9 citations · 26 across the 20 of their papers we have counts for
4 papers · 1 filter
Predicting Multipartite Entanglement in Quantum Circuits using Transformer
Darell Timothy Tarigan, Fadhil Fatih Shiddiq, Hadyan Luthfan Prihadi +5
Multipartite entanglement is a critical property of parameterized quantum circuits (PQCs), particularly for near-term hybrid quantum-classical algorithms, as it characterizes their…
Pauli Weight Hamiltonian Term Selection for Optimized Machine Learning Based Quantum Error Mitigation
Fadhil Fatih Shiddiq, Darell Timothy Tarigan, Hadyan Luthfan Prihadi +4
Machine learning provides a scalable solution for quantum error mitigation. However, the selection of appropriate Pauli strings for inclusion in training data remains a challenge.…
Universal work statistics in quenched gapless quantum systems
Donny Dwiputra, Mir Faizal, Francesco Marino +1
We study the universality of work statistics performed during a quench in gapless quantum systems. We show that the cumulants of work scale separately in the fast and slow quench r…
Algebraic power scaling in a slowly-quenched bosonic quantum battery
Donny Dwiputra, Ahmad R. T. Nugraha, Sasfan A. Wella +1
Bosonic modes provide a promising platform for quantum batteries as a result of their unbounded energy spectrum. However, the energy that can be stored during a coherent charging p…