Graph Neural ODE Digital Twins for Control-Oriented Reactor Thermal-Hydraulic Forecasting Under Partial Observability
cs.LG
Submitted: 2026-04-08
Updated: 2026-05-18
Code: https://github.com/pnnl/neuromancer
License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/
Terminology
Sources
- Stable and Safe Human-aligned Reinforcement Learning through Neural Ordinary Differential Equations
- Semi-Supervised Classification with Graph Convolutional Networks
- Gaussian Error Linear Units (GELUs)
- Scheduled Sampling for Sequence Prediction with Recurrent Neural Networks
- Universal Language Model Fine-tuning for Text Classification
- Automating Data-Driven Modeling and Analysis for Engineering Applications using Large Language Model Agents
- AutoSAM: an Agentic Framework for Automating Input File Generation for the SAM Code with Multi-Modal Retrieval-Augmented Generation
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