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Quantum Control Leap Simplifies Tasks From Machine Learning To Error Correction
  • Learning methods

Quantum Control Leap Simplifies Tasks From Machine Learning To Error Correction

admin February 10, 2026

Researchers are increasingly focused on extending control from completely positive and trace-preserving (CPTP) maps to Hermitian-preserving and trace-preserving (HPTP) maps,...

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Simple machine learning techniques can cut costs for quantum error mitigation while maintaining accuracy
  • Learning methods

Simple machine learning techniques can cut costs for quantum error mitigation while maintaining accuracy

admin December 22, 2024

A quantum circuit (left) is passed to an encoder (top) that creates a feature set for the ML model (right)...

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“Ensembled transfer learning approach for error reduction in landslide susceptibility mapping of the data scare region”
  • Learning methods

“Ensembled transfer learning approach for error reduction in landslide susceptibility mapping of the data scare region”

admin November 24, 2024

Independence and Importance of LCFsThe independence of the LCFs is essential for effective model performance. Multicollinearity was checked by calculating...

Read MoreRead more about “Ensembled transfer learning approach for error reduction in landslide susceptibility mapping of the data scare region”

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‘Playful’ teaching gaining credibility, say Lego researchers
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‘Playful’ teaching gaining credibility, say Lego researchers

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