The Quantum and Complexity Science Initiative

Nanyang Technological University

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Highlights

Multiple Research Fellows in Quantum Enhanced Learning, Agents and Algorithms starting September 2026 onwards. Apply today!

Physics World has featured our work demonstrating that quantum agents can execute complex strategies with less energy

QuARC@ICCS has successfully concluded as one of the first workshops on quantum agents and recurrent circuits as part of ICCS2025

Selected Publications

Energetic Advantages for Quantum Agents in Online Execution of Complex Strategies (Phys. Rev. Lett. 135, 160402) October 14, 2025
Undecidability in Physics: A Review（Physics Reports 1138, 1–29） July 11, 2025
Dimension reduction in quantum sampling of stochastic processes (npj Quantum Information volume 11, 34) February 28, 2025
Thermodynamically Ideal Quantum State Inputs to Any Device (PRX Quantum 5, 030318) July 29, 2024
Relative Entropy of Coherence Quantifies Performance in Bayesian Metrology (PRX Quantum 5, 030303) July 3, 2024
Virtual Quantum Resource Distillation (Phys. Rev. Lett. 132, 050203) February 2, 2024
Quantum-optimal information encoding using noisy passive linear optics (Quantum 8, 1218) January 4, 2024
Universal Sampling Lower Bounds for Quantum Error Mitigation (Phys. Rev. Lett. 131, 210602) November 22, 2023
Quantum Uncertainty Principles for Measurements with Interventions (Phys. Rev. Lett. 130, 240201) June 12, 2023
Implementing quantum dimensionality reduction for non-Markovian stochastic simulation (Nat Commun 14, 2624) May 6, 2023
Fundamental limits of quantum error mitigation (npj Quantum Inf 8, 114) September 22, 2022
Thermodynamic machine learning through maximum work production (New J. Phys. 24 083040) August 2, 2022
Optimal Gain Sensing of Quantum-Limited Phase-Insensitive Amplifiers (Phys. Rev. Lett. 128, 180506) May 6, 2022
Space-efficient optical computing with an integrated chip diffractive neural network (Nat Commun 13, 1044) February 8, 2022
Characterizing correlation within multipartite quantum systems via local randomized measurements February 8, 2022