Search Results - "McClean, Jarrod R."

The theory of variational hybrid quantum-classical algorithms by McClean, Jarrod R, Romero, Jonathan, Babbush, Ryan, Aspuru-Guzik, Alán

“…Many quantum algorithms have daunting resource requirements when compared to what is available today. To address this discrepancy, a quantum-classical hybrid…”
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Barren plateaus in quantum neural network training landscapes by McClean, Jarrod R., Boixo, Sergio, Smelyanskiy, Vadim N., Babbush, Ryan, Neven, Hartmut

“…Many experimental proposals for noisy intermediate scale quantum devices involve training a parameterized quantum circuit with a classical optimization loop…”
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Power of data in quantum machine learning by Huang, Hsin-Yuan, Broughton, Michael, Mohseni, Masoud, Babbush, Ryan, Boixo, Sergio, Neven, Hartmut, McClean, Jarrod R.

“…The use of quantum computing for machine learning is among the most exciting prospective applications of quantum technologies. However, machine learning tasks…”
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Decoding quantum errors with subspace expansions by McClean, Jarrod R., Jiang, Zhang, Rubin, Nicholas C., Babbush, Ryan, Neven, Hartmut

“…With rapid developments in quantum hardware comes a push towards the first practical applications. While fully fault-tolerant quantum computers are not yet…”
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Boson sampling for molecular vibronic spectra by Huh, Joonsuk, Guerreschi, Gian Giacomo, Peropadre, Borja, McClean, Jarrod R., Aspuru-Guzik, Alán

“…Controllable quantum devices open novel directions to both quantum computation and quantum simulation. Recently, a problem known as boson sampling has been…”
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Virtual Distillation for Quantum Error Mitigation by Huggins, William J., McArdle, Sam, O’Brien, Thomas E., Lee, Joonho, Rubin, Nicholas C., Boixo, Sergio, Whaley, K. Birgitta, Babbush, Ryan, McClean, Jarrod R.

“…Contemporary quantum computers have relatively high levels of noise, making it difficult to use them to perform useful calculations, even with a large number…”
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Quantum approximate optimization of non-planar graph problems on a planar superconducting processor by Harrigan, Matthew P., Sung, Kevin J., Neeley, Matthew, Satzinger, Kevin J., Arute, Frank, Arya, Kunal, Atalaya, Juan, Bardin, Joseph C., Barends, Rami, Boixo, Sergio, Broughton, Michael, Buckley, Bob B., Buell, David A., Burkett, Brian, Bushnell, Nicholas, Chen, Yu, Chen, Zijun, Ben Chiaro, Collins, Roberto, Courtney, William, Demura, Sean, Dunsworth, Andrew, Eppens, Daniel, Fowler, Austin, Foxen, Brooks, Gidney, Craig, Giustina, Marissa, Graff, Rob, Habegger, Steve, Ho, Alan, Hong, Sabrina, Huang, Trent, Ioffe, L. B., Isakov, Sergei V., Jeffrey, Evan, Jiang, Zhang, Jones, Cody, Kafri, Dvir, Kechedzhi, Kostyantyn, Kelly, Julian, Kim, Seon, Klimov, Paul V., Korotkov, Alexander N., Kostritsa, Fedor, Landhuis, David, Laptev, Pavel, Lindmark, Mike, Leib, Martin, Martin, Orion, Martinis, John M., McClean, Jarrod R., McEwen, Matt, Megrant, Anthony, Mi, Xiao, Mohseni, Masoud, Mruczkiewicz, Wojciech, Mutus, Josh, Naaman, Ofer, Neill, Charles, Neukart, Florian, Niu, Murphy Yuezhen, O’Brien, Thomas E., O’Gorman, Bryan, Ostby, Eric, Petukhov, Andre, Putterman, Harald, Quintana, Chris, Roushan, Pedram, Rubin, Nicholas C., Sank, Daniel, Skolik, Andrea, Smelyanskiy, Vadim, Strain, Doug, Streif, Michael, Szalay, Marco, Vainsencher, Amit, White, Theodore, Yao, Z. Jamie, Yeh, Ping, Zalcman, Adam, Zhou, Leo, Neven, Hartmut, Bacon, Dave, Lucero, Erik, Farhi, Edward, Babbush, Ryan

“…Faster algorithms for combinatorial optimization could prove transformative for diverse areas such as logistics, finance and machine learning. Accordingly, the…”
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Time-crystalline eigenstate order on a quantum processor by Mi, Xiao, Ippoliti, Matteo, Quintana, Chris, Greene, Ami, Chen, Zijun, Gross, Jonathan, Arute, Frank, Arya, Kunal, Atalaya, Juan, Babbush, Ryan, Bardin, Joseph C., Basso, Joao, Bengtsson, Andreas, Bilmes, Alexander, Bourassa, Alexandre, Brill, Leon, Broughton, Michael, Buckley, Bob B., Buell, David A., Burkett, Brian, Bushnell, Nicholas, Chiaro, Benjamin, Collins, Roberto, Courtney, William, Debroy, Dripto, Demura, Sean, Derk, Alan R., Dunsworth, Andrew, Eppens, Daniel, Erickson, Catherine, Farhi, Edward, Fowler, Austin G., Foxen, Brooks, Gidney, Craig, Giustina, Marissa, Harrigan, Matthew P., Harrington, Sean D., Hilton, Jeremy, Ho, Alan, Hong, Sabrina, Huang, Trent, Huff, Ashley, Huggins, William J., Ioffe, L. B., Isakov, Sergei V., Iveland, Justin, Jeffrey, Evan, Jiang, Zhang, Jones, Cody, Kafri, Dvir, Khattar, Tanuj, Kim, Seon, Kitaev, Alexei, Klimov, Paul V., Korotkov, Alexander N., Kostritsa, Fedor, Landhuis, David, Laptev, Pavel, Lee, Joonho, Lee, Kenny, Locharla, Aditya, Lucero, Erik, Martin, Orion, McClean, Jarrod R., McCourt, Trevor, McEwen, Matt, Miao, Kevin C., Mohseni, Masoud, Mruczkiewicz, Wojciech, Naaman, Ofer, Neeley, Matthew, Neill, Charles, Newman, Michael, Niu, Murphy Yuezhen, O’Brien, Thomas E., Opremcak, Alex, Ostby, Eric, Pato, Balint, Petukhov, Andre, Rubin, Nicholas C., Sank, Daniel, Satzinger, Kevin J., Su, Yuan, Szalay, Marco, Trevithick, Matthew D., White, Theodore, Yao, Z. Jamie, Yeh, Ping, Yoo, Juhwan, Zalcman, Adam, Neven, Hartmut, Boixo, Sergio, Smelyanskiy, Vadim, Megrant, Anthony, Kelly, Julian, Chen, Yu, Sondhi, S. L., Kechedzhi, Kostyantyn, Khemani, Vedika, Roushan, Pedram

“…Quantum many-body systems display rich phase structure in their low-temperature equilibrium states 1 . However, much of nature is not in thermal equilibrium…”
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Information scrambling in quantum circuits by Mi, Xiao, Roushan, Pedram, Quintana, Chris, Mandrà, Salvatore, Marshall, Jeffrey, Neill, Charles, Arute, Frank, Arya, Kunal, Atalaya, Juan, Babbush, Ryan, Bardin, Joseph C, Barends, Rami, Basso, Joao, Bengtsson, Andreas, Boixo, Sergio, Bourassa, Alexandre, Broughton, Michael, Buckley, Bob B, Buell, David A, Burkett, Brian, Bushnell, Nicholas, Chen, Zijun, Chiaro, Benjamin, Collins, Roberto, Courtney, William, Demura, Sean, Derk, Alan R, Dunsworth, Andrew, Eppens, Daniel, Erickson, Catherine, Farhi, Edward, Fowler, Austin G, Foxen, Brooks, Gidney, Craig, Giustina, Marissa, Gross, Jonathan A, Harrigan, Matthew P, Harrington, Sean D, Hilton, Jeremy, Ho, Alan, Hong, Sabrina, Huang, Trent, Huggins, William J, Ioffe, L B, Isakov, Sergei V, Jeffrey, Evan, Jiang, Zhang, Jones, Cody, Kafri, Dvir, Kelly, Julian, Kim, Seon, Kitaev, Alexei, Klimov, Paul V, Korotkov, Alexander N, Kostritsa, Fedor, Landhuis, David, Laptev, Pavel, Lucero, Erik, Martin, Orion, McClean, Jarrod R, McCourt, Trevor, McEwen, Matt, Megrant, Anthony, Miao, Kevin C, Mohseni, Masoud, Montazeri, Shirin, Mruczkiewicz, Wojciech, Mutus, Josh, Naaman, Ofer, Neeley, Matthew, Newman, Michael, Niu, Murphy Yuezhen, O'Brien, Thomas E, Opremcak, Alex, Ostby, Eric, Pato, Balint, Petukhov, Andre, Redd, Nicholas, Rubin, Nicholas C, Sank, Daniel, Satzinger, Kevin J, Shvarts, Vladimir, Strain, Doug, Szalay, Marco, Trevithick, Matthew D, Villalonga, Benjamin, White, Theodore, Yao, Z Jamie, Yeh, Ping, Zalcman, Adam, Neven, Hartmut, Aleiner, Igor, Kechedzhi, Kostyantyn, Smelyanskiy, Vadim, Chen, Yu

“…Interactions in quantum systems can spread initially localized quantum information into the exponentially many degrees of freedom of the entire system…”
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Increasing the Representation Accuracy of Quantum Simulations of Chemistry without Extra Quantum Resources by Takeshita, Tyler, Rubin, Nicholas C., Jiang, Zhang, Lee, Eunseok, Babbush, Ryan, McClean, Jarrod R.

“…Proposals for experiments in quantum chemistry on quantum computers leverage the ability to target a subset of degrees of freedom containing the essential…”
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Efficient and noise resilient measurements for quantum chemistry on near-term quantum computers by Huggins, William J., McClean, Jarrod R., Rubin, Nicholas C., Jiang, Zhang, Wiebe, Nathan, Whaley, K. Birgitta, Babbush, Ryan

“…Variational algorithms are a promising paradigm for utilizing near-term quantum devices for modeling electronic states of molecular systems. However, previous…”
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Exploiting Locality in Quantum Computation for Quantum Chemistry by McClean, Jarrod R, Babbush, Ryan, Love, Peter J, Aspuru-Guzik, Alán

“…Accurate prediction of chemical and material properties from first-principles quantum chemistry is a challenging task on traditional computers. Recent…”
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Low rank representations for quantum simulation of electronic structure by Motta, Mario, Ye, Erika, McClean, Jarrod R., Li, Zhendong, Minnich, Austin J., Babbush, Ryan, Chan, Garnet Kin-Lic

“…The quantum simulation of quantum chemistry is a promising application of quantum computers. However, for N molecular orbitals, the O ( N 4 ) gate complexity…”
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Witnessing eigenstates for quantum simulation of Hamiltonian spectra by Santagati, Raffaele, Wang, Jianwei, Gentile, Antonio A, Paesani, Stefano, Wiebe, Nathan, McClean, Jarrod R, Morley-Short, Sam, Shadbolt, Peter J, Bonneau, Damien, Silverstone, Joshua W, Tew, David P, Zhou, Xiaoqi, O'Brien, Jeremy L, Thompson, Mark G

“…The efficient calculation of Hamiltonian spectra, a problem often intractable on classical machines, can find application in many fields, from physics to…”
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Discontinuous Galerkin discretization for quantum simulation of chemistry by McClean, Jarrod R, Faulstich, Fabian M, Zhu, Qinyi, O'Gorman, Bryan, Qiu, Yiheng, White, Steven R, Babbush, Ryan, Lin, Lin

“…All-electron electronic structure methods based on the linear combination of atomic orbitals method with Gaussian basis set discretization offer a well…”
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Error Sensitivity to Environmental Noise in Quantum Circuits for Chemical State Preparation by Sawaya, Nicolas P. D, Smelyanskiy, Mikhail, McClean, Jarrod R, Aspuru-Guzik, Alán

“…Calculating molecular energies is likely to be one of the first useful applications to achieve quantum supremacy, performing faster on a quantum than a…”
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Feynman’s clock, a new variational principle, and parallel-in-time quantum dynamics by McClean, Jarrod R, Parkhill, John A, Aspuru-Guzik, Alán

“…We introduce a discrete-time variational principle inspired by the quantum clock originally proposed by Feynman and use it to write down quantum evolution as a…”
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Quantum advantage in learning from experiments by Huang, Hsin-Yuan, Broughton, Michael, Cotler, Jordan, Chen, Sitan, Li, Jerry, Mohseni, Masoud, Neven, Hartmut, Babbush, Ryan, Kueng, Richard, Preskill, John, McClean, Jarrod R

“…Quantum technology promises to revolutionize how we learn about the physical world. An experiment that processes quantum data with a quantum computer could…”
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Quantum error mitigation by Cai, Zhenyu, Babbush, Ryan, Benjamin, Simon C., Endo, Suguru, Huggins, William J., Li, Ying, McClean, Jarrod R., O’Brien, Thomas E.

“…For quantum computers to successfully solve real-world problems, it is necessary to tackle the challenge of noise: the errors that occur in elementary physical…”
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Layerwise learning for quantum neural networks by Skolik, Andrea, McClean, Jarrod R., Mohseni, Masoud, van der Smagt, Patrick, Leib, Martin

“…With the increased focus on quantum circuit learning for near-term applications on quantum devices, in conjunction with unique challenges presented by cost…”
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