MP-JIT-FT with a gated-bottleneck Latent ODE and Raman fusion ranks best and beats a global Latent ODE on 8/9 targets across 38 heterogeneous fed-batch runs.
Uncertainty quantifica- tion using ensemble learning and monte carlo sampling for performance prediction and monitoring in cell culture processes,
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Multipath Adaptive Gated Bottleneck Latent ODE with Raman Data Fusion for Cell Culture Process Forecasting
MP-JIT-FT with a gated-bottleneck Latent ODE and Raman fusion ranks best and beats a global Latent ODE on 8/9 targets across 38 heterogeneous fed-batch runs.