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Author ID: bouklas.nikolaos Recent zbMATH articles by "Bouklas, Nikolaos"
Published as: Bouklas, Nikolaos; Bouklas, N.

Publications by Year

Citations contained in zbMATH Open

11 Publications have been cited 88 times in 65 Documents Cited by Year
The mixed deep energy method for resolving concentration features in finite strain hyperelasticity. Zbl 07517152
Fuhg, Jan N.; Bouklas, Nikolaos
20
2022
A nonlinear, transient finite element method for coupled solvent diffusion and large deformation of hydrogels. Zbl 1349.74130
Bouklas, Nikolaos; Landis, Chad M.; Huang, Rui
16
2015
Model-data-driven constitutive responses: application to a multiscale computational framework. Zbl 07411518
Fuhg, Jan Niklas; Böhm, Christoph; Bouklas, Nikolaos; Fau, Amelie; Wriggers, Peter; Marino, Michele
16
2021
On physics-informed data-driven isotropic and anisotropic constitutive models through probabilistic machine learning and space-filling sampling. Zbl 1507.74551
Fuhg, Jan N.; Bouklas, Nikolaos
14
2022
Local approximate Gaussian process regression for data-driven constitutive models: development and comparison with neural networks. Zbl 1507.65182
Fuhg, Jan N.; Marino, Michele; Bouklas, Nikolaos
11
2022
Modular machine learning-based elastoplasticity: generalization in the context of limited data. Zbl 07665587
Fuhg, Jan Niklas; Hamel, Craig M.; Johnson, Kyle; Jones, Reese; Bouklas, Nikolaos
5
2023
Data-driven reduced order modeling of poroelasticity of heterogeneous media based on a discontinuous Galerkin approximation. Zbl 1480.65260
Kadeethum, Teeratorn; Ballarin, Francesco; Bouklas, Nikolaos
2
2021
Coupled flow and deformation fields due to a line load on a poroelastic half space: effect of surface stress and surface bending. Zbl 1472.74024
Liu, Zezhou; Bouklas, Nikolaos; Hui, Chung-Yuen
1
2020
A model for cellular mechanotransduction and contractility at finite strain. Zbl 07776931
Bouklas, N.; Sakar, M. S.; Curtin, W. A.
1
2018
Deep convolutional Ritz method: parametric PDE surrogates without labeled data. Zbl 07712702
Fuhg, J. N.; Karmarkar, A.; Kadeethum, T.; Yoon, H.; Bouklas, N.
1
2023
Enhancing phenomenological yield functions with data: challenges and opportunities. Zbl 1510.74012
Fuhg, Jan Niklas; Fau, Amélie; Bouklas, Nikolaos; Marino, Michele
1
2023
Modular machine learning-based elastoplasticity: generalization in the context of limited data. Zbl 07665587
Fuhg, Jan Niklas; Hamel, Craig M.; Johnson, Kyle; Jones, Reese; Bouklas, Nikolaos
5
2023
Deep convolutional Ritz method: parametric PDE surrogates without labeled data. Zbl 07712702
Fuhg, J. N.; Karmarkar, A.; Kadeethum, T.; Yoon, H.; Bouklas, N.
1
2023
Enhancing phenomenological yield functions with data: challenges and opportunities. Zbl 1510.74012
Fuhg, Jan Niklas; Fau, Amélie; Bouklas, Nikolaos; Marino, Michele
1
2023
The mixed deep energy method for resolving concentration features in finite strain hyperelasticity. Zbl 07517152
Fuhg, Jan N.; Bouklas, Nikolaos
20
2022
On physics-informed data-driven isotropic and anisotropic constitutive models through probabilistic machine learning and space-filling sampling. Zbl 1507.74551
Fuhg, Jan N.; Bouklas, Nikolaos
14
2022
Local approximate Gaussian process regression for data-driven constitutive models: development and comparison with neural networks. Zbl 1507.65182
Fuhg, Jan N.; Marino, Michele; Bouklas, Nikolaos
11
2022
Model-data-driven constitutive responses: application to a multiscale computational framework. Zbl 07411518
Fuhg, Jan Niklas; Böhm, Christoph; Bouklas, Nikolaos; Fau, Amelie; Wriggers, Peter; Marino, Michele
16
2021
Data-driven reduced order modeling of poroelasticity of heterogeneous media based on a discontinuous Galerkin approximation. Zbl 1480.65260
Kadeethum, Teeratorn; Ballarin, Francesco; Bouklas, Nikolaos
2
2021
Coupled flow and deformation fields due to a line load on a poroelastic half space: effect of surface stress and surface bending. Zbl 1472.74024
Liu, Zezhou; Bouklas, Nikolaos; Hui, Chung-Yuen
1
2020
A model for cellular mechanotransduction and contractility at finite strain. Zbl 07776931
Bouklas, N.; Sakar, M. S.; Curtin, W. A.
1
2018
A nonlinear, transient finite element method for coupled solvent diffusion and large deformation of hydrogels. Zbl 1349.74130
Bouklas, Nikolaos; Landis, Chad M.; Huang, Rui
16
2015
all top 5

Cited by 193 Authors

8 Bouklas, Nikolaos
6 Fuhg, Jan Niklas
4 Abueidda, Diab W.
4 Koric, Seid
4 Zhang, Hongwu
4 Zheng, Yonggang
3 Bai, Jinshuai
3 Gu, Yuantong
3 Kadeethum, Teeratorn
3 Kalina, Karl A.
3 Kästner, Markus
3 Wang, Jianhua
3 Ye, Hongfei
2 Alzubaidi, Laith
2 Brummund, Jörg
2 de Lorenzis, Laura
2 Feng, Yuan
2 Flaschel, Moritz
2 Gao, Wei
2 Gupta, Ashish
2 He, Junyan
2 Hui, Chung-Yuen
2 Jasiuk, Iwona
2 Kumar, Siddhant
2 Liu, Zezhou
2 Marino, Michele
2 Rezaei, Shahed
2 Sobh, Nahil Atef
2 Sun, WaiChing
2 Vlassis, Nikolaos N.
2 Wu, Di
1 Al-Rub, Rashid Abu
1 Aldakheel, Fadi
1 Arash, Behrouz
1 As’ad, Faisal
1 Bahtiri, Betim
1 Bain, Nicolas
1 Ballarin, Francesco
1 Batuwatta-Gamage, Chanaka
1 Bessa, Miguel A.
1 Bugelnig, Katrin
1 Cai, Zhenwei
1 Čanađija, Marko
1 Cao, Ba Trung
1 Chadha, Charul
1 Chen, XiaoQian
1 Chernysh, Irina N.
1 Cui, Junzhi
1 Cyron, Christian Johannes
1 Dalziel, Stuart B.
1 Darvishi, Ali
1 Darwin, Ethan C.
1 Dekhovich, Aleksandr
1 Deng, Feng
1 Diao, Yu
1 Diehl, Martin
1 Dong, Han
1 Du, Yiming
1 Dufresne, Eric R.
1 Elsayed, Elsayed S.
1 Escande, Maxime
1 Etzold, Merlin A.
1 Farhat, Charbel H.
1 Faroughi, Shirko
1 Fau, Amelie
1 Feng, Xiqiao
1 Fortune, George T.
1 Garcia-Gonzalez, Daniel
1 Gong, Jianping
1 Gonzalez-Saiz, Ernesto
1 Goraya, Shoaib A.
1 Guan, Xiaofei
1 Guleryuz, Erman
1 Gussone, Joachim
1 Hamel, Craig M.
1 Han, Yuchao
1 Harandi, Ali
1 He, Dongjing
1 He, Rui
1 Hirayama, Norio
1 Holzapfel, Gerhard Alfred
1 Hu, Guohui
1 Hu, Yuhang
1 Huyghe, Jacques M.
1 Jagota, Anand
1 James, Kai A.
1 Jeong, Hyogu
1 Ji, Ruirui
1 Jiang, Shan
1 Johnson, Kyle L.
1 Jones, Reese E.
1 Joshi, Akshay
1 Jux, Maximilian
1 Karmarkar, Ashwini
1 Karniadakis, George Em
1 Kerfriden, Pierre
1 Kiefer, Björn
1 Kiyama, Ryuji
1 Kuhl, Ellen
1 Kuok, Sin-Chi
...and 93 more Authors

Citations by Year