Edit Profile (opens in new tab) Bouklas, Nikolaos Co-Author Distance Author ID: bouklas.nikolaos Published as: Bouklas, Nikolaos; Bouklas, N. Documents Indexed: 19 Publications since 2015, including 6 Additional arXiv Preprints Co-Authors: 24 Co-Authors with 19 Joint Publications 691 Co-Co-Authors all top 5 Co-Authors 0 single-authored 9 Fuhg, Jan Niklas 6 Kadeethum, Teeratorn 4 Ballarin, Francesco 4 Choi, Youngsoo 4 O’Malley, Daniel 4 Yoon, Hongkyu 3 Fau, Amelie 3 Marino, Michele 2 Ang, Ida 2 Curtin, W. A. 2 Hui, Chung-Yuen 2 Sakar, Mahmut Selman 2 Viswanathan, Hari S. 1 Hamel, Craig M. 1 Huang, Rui 1 Johnson, Kyle L. 1 Jones, Reese E. 1 Kalogeris, Ioannis 1 Karmarkar, Ashwini 1 Kim, Jaemin 1 Landis, Chad M. 1 Lee, Jonghyun 1 Liu, Zezhou 1 Wriggers, Peter all top 5 Serials 3 Computer Methods in Applied Mechanics and Engineering 2 ZAMM. Zeitschrift für Angewandte Mathematik und Mechanik 1 International Journal of Engineering Science 1 Journal of Computational Physics 1 Journal of the Mechanics and Physics of Solids 1 International Journal for Numerical Methods in Engineering 1 European Journal of Mechanics. A. Solids 1 GEM - International Journal on Geomathematics 1 AMM. Applied Mathematics and Mechanics. (English Edition) 1 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences all top 5 Fields 9 Mechanics of deformable solids (74-XX) 3 Numerical analysis (65-XX) 3 Computer science (68-XX) 3 Geophysics (86-XX) 2 Partial differential equations (35-XX) 1 Fluid mechanics (76-XX) 1 Biology and other natural sciences (92-XX) Publications by Year all cited Publications top 5 cited Publications 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 cited Publications top 5 cited Publications 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 all top 5 Cited in 16 Serials 29 Computer Methods in Applied Mechanics and Engineering 8 Computational Mechanics 5 European Journal of Mechanics. A. Solids 4 Acta Mechanica 4 International Journal for Numerical Methods in Engineering 3 Proceedings of the Royal Society of London. A. Mathematical, Physical and Engineering Sciences 2 International Journal of Engineering Science 2 AMM. Applied Mathematics and Mechanics. (English Edition) 1 Journal of Computational Physics 1 Journal of Fluid Mechanics 1 Meccanica 1 ZAMM. Zeitschrift für Angewandte Mathematik und Mechanik 1 Communications in Computational Physics 1 Mathematical Geosciences 1 Numerical Mathematics: Theory, Methods and Applications 1 GEM - International Journal on Geomathematics all top 5 Cited in 10 Fields 53 Mechanics of deformable solids (74-XX) 20 Computer science (68-XX) 12 Biology and other natural sciences (92-XX) 10 Numerical analysis (65-XX) 8 Fluid mechanics (76-XX) 6 Geophysics (86-XX) 3 Statistical mechanics, structure of matter (82-XX) 2 General and overarching topics; collections (00-XX) 2 Partial differential equations (35-XX) 2 Operations research, mathematical programming (90-XX) Citations by Year