How arXiv:2512.12081's congestion-aware flow modeling enables optimal EV charger placement. I/A Ratio: 0.8, Moat: UrbanFlowNet (18M vehicle traces), Pricing: $2
How arXiv:2512.12081's diffusion models optimize EV factory layouts with I/A ratio 0.4. Moat: EVLayoutNet (50K factory CAD models). Pricing: $200K per layout (v
How arXiv:2512.12081's dynamic power allocation enables $0.08/kWh charging for port drayage trucks. I/A ratio: 0.2, Moat: PortFlowNet with 50K+ route patterns,
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