Edit Profile (opens in new tab) Maulik, Romit Co-Author Distance Author ID: maulik.romit Published as: Maulik, Romit; Maulik, R. Documents Indexed: 27 Publications since 2017, including 7 Additional arXiv Preprints Co-Authors: 54 Co-Authors with 27 Joint Publications 1,522 Co-Co-Authors all top 5 Co-Authors 0 single-authored 12 San, Omer 5 Balaprakash, Prasanna 3 Lusch, Bethany 3 Mengaldo, Gianmarco 2 Jacob, Jamey D. 1 Ahmed, Mansoor 1 Ahmed, Shady E. 1 Asztalos, Katherine 1 Barwey, Shivam 1 Bhola, Sahil 1 Botsas, Themistoklis 1 Burby, Joshua W. 1 Constantinescu, Emil M. 1 Crick, Christopher 1 Dietrich, Felix 1 Duan, Jinqiao 1 Egele, Romain 1 Foster, Ian T. 1 Fukagata, Koji 1 Fukami, Kai 1 Gao, Ting 1 Graham, Michael D. 1 Hamzi, Boumediene 1 Jennings, Elise 1 Kevrekidis, Ioannis George 1 Kotamarthi, Rao 1 Lario, Andrea 1 Lin, Sen 1 Linot, Alec J. 1 Livescu, Daniel 1 Lu, Yubin 1 Madireddy, Sandeep 1 Mason, Lachlan R. 1 Mohan, Arvind T. 1 Morimoto, Masaki 1 Owhadi, Houman 1 Pan, Indranil 1 Patel, Saumil Sudhir 1 Pawar, Suraj 1 Raghavan, Krishnan 1 Ramachandra, Nesar 1 Rao, Vishwas 1 Rasheed, Adil 1 Rozza, Gianluigi 1 Sanderse, Benjamin 1 Schmidt, Oliver T. 1 Shankar, Varun 1 Sharma, Himanshu 1 Steijl, René 1 Stinis, Panos 1 Vedula, Prakash 1 Vinuesa, Ricardo 1 Viswanathan, Venkatasubramanian 1 Wang, Jiali all top 5 Serials 4 Journal of Computational Physics 4 Physica D 3 Journal of Fluid Mechanics 2 Computers and Fluids 2 Journal of Computational and Applied Mathematics 1 Computers & Mathematics with Applications 1 Applied Mathematical Modelling 1 Advances in Computational Mathematics 1 International Journal of Computational Fluid Dynamics 1 Communications in Nonlinear Science and Numerical Simulation all top 5 Fields 18 Fluid mechanics (76-XX) 8 Computer science (68-XX) 6 Numerical analysis (65-XX) 3 Partial differential equations (35-XX) 2 Dynamical systems and ergodic theory (37-XX) 2 Biology and other natural sciences (92-XX) 1 Ordinary differential equations (34-XX) 1 Statistical mechanics, structure of matter (82-XX) 1 Geophysics (86-XX) Publications by Year all cited Publications top 5 cited Publications Citations contained in zbMATH Open 16 Publications have been cited 204 times in 145 Documents Cited by ▼ Year ▼ Subgrid modelling for two-dimensional turbulence using neural networks. Zbl 1415.76405 Maulik, R.; San, O.; Rasheed, A.; Vedula, P. 35 2019 Neural network closures for nonlinear model order reduction. Zbl 1404.37101 San, Omer; Maulik, Romit 27 2018 A neural network approach for the blind deconvolution of turbulent flows. Zbl 1421.76134 Maulik, R.; San, O. 27 2017 An artificial neural network framework for reduced order modeling of transient flows. Zbl 1479.76082 San, Omer; Maulik, Romit; Ahmed, Mansoor 24 2019 Machine learning closures for model order reduction of thermal fluids. Zbl 1480.76046 San, Omer; Maulik, Romit 18 2018 Sub-grid scale model classification and blending through deep learning. Zbl 1419.76370 Maulik, Romit; San, Omer; Jacob, Jamey D.; Crick, Christopher 16 2019 Time-series learning of latent-space dynamics for reduced-order model closure. Zbl 07477434 Maulik, Romit; Mohan, Arvind; Lusch, Bethany; Madireddy, Sandeep; Balaprakash, Prasanna; Livescu, Daniel 15 2020 A stable and scale-aware dynamic modeling framework for subgrid-scale parameterizations of two-dimensional turbulence. Zbl 1390.76194 Maulik, Romit; San, Omer 13 2017 Explicit and implicit LES closures for Burgers turbulence. Zbl 1451.76063 Maulik, Romit; San, Omer 9 2018 A turbulent eddy-viscosity surrogate modeling framework for Reynolds-averaged Navier-Stokes simulations. Zbl 1521.76236 Maulik, Romit; Sharma, Himanshu; Patel, Saumil; Lusch, Bethany; Jennings, Elise 4 2021 Stabilized neural ordinary differential equations for long-time forecasting of dynamical systems. Zbl 07640581 Linot, Alec J.; Burby, Joshua W.; Tang, Qi; Balaprakash, Prasanna; Graham, Michael D.; Maulik, Romit 4 2023 Latent-space time evolution of non-intrusive reduced-order models using Gaussian process emulation. Zbl 07493969 Maulik, Romit; Botsas, Themistoklis; Ramachandra, Nesar; Mason, Lachlan R.; Pan, Indranil 4 2021 Spatiotemporally dynamic implicit large eddy simulation using machine learning classifiers. Zbl 1489.76030 Maulik, Romit; San, Omer; Jacob, Jamey D. 3 2020 A dynamic framework for functional parameterisations of the eddy viscosity coefficient in two-dimensional turbulence. Zbl 07518292 Maulik, R.; San, O. 2 2017 Neural-network learning of SPOD latent dynamics. Zbl 07578895 Lario, Andrea; Maulik, Romit; Schmidt, Oliver T.; Rozza, Gianluigi; Mengaldo, Gianmarco 2 2022 A novel dynamic framework for subgrid scale parametrization of mesoscale eddies in quasigeostrophic turbulent flows. Zbl 1391.76236 Maulik, Romit; San, Omer 1 2017 Stabilized neural ordinary differential equations for long-time forecasting of dynamical systems. Zbl 07640581 Linot, Alec J.; Burby, Joshua W.; Tang, Qi; Balaprakash, Prasanna; Graham, Michael D.; Maulik, Romit 4 2023 Neural-network learning of SPOD latent dynamics. Zbl 07578895 Lario, Andrea; Maulik, Romit; Schmidt, Oliver T.; Rozza, Gianluigi; Mengaldo, Gianmarco 2 2022 A turbulent eddy-viscosity surrogate modeling framework for Reynolds-averaged Navier-Stokes simulations. Zbl 1521.76236 Maulik, Romit; Sharma, Himanshu; Patel, Saumil; Lusch, Bethany; Jennings, Elise 4 2021 Latent-space time evolution of non-intrusive reduced-order models using Gaussian process emulation. Zbl 07493969 Maulik, Romit; Botsas, Themistoklis; Ramachandra, Nesar; Mason, Lachlan R.; Pan, Indranil 4 2021 Time-series learning of latent-space dynamics for reduced-order model closure. Zbl 07477434 Maulik, Romit; Mohan, Arvind; Lusch, Bethany; Madireddy, Sandeep; Balaprakash, Prasanna; Livescu, Daniel 15 2020 Spatiotemporally dynamic implicit large eddy simulation using machine learning classifiers. Zbl 1489.76030 Maulik, Romit; San, Omer; Jacob, Jamey D. 3 2020 Subgrid modelling for two-dimensional turbulence using neural networks. Zbl 1415.76405 Maulik, R.; San, O.; Rasheed, A.; Vedula, P. 35 2019 An artificial neural network framework for reduced order modeling of transient flows. Zbl 1479.76082 San, Omer; Maulik, Romit; Ahmed, Mansoor 24 2019 Sub-grid scale model classification and blending through deep learning. Zbl 1419.76370 Maulik, Romit; San, Omer; Jacob, Jamey D.; Crick, Christopher 16 2019 Neural network closures for nonlinear model order reduction. Zbl 1404.37101 San, Omer; Maulik, Romit 27 2018 Machine learning closures for model order reduction of thermal fluids. Zbl 1480.76046 San, Omer; Maulik, Romit 18 2018 Explicit and implicit LES closures for Burgers turbulence. Zbl 1451.76063 Maulik, Romit; San, Omer 9 2018 A neural network approach for the blind deconvolution of turbulent flows. Zbl 1421.76134 Maulik, R.; San, O. 27 2017 A stable and scale-aware dynamic modeling framework for subgrid-scale parameterizations of two-dimensional turbulence. Zbl 1390.76194 Maulik, Romit; San, Omer 13 2017 A dynamic framework for functional parameterisations of the eddy viscosity coefficient in two-dimensional turbulence. Zbl 07518292 Maulik, R.; San, O. 2 2017 A novel dynamic framework for subgrid scale parametrization of mesoscale eddies in quasigeostrophic turbulent flows. Zbl 1391.76236 Maulik, Romit; San, Omer 1 2017 all cited Publications top 5 cited Publications all top 5 Cited by 368 Authors 19 San, Omer 16 Maulik, Romit 5 Brunton, Steven L. 5 Iliescu, Traian 5 Rasheed, Adil 4 Duraisamy, Karthik 4 Pawar, Suraj 3 Ahmed, Shady E. 3 Arcucci, Rossella 3 Crommelin, Daan T. 3 Fukagata, Koji 3 Fukami, Kai 3 Guo, Yike 3 Koc, Birgul 3 Manzoni, Andrea 3 Mou, Changhong 3 Peherstorfer, Benjamin 3 Vedula, Prakash 2 Akbari, Saeed 2 Balaprakash, Prasanna 2 Beck, Andrea D. 2 Callaham, Jared L. 2 Carlberg, Kevin T. 2 Chen, Shiyi 2 Cheng, Sibo 2 Cheung, Siu Wun 2 Choi, Youngsoo 2 Copeland, Dylan Matthew 2 Dede’, Luca 2 Edeling, Wouter 2 Fresca, Stefania 2 Graham, Michael D. 2 Harlim, John 2 He, Guowei 2 Huang, Cheng 2 Huynh, Kevin 2 Jacob, Jamey D. 2 Kim, Junhyuk 2 Krämer, Boris 2 Kurz, Marius 2 Kutz, J. Nathan 2 Li, Binglin 2 Linot, Alec J. 2 Livescu, Daniel 2 Loiseau, Jean-Christophe 2 Lusch, Bethany 2 Mohebujjaman, Muhammad 2 Pain, Christopher C. 2 Portwood, Gavin D. 2 Pradhan, Aniruddhe 2 Rebholz, Leo G. 2 Schmidt, Oliver T. 2 Uy, Wayne Isaac Tan 2 Wang, Jianchun 2 Wang, Jianxun 2 Weymouth, Gabriel D. 2 Yang, Zixuan 2 Yu, Changping 2 Zhou, Zhideng 1 Abdedou, Azzedine 1 Ahmed, Mansoor 1 Allery, Cyrille 1 Alsayyari, Fahad 1 Anastasiou, Charitos 1 Ando, Kazuto 1 Angeli, Panagiota 1 Avalos-Patiño, J. E. 1 Bacchi, Raphael D. A. 1 Bai, Feng 1 Baiges, Joan 1 Baker, Justin 1 Bale, Rahul 1 Ballarin, Francesco 1 Barati Farimani, Amir 1 Barnett, Joshua 1 Barwey, Shivam 1 Bazilevs, Yuri 1 Beghein, Claudine 1 Bekemeyer, Philipp 1 Beran, Philip S. 1 Berry, Tyrus 1 Berselli, Luigi Carlo 1 Both, Gert-Jan 1 Botsas, Themistoklis 1 Bouklas, Nikolaos 1 Bourantas, George C. 1 Bucci, Michele Alessandro 1 Buchan, Andrew G. 1 Buchfink, Patrick 1 Budišić, Marko 1 Burby, Joshua W. 1 Burganos, V. N. 1 Byrne, Helen Mary 1 Cai, Weihua 1 Cao, Wenbo 1 Caulfield, Colm-Cille P. 1 Chang, Xuting 1 Chapron, Bertrand 1 Chattopadhyay, Ashesh 1 Chen, Kuangqi ...and 268 more Authors all top 5 Cited in 27 Serials 25 Journal of Fluid Mechanics 22 Journal of Computational Physics 20 Computer Methods in Applied Mechanics and Engineering 16 Computers and Fluids 11 Journal of Scientific Computing 9 Physica D 7 Computers & Mathematics with Applications 7 International Journal of Computational Fluid Dynamics 3 International Journal for Numerical Methods in Engineering 3 Applied Mathematical Modelling 2 SIAM Journal on Scientific Computing 2 Advances in Computational Mathematics 2 Communications in Nonlinear Science and Numerical Simulation 2 GAMM-Mitteilungen 2 GEM - International Journal on Geomathematics 1 Archive for Rational Mechanics and Analysis 1 Physica A 1 Physics Reports 1 Journal of Computational and Applied Mathematics 1 Mathematics and Computers in Simulation 1 Applied Numerical Mathematics 1 SIAM Review 1 ETNA. Electronic Transactions on Numerical Analysis 1 Russian Journal of Numerical Analysis and Mathematical Modelling 1 Nonlinear Dynamics 1 SIAM Journal on Applied Dynamical Systems 1 Mathematics in Engineering all top 5 Cited in 21 Fields 98 Fluid mechanics (76-XX) 56 Numerical analysis (65-XX) 44 Computer science (68-XX) 15 Partial differential equations (35-XX) 13 Dynamical systems and ergodic theory (37-XX) 9 Biology and other natural sciences (92-XX) 7 Mechanics of deformable solids (74-XX) 7 Geophysics (86-XX) 5 Statistical mechanics, structure of matter (82-XX) 5 Systems theory; control (93-XX) 4 Statistics (62-XX) 3 Quantum theory (81-XX) 2 Ordinary differential equations (34-XX) 2 Probability theory and stochastic processes (60-XX) 2 Optics, electromagnetic theory (78-XX) 1 General and overarching topics; collections (00-XX) 1 Approximations and expansions (41-XX) 1 Operator theory (47-XX) 1 Classical thermodynamics, heat transfer (80-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Information and communication theory, circuits (94-XX) Citations by Year