Quantum algorithms

Ryoushi

I want to know whether a learned model can design a circuit worth running, and I still like writing the circuit by hand. The work is in Qiskit, PennyLane, and cuQuantum. I co-founded Quantum Buddies with Sid Iliyasu and Dat Chi Le.

Quantum BuddiesDevpostQBuddies GitHub

Projects

  • H-cGQE: Conditional GQE2026

    A Hamiltonian-conditioned Transformer that proposes quantum circuits for molecules, trained with quality-diversity RL for GIC 2026.

  • QuantumForge2026

    A Rust statevector simulator with a Qiskit bridge, benchmarked against NumPy and Qiskit Aer from 4 to 26 qubits.

  • iQuHACK 2026 NVIDIA LABS2026

    Guide for Team Cubits on NVIDIA’s LABS challenge at iQuHACK 2026.

  • Quantum Buddies2025

    A home for the hackathon work, with Sid Iliyasu and Dat Chi Le.

  • Bradford Quantum Hackathon 20252025

    Promoter or not, from a DNA sequence. lambeq and Quixer on GRCh38, at Bradford Quantum 2025.

  • YQuantum 2025 (Yale)2025

    Quantum Rings virtual-track win at YQuantum 2025, with Alisa Petrusinskaia, on a generalised Shor implementation.

  • NQCC UK Quantum Hackathon2025

    Participant on the Rolls-Royce hydrogen-on-nickel challenge at the 2025 NQCC UK Quantum Hackathon.

  • City of London Quantum Hackathon2025

    A market path, and a quantum walk that has to imitate it. Finalist at the City of London hackathon.

  • Quantum Continuous Thought Machines—

    A circuit that keeps a state between steps, the way a recurrent net does.

  • Quantum Error Correction—

    An error the decoder never sees, only the checks it lights. Surface codes in Stim.

  • Qiskit on Qubit—

    Notebooks I open when I want a circuit in front of me.

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