Chanin Panjapornpon

Law of conservation-guided neural network with gradient aggregation for improved energy efficiency optimization in industrial processes

2025 · Energy and AI

• Structure-based tutorial of law of conservation guided neural network is proposed. • Gradient aggregation reveals the subsystem dynamic while promoting model liquidity. • The model is verified by vinyl chloride monomer and detergent powder …