Denoising diffusion algorithm for inverse design of microstructures with
fine-tuned nonlinear material properties

Denoising diffusion algorithm for inverse design of microstructures with fine-tuned nonlinear material properties

24 February 2023

Nikolaos N. Vlassis

Papers citing "Denoising diffusion algorithm for inverse design of microstructures with fine-tuned nonlinear material properties"

12 / 12 papers shown

Title
GrainPaint: A multi-scale diffusion-based generative model for microstructure reconstruction of large-scale objects Nathan Hoffman Cashen Diniz Dehao Liu T. Rodgers Anh Tran Mark Fuge AI4CE DiffM 46 0 0 18 Feb 2025
A Large Language Model and Denoising Diffusion Framework for Targeted Design of Microstructures with Commands in Natural Language Nikita Kartashov Nikolaos N. Vlassis DiffM AI4CE 20 1 0 22 Sep 2024
Conditional score-based diffusion models for solving inverse problems in mechanics Agnimitra Dasgupta Harisankar Ramaswamy Javier Murgoitio-Esandi Ken Foo Runze Li Qifa Zhou Brendan Kennedy Assad A. Oberai DiffM MedIm 37 2 0 19 Jun 2024
A review on data-driven constitutive laws for solids J. Fuhg G. A. Padmanabha N. Bouklas B. Bahmani WaiChing Sun Nikolaos N. Vlassis Moritz Flaschel P. Carrara L. Lorenzis AI4CE AILaw 23 32 0 06 May 2024
Physics-Informed Diffusion Models Jan-Hendrik Bastek WaiChing Sun D. Kochmann DiffM AI4CE 47 10 0 21 Mar 2024
Generative Inverse Design of Metamaterials with Functional Responses by Interpretable Learning Wei Chen Rachel Sun Doksoo Lee Carlos M. Portela Wei Chen AI4CE 29 3 0 08 Dec 2023
Deep Learning in Deterministic Computational Mechanics L. Herrmann Stefan Kollmannsberger AI4CE PINN 35 0 0 27 Sep 2023
Multi-plane denoising diffusion-based dimensionality expansion for 2D-to-3D reconstruction of microstructures with harmonized sampling Kang-Hyun Lee G. Yun DiffM 10 9 0 27 Aug 2023
Data-Driven Design for Metamaterials and Multiscale Systems: A Review Doksoo Lee Wei-Neng Chen Liwei Wang Yu-Chin Chan Wei Chen AI4CE 22 78 0 01 Jul 2023
Diffusion model based data generation for partial differential equations Rucha Apte Sheel Nidhan Rishikesh Ranade Jay Pathak DiffM 52 6 0 19 Jun 2023
Synthesizing realistic sand assemblies with denoising diffusion in latent space Nikolaos N. Vlassis WaiChing Sun K. Alshibli R. Regueiro DiffM 17 6 0 07 Jun 2023
Data-driven discovery of interpretable causal relations for deep learning material laws with uncertainty propagation Xiao Sun B. Bahmani Nikolaos N. Vlassis WaiChing Sun Yanxun Xu CML AI4CE 63 26 0 20 May 2021