all borders by harmonic function iteration.
A Python package for Approximate Bayesian Computation
Computationally Efficient Sparse Bayesian Learning via Generalized Approximate Message Passing
ETH Zürich AI in the Sciences and Engineering Master's course 2024
Deep Transfer Learning and Time-Frequency Characteristics-Based Identification Method for Structural Seismic Response
Nigel-7 / StructGAN-PHY
Forked from wenjie-liao/StructGAN-PHYStructGAN coupled with physical analysis
Implementation of 'Physics-Informed Neural Networks for Shell Structures' (European Journal of Mechanics A)
Solve forward and inverse problems related to partial differential equations using finite basis physics-informed neural networks (FBPINNs)
Consistency-aware and inconsistency-aware graph-based multi-view clustering
Simple visualization of EM algorithm for gaussian mixture model clustering
GMC: Graph-based Multi-view Clustering (IEEE TKDE)
We introduce an innovative physics-informed LSTM framework for metamodeling of nonlinear structural systems with scarce data.
Machine Learning-based Second-order Analysis of Beam-columns through Physics-Informed Neural Networks
Official Implementation for Inference-time Scaling of Diffusion Models through Classical Search
The Brain Entropy in space and time (BEst) plug-in in the Brainstorm software