A review assessing PINN advances for forward modeling, inverse design, and equation discovery across multi-physics domains.
High precision, full-vector optical mode solving in waveguides via fourth-order derivative physics-informed neural networks,
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Beyond Data-Driven: How Physics-Informed Neural Networks are Reshaping Multi-Physics Design and Discovery
A review assessing PINN advances for forward modeling, inverse design, and equation discovery across multi-physics domains.