KITINet modifies residual connections during training with a DSMC-style collision simulation, but at test time it is identical to the baseline residual network and reports small accuracy gains without error bars.
Generalized scheme of the no-time-counter scheme for the dsmc in rarefied gas flow analysis.Computers & fluids, 22(2-3):253–257, 1993
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KITINet: Kinetics Theory Inspired Network Architectures with PDE Simulation Approaches
KITINet modifies residual connections during training with a DSMC-style collision simulation, but at test time it is identical to the baseline residual network and reports small accuracy gains without error bars.