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New framework reduces memory usage and boosts energy efficiency for large-scale AI graph analysis
BingoCGN, a scalable and efficient graph neural network accelerator that enables inference of real-time, large-scale graphs through graph partitioning, has been developed by researchers at the ...
BingoCGN employs cross-partition message quantization to summarize inter-partition message flow, which eliminates the need for irregular off-chip memory access and utilizes a fine-grained structured ...
NREL has updated its Best Research-Cell Efficiency Chart. The tool highlights the highest confirmed conversion efficiencies of research cells for a range of PV technologies. “Everything up to the end ...
Smart technology enhances renewable energy efficiency and reliability, making sustainable energy more accessible and dependable. Integrating AI and IoT in energy systems optimizes consumption, ...
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How high efficiency solar panels are transforming the future of energy
Solar energy is no longer just a clean alternative; it’s becoming a cornerstone of the global energy system. In 2026, high ...
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