Patents by Inventor Mohammad H. Amin
Mohammad H. Amin has filed for patents to protect the following inventions. This listing includes patent applications that are pending as well as patents that have already been granted by the United States Patent and Trademark Office (USPTO).
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Patent number: 12224750Abstract: A logical qubit, a quantum processor, and a method of performing an operation on the logical qubit are discussed. The logical qubit includes first and second tunable couplers and a plurality of fixed couplers, with at least one fixed coupler providing four physical qubit interaction. The first and second tunable couplers and the fixed couplers enforce even parity in any connected qubits. The logical qubit has a plurality of physical qubits with qubits connected to the first tunable coupler and a first fixed coupler, qubits connected to the second tunable coupler and a second fixed coupler, and qubits connected between the first fixed coupler and the second fixed coupler. Each fixed coupler is connected to at least two physical qubits and at least two paths connect the first tunable coupler and the second tunable coupler, with one path communicating with a microwave line.Type: GrantFiled: August 9, 2022Date of Patent: February 11, 2025Assignee: 1372934 B.C. LTD.Inventors: Mohammad H. Amin, Richard G. Harris
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Patent number: 12190203Abstract: Achieving orthogonal control of non-orthogonal qubit parameters of a logical qubit allows for increasing the length of a qubit chain thereby increasing the effective connectivity of the qubit chain. A hybrid qubit is formed by communicatively coupling a dedicated second qubit to a first qubit. By tuning a programmable parameter of the second qubit of a hybrid qubit, an effective programmable parameter of the hybrid qubit is adjusted without affecting another effective programmable parameter of the hybrid qubit thereby achieving orthogonal control of otherwise non-orthogonal qubit parameters. The length of the logical qubit may thus be increased by communicatively coupling a plurality of such hybrid qubits together.Type: GrantFiled: October 30, 2023Date of Patent: January 7, 2025Assignee: D-WAVE SYSTEMS INC.Inventors: Mohammad H. Amin, Trevor Michael Lanting, Colin Enderud
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Patent number: 12093787Abstract: A technique for improving the performance of non-stoquastic quantum processors is provided. Clusters of qubits with correlated behavior are identified in a problem for processing by the quantum processor. Couplings between qubits in a common cluster are modified according to a transformation (for example, a gauge transformation) so that they evolve slower and thus their dynamics freeze out later (for example, by flipping anti-ferromagnetic couplings to ferromagnetic couplings). Couplings between qubits that do not belong to the common cluster may be flipped the other way (for example, from ferromagnetic couplings to anti-ferromagnetic couplings) to accelerate their dynamics. The quantum processor is evolved and the results are modified according to an inverse transformation.Type: GrantFiled: April 9, 2020Date of Patent: September 17, 2024Assignee: D-WAVE SYSTEMS INC.Inventor: Mohammad H. Amin
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Publication number: 20240256930Abstract: A computational method via a hybrid processor comprising an analog processor and a digital processor includes determining a first classical spin configuration via the digital processor, determining preparatory biases toward the first classical spin configuration, programming an Ising problem and the preparatory biases in the analog processor via the digital processor, evolving the analog processor in a first direction, latching the state of the analog processor for a first dwell time, programming the analog processor to remove the preparatory biases via the digital processor, determining a tunneling energy via the digital processor, determining a second dwell time via the digital processor, evolving the analog processor in a second direction until the analog processor reaches the tunneling energy, and evolving the analog processor in the first direction until the analog processor reaches a second classical spin configuration.Type: ApplicationFiled: November 20, 2023Publication date: August 1, 2024Inventors: Sheir Yarkoni, Trevor Michael Lanting, Kelly T. R. Boothby, Andrew Douglas King, Evgeny A. Andriyash, Mohammad H. Amin
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Publication number: 20240237555Abstract: A method of fabrication of a superconducting device includes forming a first portion of the superconducting device on a first chip, a second portion of the superconducting device on a second chip, and bonding the first chip to the second chip, arranged in a flip-chip configuration. The first portion of the superconducting device on the first chip includes a dissipative portion of the superconducting device. A multi-layer superconducting integrated circuit is implemented so that noise-susceptible superconducting devices are positioned in wiring layers formed from a low-noise superconductive material and that underlie wiring layers that are formed from a different superconductive material.Type: ApplicationFiled: February 17, 2022Publication date: July 11, 2024Inventors: Colin C. Enderud, Mohammad H. Amin, Loren J. Swenson
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Publication number: 20240185104Abstract: Achieving orthogonal control of non-orthogonal qubit parameters of a logical qubit allows for increasing the length of a qubit chain thereby increasing the effective connectivity of the qubit chain. A hybrid qubit is formed by communicatively coupling a dedicated second qubit to a first qubit. By tuning a programmable parameter of the second qubit of a hybrid qubit, an effective programmable parameter of the hybrid qubit is adjusted without affecting another effective programmable parameter of the hybrid qubit thereby achieving orthogonal control of otherwise non-orthogonal qubit parameters. The length of the logical qubit may thus be increased by communicatively coupling a plurality of such hybrid qubits together.Type: ApplicationFiled: October 30, 2023Publication date: June 6, 2024Inventors: Mohammad H. AMIN, Trevor Michael LANTING, Colin ENDERUD
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Publication number: 20240168720Abstract: Systems and methods for random number generation are discussed. A first processor is in communication with a quantum processor, the quantum processor having an array of superconducting qubits. The first processor instructs the quantum processor to selectively communicatively couple the superconducting qubits to embed a quantum system having a highly entangled nontrivial ground state. The highly entangled nontrivial ground state comprising a uniform distribution of classical ground states. One or more distortions are introduced to the uniform distribution by one or more random variations based on an input value. The quantum processor evolves over the embedded quantum system. A set of one or more random numbers is received from the quantum processor.Type: ApplicationFiled: February 24, 2023Publication date: May 23, 2024Inventor: Mohammad H. Amin
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Publication number: 20240135218Abstract: There is provided a system and methods of training and predicting an outcome using quantum annealing-assisted reservoir computing. The methods are performed by a digital computer in communication with a quantum processor including a plurality of qubits. Methods include: receiving input data; initializing first states of the qubits; and, for each input: determining values of Hamiltonian parameters based on the input, programming the quantum processor based on the determined Hamiltonian parameters, performing an annealing protocol to evolve the qubits to second states, and applying a linear transformation to the second states to determine a predicted output. During training, a set of linear parameter weights are optimized using linear regression.Type: ApplicationFiled: September 1, 2023Publication date: April 25, 2024Inventor: Mohammad H. Amin
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Publication number: 20240138268Abstract: A method of fabrication of a superconducting device includes forming a first portion of the superconducting device on a first chip, a second portion of the superconducting device on a second chip, and bonding the first chip to the second chip, arranged in a flip-chip configuration. The first portion of the superconducting device on the first chip includes a dissipative portion of the superconducting device. A multi-layer superconducting integrated circuit is implemented so that noise-susceptible superconducting devices are positioned in wiring layers formed from a low-noise superconductive material and that underlie wiring layers that are formed from a different superconductive material.Type: ApplicationFiled: February 17, 2022Publication date: April 25, 2024Inventors: Colin C. Enderud, Mohammad H. Amin, Loren J. Swenson
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Publication number: 20240086748Abstract: The systems, devices, articles, and methods described herein generally relate to analog computers, for example quantum processors comprising qubits, couplers, and, or cavities. Analog computers, for example quantum processor based computers, are the subject of various sources of error which can hinder operation, potentially reducing computational accuracy and speed. Sources of error can be broadly characterized, for example as i) a background susceptibility do to inherently characteristics of the circuitry design, ii) as an h/J ratio imbalance, iii) bit flip errors, iv) fidelity, and v) Anderson localization, and various combinations of the aforesaid.Type: ApplicationFiled: September 13, 2023Publication date: March 14, 2024Inventors: Paul I. Bunyk, James King, Murray C. Thom, Mohammad H. Amin, Anatoly Smirnov, Sheir Yarkoni, Trevor M. Lanting, Andrew D. King, Kelly T. R. Boothby
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Patent number: 11861455Abstract: A computational method via a hybrid processor comprising an analog processor and a digital processor includes determining a first classical spin configuration via the digital processor, determining preparatory biases toward the first classical spin configuration, programming an Ising problem and the preparatory biases in the analog processor via the digital processor, evolving the analog processor in a first direction, latching the state of the analog processor for a first dwell time, programming the analog processor to remove the preparatory biases via the digital processor, determining a tunneling energy via the digital processor, determining a second dwell time via the digital processor, evolving the analog processor in a second direction until the analog processor reaches the tunneling energy, and evolving the analog processor in the first direction until the analog processor reaches a second classical spin configuration.Type: GrantFiled: April 24, 2020Date of Patent: January 2, 2024Assignee: D-WAVE SYSTEMS INC.Inventors: Sheir Yarkoni, Trevor Michael Lanting, Kelly T. R. Boothby, Andrew Douglas King, Evgeny A. Andriyash, Mohammad H. Amin
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Publication number: 20230370069Abstract: A logical qubit, a quantum processor, and a method of performing an operation on the logical qubit are discussed. The logical qubit includes first and second tunable couplers and a plurality of fixed couplers, with at least one fixed coupler providing four physical qubit interaction. The first and second tunable couplers and the fixed couplers enforce even parity in any connected qubits. The logical qubit has a plurality of physical qubits with qubits connected to the first tunable coupler and a first fixed coupler, qubits connected to the second tunable coupler and a second fixed coupler, and qubits connected between the first fixed coupler and the second fixed coupler. Each fixed coupler is connected to at least two physical qubits and at least two paths connect the first tunable coupler and the second tunable coupler, with one path communicating with a microwave line.Type: ApplicationFiled: August 9, 2022Publication date: November 16, 2023Inventors: Mohammad H. Amin, Richard G. Harris
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Patent number: 11797874Abstract: The systems, devices, articles, and methods described herein generally relate to analog computers, for example quantum processors comprising qubits, couplers, and, or cavities. Analog computers, for example quantum processor based computers, are the subject of various sources of error which can hinder operation, potentially reducing computational accuracy and speed. Sources of error can be broadly characterized, for example as i) a background susceptibility do to inherently characteristics of the circuitry design, ii) as an h/J ratio imbalance, iii) bit flip errors, iv) fidelity, and v) Anderson localization, and various combinations of the aforesaid.Type: GrantFiled: July 28, 2021Date of Patent: October 24, 2023Assignee: 1372934 B.C. LTD.Inventors: Paul I. Bunyk, James King, Murray C. Thom, Mohammad H. Amin, Anatoly Smirnov, Sheir Yarkoni, Trevor M. Lanting, Andrew D. King, Kelly T. R. Boothby
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Publication number: 20230334355Abstract: Degeneracy in analog processor (e.g., quantum processor) operation is mitigated via use of floppy qubits or domains of floppy qubits (i.e., qubit(s) for which the state can be flipped with no change in energy), which can significantly boost hardware performance on certain problems, as well as improve hardware performance for more general problem sets. Samples are drawn from an analog processor, and devices comprising the analog processor evaluated for floppiness. A normalized floppiness metric is calculated, and an offset added to advance the device in annealing. Degeneracy in a hybrid computing system that comprises a quantum processor is mitigated by determining a magnetic susceptibility of a qubit, and tuning a tunneling rate for the qubit based on a tunneling rate offset determined based on the magnetic susceptibility. Quantum annealing evolution is controlled by causing the evolution to pause for a determined pause duration.Type: ApplicationFiled: April 25, 2023Publication date: October 19, 2023Inventors: Andrew Douglas King, Alexandre Fréchette, Evgeny A. Andriyash, Trevor Michael Lanting, Emile M. Hoskinson, Mohammad H. Amin
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Patent number: 11681940Abstract: Degeneracy in analog processor (e.g., quantum processor) operation is mitigated via use of floppy qubits or domains of floppy qubits (i.e., qubit(s) for which the state can be flipped with no change in energy), which can significantly boost hardware performance on certain problems, as well as improve hardware performance for more general problem sets. Samples are drawn from an analog processor, and devices comprising the analog processor evaluated for floppiness. A normalized floppiness metric is calculated, and an offset added to advance the device in annealing. Degeneracy in a hybrid computing system that comprises a quantum processor is mitigated by determining a magnetic susceptibility of a qubit, and tuning a tunneling rate for the qubit based on a tunneling rate offset determined based on the magnetic susceptibility. Quantum annealing evolution is controlled by causing the evolution to pause for a determined pause duration.Type: GrantFiled: July 19, 2021Date of Patent: June 20, 2023Assignee: 1372934 B.C. LTDInventors: Andrew Douglas King, Alexandre Fréchette, Evgeny A. Andriyash, Trevor Michael Lanting, Emile M. Hoskinson, Mohammad H. Amin
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Patent number: 11593695Abstract: A hybrid computing system for solving a computational problem includes a digital processor, a quantum processor having qubits and coupling devices that together define a working graph of the quantum processor, and at least one nontransitory processor-readable medium communicatively coupleable to the digital processor which stores at least one of processor-executable instructions or data. The digital processor receives a computational problem, and programs the quantum processor with a first set of bias fields and a first set of coupling strengths. The quantum processor generates samples as potential solutions to an approximation of the problem. The digital processor updates the approximation by determining a second set of bias fields based at least in part on the first set of bias fields and a first set of mean fields that are based at least in part on the first set of samples and coupling strengths of one or more virtual coupling devices.Type: GrantFiled: March 26, 2020Date of Patent: February 28, 2023Assignee: D-WAVE SYSTEMS INC.Inventors: William W. Bernoudy, Mohammad H. Amin, James A. King, Jeremy P. Hilton, Richard G. Harris, Andrew J. Berkley, Kelly T. R. Boothby
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Patent number: 11494683Abstract: Josephson junctions (JJ) may replace primary inductance of transformers to realize galvanic coupling between qubits, advantageously reducing size. A long-range symmetric coupler may include a compound JJ (CJJ) positioned at least approximately at a half-way point along the coupler to advantageously provide a higher energy of a first excited state than that of an asymmetric long-range coupler. Quantum processors may include qubits and couplers with a non-stoquastic Hamiltonian to enhance multi-qubit tunneling during annealing. Qubits may include additional shunt capacitances, e.g., to increase overall quality of a total capacitance and improve quantum coherence. A sign and/or magnitude of an effective tunneling amplitude ?eff of a qubit characterized by a double-well potential energy may advantageously be tuned. Sign-tunable electrostatic coupling of qubits may be implemented, e.g., via resonators, and LC-circuits. YY couplings may be incorporated into a quantum anneaier (e.g., quantum processor).Type: GrantFiled: December 19, 2018Date of Patent: November 8, 2022Assignee: D-WAVE SYSTEMS INC.Inventors: Mohammad H. Amin, Paul I. Bunyk, Trevor M. Lanting, Chunqing Deng, Anatoly Smirnov, Kelly T. R. Boothby, Emile M. Hoskinson, Christopher B. Rich
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Publication number: 20220215282Abstract: A technique for improving the performance of non-stoquastic quantum processors is provided. Clusters of qubits with correlated behavior are identified in a problem for processing by the quantum processor. Couplings between qubits in a common cluster are modified according to a transformation (for example, a gauge transformation) so that they evolve slower and thus their dynamics freeze out later (for example, by flipping anti-ferromagnetic couplings to ferromagnetic couplings). Couplings between qubits that do not belong to the common cluster may be flipped the other way (for example, from ferromagnetic couplings to anti-ferromagnetic couplings) to accelerate their dynamics. The quantum processor is evolved and the results are modified according to an inverse transformation.Type: ApplicationFiled: April 9, 2020Publication date: July 7, 2022Inventor: Mohammad H. Amin
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Patent number: 11348024Abstract: A quantum processor is operable as a universal adiabatic quantum computing system. The quantum processor includes physical qubits, with at least a first and second communicative coupling available between pairs of qubits via an in-situ tunable superconducting capacitive coupler and an in-situ tunable superconducting inductive coupler, respectively. Tunable couplers provide diagonal and off-diagonal coupling. Compound Josephson junctions (CJJs) of the tunable couplers are responsive to a flux bias to tune a sign and magnitude of a sum of a capacitance of a fixed capacitor and a tunable capacitance which is mediated across a pair of coupling capacitors. The qubits may be hybrid qubits, operable in a flux regime or a charge regime. Qubits may include a pair of CJJs that interrupt a loop of material and which are separated by an island of superconducting material which is voltage biased with respect to a qubit body.Type: GrantFiled: July 6, 2018Date of Patent: May 31, 2022Assignee: D-WAVE SYSTEMS INC.Inventors: Richard G. Harris, Mohammad H. Amin, Anatoly Smirnov
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Publication number: 20220019929Abstract: The systems, devices, articles, and methods described herein generally relate to analog computers, for example quantum processors comprising qubits, couplers, and, or cavities. Analog computers, for example quantum processor based computers, are the subject of various sources of error which can hinder operation, potentially reducing computational accuracy and speed. Sources of error can be broadly characterized, for example as i) a background susceptibility do to inherently characteristics of the circuitry design, ii) as an h/J ratio imbalance, iii) bit flip errors, iv) fidelity, and v) Anderson localization, and various combinations of the aforesaid.Type: ApplicationFiled: July 28, 2021Publication date: January 20, 2022Inventors: Paul I. Bunyk, James King, Murray C. Thom, Mohammad H. Amin, Anatoly Smirnov, Sheir Yarkoni, Trevor M. Lanting, Andrew D. King, Kelly T. R. Boothby