A physics-guided hierarchical deep network (PhyRes-LSTM) framework, which integrates external knowledge with deep neural networks to guide the training process.
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Updated
Sep 4, 2024 - Jupyter Notebook
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physics-guided-ai
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Physics-guided iterative repair of flyback converter designs with LLM planning and PLECS validation. AAAI / IAAI 2027 submission.
power-electronics ai-agents engineering-design plecs llm physics-guided-ai flyback-converter design-repair
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Updated
Sep 12, 2026 - Python
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