6 citations · 8 across the 7 of their papers we have counts for
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math.NA2021
Data Assimilation with Deep Neural Nets Informed by Nudging
Harbir Antil, Rainald Löhner, Randy Price
The nudging data assimilation algorithm is a powerful tool used to forecast phenomena of interest given incomplete and noisy observations. Machine learning is becoming increasingly…
math.OC2021★ 2 cited
Deep Neural Nets with Fixed Bias Configuration
Harbir Antil, Thomas S. Brown, Rainald Löhner +2
For any given neural network architecture a permutation of weights and biases results in the same functional network. This implies that optimization algorithms used to `train' or `…