Suchuan Dong

Publication Activity (10 Years)

Years Active: 2002-2024
Publications (10 Years): 33

Top Topics

Extreme Learning Machine

Top Venues

J. Comput. Phys.

3DOR@Eurographics

J. Comput. Appl. Math.

Publications

Jielin Yang, Ivan C. Christov, Suchuan Dong
Phase field modeling and numerical algorithm for two-phase dielectric fluid flows. J. Comput. Phys. 514 (2024)
Yianxia Qian, Yongchao Zhang, Suchuan Dong
Error Analysis and Numerical Algorithm for PDE Approximation with Hidden-Layer Concatenated Physics Informed Neural Networks. CoRR (2024)
Jielin Yang, Suchuan Dong
A Functionally Connected Element Method for Solving Boundary Value Problems. CoRR (2024)
Jingbo Sun, Suchuan Dong, Fei Wang
Local randomized neural networks with discontinuous Galerkin methods for partial differential equations. J. Comput. Appl. Math. 445 (2024)
Suchuan Dong, Yiran Wang
A method for computing inverse parametric PDE problems with random-weight neural networks. J. Comput. Phys. 489 (2023)
Yanxia Qian, Yongchao Zhang, Yunqing Huang, Suchuan Dong
Physics-informed neural networks for approximating dynamic (hyperbolic) PDEs of second order in time: Error analysis and algorithms. J. Comput. Phys. 495 (2023)
Jielin Yang, Ivan C. Christov, Suchuan Dong
Phase Field Modeling and Numerical Algorithm for Two-Phase Dielectric Fluid Flows. CoRR (2023)
Yiran Wang, Suchuan Dong
An Extreme Learning Machine-Based Method for Computational PDEs in Higher Dimensions. CoRR (2023)
Naxian Ni, Suchuan Dong
Numerical Computation of Partial Differential Equations by Hidden-Layer Concatenated Extreme Learning Machine. J. Sci. Comput. 95 (2) (2023)
Yanxia Qian, Yongchao Zhang, Yunqing Huang, Suchuan Dong
Error Analysis of Physics-Informed Neural Networks for Approximating Dynamic PDEs of Second Order in Time. CoRR (2023)
Jingbo Sun, Suchuan Dong, Fei Wang
Local Randomized Neural Networks with Discontinuous Galerkin Methods for Partial Differential Equations. CoRR (2022)
Suchuan Dong, Jielin Yang
On computing the hyperparameter of extreme learning machines: Algorithm and application to computational PDEs, and comparison with classical and high-order finite elements. J. Comput. Phys. 463 (2022)
Naxian Ni, Suchuan Dong
Numerical Computation of Partial Differential Equations by Hidden-Layer Concatenated Extreme Learning Machine. CoRR (2022)
Suchuan Dong, Yiran Wang
A Method for Computing Inverse Parametric PDE Problems with Random-Weight Neural Networks. CoRR (2022)
Suchuan Dong, Jielin Yang
Numerical Approximation of Partial Differential Equations by a Variable Projection Method with Artificial Neural Networks. CoRR (2022)
Suchuan Dong, Zongwei Li
A modified batch intrinsic plasticity method for pre-training the random coefficients of extreme learning machines. J. Comput. Phys. 445 (2021)
Suchuan Dong, Zongwei Li
A Modified Batch Intrinsic Plasticity Method for Pre-training the Random Coefficients of Extreme Learning Machines. CoRR (2021)
Suchuan Dong, Jielin Yang
On Computing the Hyperparameter of Extreme Learning Machines: Algorithm and Application to Computational PDEs, and Comparison with Classical and High-Order Finite Elements. CoRR (2021)
Suchuan Dong, Naxian Ni
A method for representing periodic functions and enforcing exactly periodic boundary conditions with deep neural networks. J. Comput. Phys. 435 (2021)
Lianlei Lin, Naxian Ni, Zhiguo Yang, Suchuan Dong
An energy-stable scheme for incompressible Navier-Stokes equations with periodically updated coefficient matrix. J. Comput. Phys. 418 (2020)
Zhiguo Yang, Suchuan Dong
A roadmap for discretely energy-stable schemes for dissipative systems based on a generalized auxiliary variable with guaranteed positivity. J. Comput. Phys. 404 (2020)
Suchuan Dong, Naxian Ni
A Method for Representing Periodic Functions and Enforcing Exactly Periodic Boundary Conditions with Deep Neural Networks. CoRR (2020)
Yanxia Qian, Zhiguo Yang, Fei Wang, Suchuan Dong
gPAV-Based Unconditionally Energy-Stable Schemes for the Cahn-Hilliard Equation: Stability and Error Analysis. CoRR (2020)
Suchuan Dong, Zongwei Li
Local Extreme Learning Machines and Domain Decomposition for Solving Linear and Nonlinear Partial Differential Equations. CoRR (2020)
Zhiguo Yang, Suchuan Dong
A Roadmap for Discretely Energy-Stable Schemes for Dissipative Systems Based on a Generalized Auxiliary Variable with Guaranteed Positivity. CoRR (2019)
Zhiguo Yang, Suchuan Dong
An unconditionally energy-stable scheme based on an implicit auxiliary energy variable for incompressible two-phase flows with different densities involving only precomputable coefficient matrices. J. Comput. Phys. 393 (2019)
Naxian Ni, Zhiguo Yang, Suchuan Dong
Energy-stable boundary conditions based on a quadratic form: Applications to outflow/open-boundary problems in incompressible flows. J. Comput. Phys. 391 (2019)
Zhicheng Wang, Suchuan Dong, Michael S. Triantafyllou, Yiannis Constantinides, George Em Karniadakis
A stabilized phase-field method for two-phase flow at high Reynolds number and large density/viscosity ratio. J. Comput. Phys. 397 (2019)
Lianlei Lin, Zhiguo Yang, Suchuan Dong
Numerical approximation of incompressible Navier-Stokes equations based on an auxiliary energy variable. J. Comput. Phys. 388 (2019)
Zhiguo Yang, Lianlei Lin, Suchuan Dong
A family of second-order energy-stable schemes for Cahn-Hilliard type equations. J. Comput. Phys. 383 (2019)
Zhiguo Yang, Suchuan Dong
immiscible incompressible fluids: An outflow/open boundary condition and algorithm. J. Comput. Phys. 366 (2018)
Suchuan Dong
immiscible incompressible fluids: A reduction-consistent and thermodynamically-consistent formulation and associated algorithm. J. Comput. Phys. 361 (2018)
Suchuan Dong
Wall-bounded multiphase flows of N immiscible incompressible fluids: Consistency and contact-angle boundary condition. J. Comput. Phys. 338 (2017)
Afzal Godil, Helin Dutagaci, Benjamin Bustos, S. Choi, Suchuan Dong, Takahiko Furuya, H. Li, Norman Link, A. Moriyama, Rafael Meruane, Ryutarou Ohbuchi, Dietrich Paulus, Tobias Schreck, Viktor Seib, Ivan Sipiran, Huarui Yin, C. Zhang
Range Scans based 3D Shape Retrieval. 3DOR@Eurographics (2015)
Suchuan Dong, Jie Shen
A pressure correction scheme for generalized form of energy-stable open boundary conditions for incompressible flows. J. Comput. Phys. 291 (2015)
Suchuan Dong
A convective-like energy-stable open boundary condition for simulations of incompressible flows. J. Comput. Phys. 302 (2015)
Suchuan Dong
Physical formulation and numerical algorithm for simulating N immiscible incompressible fluids involving general order parameters. J. Comput. Phys. 283 (2015)
Suchuan Dong
An outflow boundary condition and algorithm for incompressible two-phase flows with phase field approach. J. Comput. Phys. 266 (2014)
Suchuan Dong, George E. Karniadakis, Chryssostomos Chryssostomidis
A robust and accurate outflow boundary condition for incompressible flow simulations on severely-truncated unbounded domains. J. Comput. Phys. 261 (2014)
Suchuan Dong
An efficient algorithm for incompressible N-phase flows. J. Comput. Phys. 276 (2014)
Suchuan Dong, Jie Shen
A time-stepping scheme involving constant coefficient matrices for phase-field simulations of two-phase incompressible flows with large density ratios. J. Comput. Phys. 231 (17) (2012)
X. Zheng, Suchuan Dong
An eigen-based high-order expansion basis for structured spectral elements. J. Comput. Phys. 230 (23) (2011)
Suchuan Dong
BDF-like methods for nonlinear dynamic analysis. J. Comput. Phys. 229 (8) (2010)
Suchuan Dong, Jie Shen
An unconditionally stable rotational velocity-correction scheme for incompressible flows. J. Comput. Phys. 229 (19) (2010)
Joseph A. Insley, Michael E. Papka, Suchuan Dong, George E. Karniadakis, Nicholas T. Karonis
Runtime Visualization of the Human Arterial Tree. IEEE Trans. Vis. Comput. Graph. 13 (4) (2007)
Bruce M. Boghosian, Peter V. Coveney, Suchuan Dong, Lucas Finn, Shantenu Jha, George E. Karniadakis, Nicholas T. Karonis
NEKTAR, SPICE and Vortonics: using federated grids for large scale scientific applications. Clust. Comput. 10 (3) (2007)
Suchuan Dong, Nicholas T. Karonis, George E. Karniadakis
Grid solutions for biological and physical cross-site simulations on the TeraGrid. IPDPS (2006)
Leopold Grinberg, Suchuan Dong, James Noble, Alexander Yakhot, George E. Karniadakis, Nicholas T. Karonis
Poster reception - Human arterial tree simulation on TeraGrid. SC (2006)
Bruce M. Boghosian, Peter V. Coveney, Suchuan Dong, Lucas Finn, Shantenu Jha, George E. Karniadakis, Nicholas T. Karonis
NEKTAR, SPICE and Vortonics: using federated grids for large scale scientific applications. CLADE (2006)
Suchuan Dong, Joseph A. Insley, Nicholas T. Karonis, Michael E. Papka, Justin Binns, George E. Karniadakis
Simulating and visualizing the human arterial system on the TeraGrid. Future Gener. Comput. Syst. 22 (8) (2006)
Suchuan Dong, George E. Karniadakis, Nicholas T. Karonis
Cross-site computations on the TeraGrid. Comput. Sci. Eng. 7 (5) (2005)
Dongbin Xiu, Spencer J. Sherwin, Suchuan Dong, George E. Karniadakis
Strong and Auxiliary Forms of the Semi-Lagrangian Method for Incompressible Flows. J. Sci. Comput. 25 (1-2) (2005)
Suchuan Dong, George E. Karniadakis
Dual-level parallelism for high-order CFD methods. Parallel Comput. 30 (1) (2004)
Suchuan Dong, George E. Karniadakis
Multilevel Parallelization Models in CFD. J. Aerosp. Comput. Inf. Commun. 1 (6) (2004)
Suchuan Dong, George E. Karniadakis
Dual-level parallelism for deterministic and stochastic CFD problems. SC (2002)