Online Gate-Driven Flow Control in Resin Transfer Moulding Using a Neural-Network Surrogate

arXiv:2608.29521 · math.OC, stat.ML · Submitted 2026-08-30 · Read on arXiv

math.OC, stat.ML

Submitted: 2026-08-30

Updated: 2026-08-30

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

Inverse Problem — 10× in this paper · explained in 2 episodes
Bayesian Inference — 5× in this paper · explained in 5 episodes
Accuracy — 4× in this paper · explained in 1 episode
Fidelity — 3× in this paper · explained in 2 episodes
Reinforcement Learning — 3× in this paper · explained in 4 episodes
Action Space — 2× in this paper · explained in 1 episode
Adam — 2× in this paper · explained in 2 episodes
Liquid Injection Moulding Simulator — 2× in this paper
Activation Function — 1× in this paper · explained in 1 episode
Admissibility — 1× in this paper · explained in 2 episodes
Core — 1× in this paper · explained in 2 episodes
Curse of Dimensionality — 1× in this paper · explained in 6 episodes
Deep Reinforcement Learning — 1× in this paper · explained in 2 episodes
Loss Function — 1× in this paper · explained in 2 episodes
Neural Surrogates — 1× in this paper · explained in 2 episodes
Regularization — 1× in this paper · explained in 3 episodes
Reinforcement Learning (RL) — 1× in this paper · explained in 25 episodes
Sim-to-Real Transfer — 1× in this paper · explained in 2 episodes
Structural Integrity — 1× in this paper · explained in 3 episodes
Two-stage training — 1× in this paper · explained in 2 episodes
Uncertainty Quantification — 1× in this paper · explained in 8 episodes

Sources

Adam: A Method for Stochastic Optimization

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