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xreview uses composable trust networks to solve the academic peer review crisis. You see only research verified by scientists you personally trust. This distributes authority while maintaining rigorous quality standards.
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Showing papers reviewed by at least one of the 3 researchers you trust.
Quantum Error Correction Using Topological Codes in NISQ Devices
Rodriguez, M., Zhang, H., Patel, K.•Max Planck Institute
Verified•7 reviews•4.8
3 trusted peers
We demonstrate experimental implementation of surface codes for quantum error correction on current NISQ devices. Our results show 10x improvement in logical qubit coherence time with only 20% overhead.
Reviewed by 3 researchers in your network
2410.67890Quantum Physics156 citations
Trust Score
98%
Attention Is All You Need: A Revised Framework for Transformer Efficiency
Chen, L., Wang, Y., Martinez, R.•DeepMind Research
Verified•5 reviews•4.6
2 trusted peers
We propose a novel attention mechanism that reduces computational complexity from O(n²) to O(n log n) while maintaining model performance. Our approach uses hierarchical attention patterns inspired by biological neural systems.
Reviewed by 2 researchers in your network
2410.12345Machine Learning234 citations
Trust Score
95%