MeltpoolINR is a differentiable implicit neural network that maps LPBF process parameters to the temperature field, melt pool geometry, and their parametric sensitivities.
Virtual and Physical Prototyping 18(1), 2274494 (2023) 22
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MeltpoolINR: Predicting temperature field, melt pool geometry, and their rate of change in laser powder bed fusion
MeltpoolINR is a differentiable implicit neural network that maps LPBF process parameters to the temperature field, melt pool geometry, and their parametric sensitivities.