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Nikolaos N. Vlassis

rutgers university

11H-index
35Paper Count
853Citation Count
Published Papers 11
Publication Date
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Synthesizing clay particles from scanning electron microscopy images via foundation vision models and latent space diffusion
errMaterials Characterization
IF5.5
err2026-07-30
err0
errOAAI
errSara Karimi; Joel Arun; Tyler J. Oathes; Ranuri S. Dissanayaka Mudiyanselage; Nikolaos N. Vlassis
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A large language model and denoising diffusion framework for targeted design of microstructures with commands in natural language
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2025-03-01
err1
errOAAI
errKartashov, Nikita; Vlassis, Nikolaos N.
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errSave
A Review on Data-Driven Constitutive Laws for Solids
errARCHIVES OF COMPUTATIONAL METHODS IN ENGINEERING
IF12.1
err2024-11-03
err1
PREAI
errFuhg, Jan N.; Padmanabha, Govinda Anantha; Bouklas, Nikolaos; Bahmani, Bahador; Sun, Waiching; Vlassis, Nikolaos N.; Flaschel, Moritz; Carrara, Pietro; De Lorenzis, Laura
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Synthesizing realistic sand assemblies with denoising diffusion in latent space
errINTERNATIONAL JOURNAL FOR NUMERICAL AND ANALYTICAL METHODS IN GEOMECHANICS
IF3.6
err2024-08-14
err0
errOAAI
errVlassis, Nikolaos N.; Sun, WaiChing; Alshibli, Khalid A.; Regueiro, Richard A.
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errSave
A neural kernel method for capturing multiscale high-dimensional micromorphic plasticity of materials with internal structures
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-11-01
err4
errOAAI
errXiong, Zeyu; Xiao, Mian; Vlassis, Nikolaos; Sun, Waiching
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errSave
Denoising diffusion algorithm for inverse design of microstructures with fine-tuned nonlinear material properties
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-08-01
err29
errOAAI
errVlassis, Nikolaos N.; Sun, WaiChing
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errSave
Design of experiments for the calibration of history-dependent models via deep reinforcement learning and an enhanced Kalman filter
errCOMPUTATIONAL MECHANICS
IF3.8
err2023-05-12
err8
PREAI
errVillarreal, Ruben; Vlassis, Nikolaos N.; Phan, Nhon N.; Catanach, Tommie A.; Jones, Reese E.; Trask, Nathaniel A.; Kramer, Sharlotte L. B.; Sun, WaiChing
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Geometric learning for computational mechanics Part II: Graph embedding for interpretable multiscale plasticity
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-02-01
err17
errOAAI
errVlassis, Nikolaos N.; Sun, WaiChing
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errSave
Synthesizing controlled microstructures of porous media using generative adversarial networks and reinforcement learning
errSCIENTIFIC REPORTS
IF3.9
err2022-05-31
err38
errOAAI
errNguyen, Phong C. H.; Vlassis, Nikolaos N.; Bahmani, Bahador; Sun, WaiChing; Udaykumar, H. S.; Baek, Stephen S.
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errSave
Sobolev training of thermodynamic-informed neural networks for interpretable elasto-plasticity models with level set hardening
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2021-04-01
err117
errOAAI
errVlassis, Nikolaos N.; Sun, WaiChing
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errSave
Geometric deep learning for computational mechanics Part I: anisotropic hyperelasticity
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2020-11-01
err141
errOAAI
errVlassis, Nikolaos N.; Ma, Ran; Sun, WaiChing
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
L
Laura De Lorenzis
H-index: 64 · Papers: 299
H
H. S. Udaykumar
H-index: 46 · Papers: 303
R
Reese E. Jones
H-index: 45 · Papers: 426
W
WaiChing Sun
H-index: 41 · Papers: 199
K
Khalid A. Alshibli
H-index: 40 · Papers: 196
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