Order from chaos with adaptive circuits on quantum hardware
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arXiv
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| Format: | Preprint |
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2025
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| author | Pokharel, Bibek Pan, Haining Aziz, Kemal Govia, Luke C. G. Ganeshan, Sriram Iadecola, Thomas Wilson, Justin H. Jones, Barbara A. Deshpande, Abhinav Pixley, Jedediah H. Takita, Maika |
| author_facet | Pokharel, Bibek Pan, Haining Aziz, Kemal Govia, Luke C. G. Ganeshan, Sriram Iadecola, Thomas Wilson, Justin H. Jones, Barbara A. Deshpande, Abhinav Pixley, Jedediah H. Takita, Maika |
| contents | Programmable quantum devices provide a platform to control the coherent dynamics of quantum wavefunctions. Here we experimentally realize adaptive monitored quantum circuits, which incorporate conditional feedback into non-unitary evolution, to control quantum chaotic dynamics using a combination of local mid-circuit measurements and resets. The experiments are performed with an IBM superconducting quantum processor using up to 100 qubits that samples a quantum version of the classically chaotic Bernoulli map. This map scrambles quantum information, while local measurements and feedback attempt to steer the dynamics toward a state that is a fixed point of the map. This competition drives a dynamical phase transition between quantum and classical dynamics that we observe experimentally and describe theoretically using noisy simulations, matrix product states, and mappings to statistical mechanics models. Estimates of the universal critical properties are obtained to high accuracy on the quantum computer thanks to the large number of qubits utilized in the calculation. By successfully applying up to nearly 5000 entangling gates and 5000 non-unitary mid-circuit operations on systems up to 100 qubits, this experiment serves as a signpost on the route towards fault tolerance. |
| format | Preprint |
| id |
arxiv_https___arxiv_org_abs_2509_18259 |
| institution | arXiv |
| publishDate | 2025 |
| record_format | arxiv |
| spellingShingle | Order from chaos with adaptive circuits on quantum hardware Pokharel, Bibek Pan, Haining Aziz, Kemal Govia, Luke C. G. Ganeshan, Sriram Iadecola, Thomas Wilson, Justin H. Jones, Barbara A. Deshpande, Abhinav Pixley, Jedediah H. Takita, Maika Quantum Physics Disordered Systems and Neural Networks Statistical Mechanics Strongly Correlated Electrons Chaotic Dynamics Programmable quantum devices provide a platform to control the coherent dynamics of quantum wavefunctions. Here we experimentally realize adaptive monitored quantum circuits, which incorporate conditional feedback into non-unitary evolution, to control quantum chaotic dynamics using a combination of local mid-circuit measurements and resets. The experiments are performed with an IBM superconducting quantum processor using up to 100 qubits that samples a quantum version of the classically chaotic Bernoulli map. This map scrambles quantum information, while local measurements and feedback attempt to steer the dynamics toward a state that is a fixed point of the map. This competition drives a dynamical phase transition between quantum and classical dynamics that we observe experimentally and describe theoretically using noisy simulations, matrix product states, and mappings to statistical mechanics models. Estimates of the universal critical properties are obtained to high accuracy on the quantum computer thanks to the large number of qubits utilized in the calculation. By successfully applying up to nearly 5000 entangling gates and 5000 non-unitary mid-circuit operations on systems up to 100 qubits, this experiment serves as a signpost on the route towards fault tolerance. |
| title | Order from chaos with adaptive circuits on quantum hardware |
| topic | Quantum Physics Disordered Systems and Neural Networks Statistical Mechanics Strongly Correlated Electrons Chaotic Dynamics |
| url | https://arxiv.org/abs/2509.18259 |