nonlinear Schrödinger equation
PulseAugur coverage of nonlinear Schrödinger equation — every cluster mentioning nonlinear Schrödinger equation across labs, papers, and developer communities, ranked by signal.
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New neural networks accelerate PDE solving with improved accuracy and speed · 4 sources tracked
Researchers are developing advanced neural network architectures to improve the solving of partial differential equations (PDEs). One approach, Adaptive Hard-Soft Physics-Informed Neural Networks (HSPINN), enforces boun…
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New method predicts and controls extreme events in chaotic systems
Researchers have developed a new technique to identify and predict extreme events in chaotic dynamical systems. This method uses sensitivity-balanced projections, derived through backpropagation in differentiable progra…
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PINNs enhance adaptive mesh refinement for PDE solvers
Researchers have developed a novel method that uses Physics-Informed Neural Networks (PINNs) to enhance adaptive mesh refinement (AMR) in finite-difference solvers for partial differential equations (PDEs). This hybrid …