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Investigating and Mitigating Failure Modes in Physics-Informed Neural Networks (PINNs)
41861 3031 Pages:1240-1269 -
High-Order Unified Gas-Kinetic Scheme
45938 3296 Pages:951-979 -
Solving Time Dependent Fokker-Planck Equations via Temporal Normalizing Flow
308990 3594 Pages:401-423 -
A Consensus-Based Global Optimization Method with Adaptive Momentum Estimation
47297 3061 Pages:1296-1316 -
Multi-Resolution Method Based on Riemann Solvers for Detonation and Deflagration in High Dimension
44645 3332 Pages:1385-1410 -
Solving Allen-Cahn and Cahn-Hilliard Equations Using the Adaptive Physics Informed Neural Networks
59575 3990 Pages:930-954 -
An Adaptive Surrogate Modeling Based on Deep Neural Networks for Large-Scale Bayesian Inverse Problems
67487 3473 Pages:2180-2205 -
A Modified Multiple Matching Method Based on Equipoise Pseudomulti-Channel Filter and Huber Norm
49057 4518 Pages:498-517 -
A Monotone Finite Volume Scheme with Fixed Stencils for 3D Heat Conduction Equation
45004 3208 Pages:1118-1142 -
DASHMM Accelerated Adaptive Fast Multipole Poisson-Boltzmann Solver on Distributed Memory Architecture
48661 3353 Pages:1235-1258 -
Gradient Recovery for Elliptic Interface Problem: I. Body-Fitted Mesh
46361 3668 Pages:1488-1511 -
DTHB3D_Reg: Dynamic Truncated Hierarchical B-Spline Based 3D Nonrigid Image Registration
48147 3343 Pages:877-898 -
An $hp$-Adaptive Minimum Action Method Based on a Posteriori Error Estimate
47024 3166 Pages:408-439 -
An Adaptive Finite Element PML Method for the Acoustic-Elastic Interaction in Three Dimensions
43004 3542 Pages:1486-1507 -
Adaptive Stokes Preconditioning for Steady Incompressible Flows
43962 3299 Pages:494-516 -
An Adaptive Grid Method for Singularly Perturbed Time-Dependent Convection-Diffusion Problems
42093 3490 Pages:1340-1358 -
A Time-Space Adaptive Method for the Schrödinger Equation
43573 4830 Pages:60-85 -
A Parallel Adaptive Treecode Algorithm for Evolution of Elastically Stressed Solids
40702 4126 Pages:365-387 -
Adaptive Locally Weighted Projection Regression Method for Uncertainty Quantification
39329 4167 Pages:851-878