1. Next‑Generation PC AI‑Optimized Energy Harvesting Systems For Sustainable Power Management

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Future Directions
Future research may integrate hybrid cooling with phase‑change materials, further refine microfluidic geometries using AI‑driven simulations, and develop modular systems for easy retrofit into legacy PCs.


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Introduction
Artificial intelligence applications demand unprecedented levels of processing power and energy efficiency. Next‑generation PC modular photonic neural accelerators combine state‑of‑the‑art photonic circuits with reconfigurable neural cores to deliver ultra‑fast AI computations. This modular architecture provides a scalable solution for machine learning, image recognition, and data analytics, offering enhanced performance and reduced latency for high‑performance PCs and data centers.

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Future Directions
Future developments could integrate more advanced sensor arrays for smarter cleaning cycles, explore self‑repairing materials for minor scratches, and incorporate IoT connectivity for centralized monitoring in multi‑system environments.


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