Ninnat Dangniam
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Projects

An incomplete list of professional and personal projects.

Research

  • Certifying fermionic Gaussian states (and a little more) with optimal precision dependence
  • NG-RC for quantum systems, by quantum systems (talk slides)
  • Quantum Next Generation Reservoir Computing: An Efficient Quantum Algorithm for Forecasting Quantum Dynamics
  • Quantum Sampling Advantage: How to prove it and does it matter? (talk slides)
  • Random circuit sampling using fermionic linear optics (talk slides)
  • Quantum diffusion map for nonlinear dimensionality reduction
  • Fermion sampling: A robust quantum computational advantage scheme using fermionic linear optics and magic input states
  • Quantum supremacy and quantum phase transitions
  • Expressibility and trainability of parametrized analog quantum systems for machine learning applications
  • Signatures of a sampling quantum advantage in driven quantum many-body systems
  • Optimal verification of stabilizer states
  • Toward Quantum Supremacy in Near-Term Quantum Computers (talk slides)
  • Quantum Phase Space Representations and Their Negativities (PhD dissertation)
  • Toward a Classical Subtheory for Matchgate Circuits (talk slides)
  • Novelty, efficacy, and significance of weak measurements for quantum tomography
  • Quantum Bochner’s theorem for phase spaces built on projective representations

Commissioned Writing

  • ศึกชิงเจ้าแห่งควอนตัมใครครองบัลลังก์เทคโนโลยีโลก? A tech article on the states of the art (as of early 2025) in quantum error correction beyond break-even
  • ขั้นคิดคำนวณแบบควอนตัม

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