A physics-encoded residual network for digital twins embeds a steering formula and a respiration ODE as fixed layers, with learned intermediate variables.
Nature Machine Intelligence3, 218–229 (2021)
1 Pith paper cite this work. Polarity classification is still indexing.
1
Pith paper citing it
fields
cs.LG 1years
2024 1verdicts
CONDITIONAL 1representative citing papers
citing papers explorer
-
Physics Encoded Blocks in Residual Neural Network Architectures for Digital Twin Models
A physics-encoded residual network for digital twins embeds a steering formula and a respiration ODE as fixed layers, with learned intermediate variables.