nPINNs: Nonlocal physics-informed neural networks for a parametrized nonlocal universal Laplacian operator. Algorithms and applications von Pang, G., D'Elia, M., Parks, M., Karniadakis, G.E.

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A robust and accurate outflow boundary condition for incompressible flow simulations on severely-truncated unbounded domains von Dong, S., Karniadakis, G.E., Chryssostomidis, C.

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Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations von Raissi, M., Perdikaris, P., Karniadakis, G.E.

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Nonlinear information fusion algorithms for data-efficient multi-fidelity modelling von Perdikaris, P., Raissi, M., Damianou, A., Lawrence, N. D., Karniadakis, G. E.

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A combined direct numerical simulation–particle image velocimetry study of the turbulent near wake von DONG, S., KARNIADAKIS, G. E., EKMEKCI, A., ROCKWELL, D.

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Multi-fidelity modelling via recursive co-kriging and Gaussian-Markov random fields von Perdikaris, P., Venturi, D., Royset, J. O., Karniadakis, G. E.

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Quantifying the biophysical characteristics of Plasmodium-falciparum-parasitized red blood cells in microcirculation von Fedosov, D.A, Caswell, B, Suresh, S, Karniadakis, G.E

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Multi-fidelity modelling of mixed convection based on experimental correlations and numerical simulations von Babaee, H., Perdikaris, P., Chryssostomidis, C., Karniadakis, G. E.

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Modeling Blood Flow Circulation in Intracranial Arterial Networks: A Comparative 3D/1D Simulation Study von Grinberg, L, Cheever, E, Anor, T, Madsen, J. R, Karniadakis, G. E

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Learning functionals via LSTM neural networks for predicting vessel dynamics in extreme sea states von Del Águila Ferrandis, J, Triantafyllou, M S, Chryssostomidis, C, Karniadakis, G E

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Suppressing vortex-induced vibrations via passive means von Baek, H., Karniadakis, G.E.

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Convolutionless Nakajima-Zwanzig equations for stochastic analysis in nonlinear dynamical systems von Venturi, D., Karniadakis, G. E.

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A spectral viscosity method for correcting the long-term behavior of POD models von Sirisup, S., Karniadakis, G.E.

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Multi-fidelity Gaussian process regression for prediction of random fields von Parussini, L., Venturi, D., Perdikaris, P., Karniadakis, G.E.

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On the effect of spacing on the vortex-induced vibrations of two tandem cylinders von Papaioannou, G.V., Yue, D.K.P., Triantafyllou, M.S., Karniadakis, G.E.

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A robotic Intelligent Towing Tank for learning complex fluid-structure dynamics von Fan, D, Jodin, G, Consi, T R, Bonfiglio, L, Ma, Y, Keyes, L R, Karniadakis, G E, Triantafyllou, M S

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Modeling Soft Tissue Damage and Failure Using a Combined Particle/Continuum Approach von Rausch, M. K., Karniadakis, G. E., Humphrey, J. D.

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MECHANISMS ON TRANSVERSE MOTIONS IN TURBULENT WALL FLOWS von Karniadakis, G.E, Choi, Kwing-So

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A phase-field method for 3D simulation of two-phase heat transfer von Zheng, X, Babaee, H, Dong, S, Chryssostomidis, C, Karniadakis, G E

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Elimination of vortex streets in bluff-body flows von Dong, S, Triantafyllou, G S, Karniadakis, G E

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