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PINNverse: Accurate parameter estimation in differential equations from noisy data with constrained physics-informed neural networks

PINNverse: Accurate parameter estimation in differential equations from noisy data with constrained physics-informed neural networks

Marius Almanstötter
Roman Vetter
Dagmar Iber
    PINN
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Papers citing "PINNverse: Accurate parameter estimation in differential equations from noisy data with constrained physics-informed neural networks"

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Title
Mollifier Layers: Enabling Efficient High-Order Derivatives in Inverse PDE Learning
Mollifier Layers: Enabling Efficient High-Order Derivatives in Inverse PDE Learning
Ananyae Kumar Bhartari
Vinayak Vinayak
Vivek B Shenoy
AI4CE
224
0
0
16 May 2025