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    Home»Gut Health»Observation of constructive interference at the edge of quantum ergodicity
    Gut Health

    Observation of constructive interference at the edge of quantum ergodicity

    adminBy adminOctober 24, 2025No Comments7 Mins Read
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    Observation of constructive interference at the edge of quantum ergodicity
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    Authors and Affiliations

    1. Google Research, Mountain View, CA, USA

      Dmitry A. Abanin, Rajeev Acharya, Laleh Aghababaie-Beni, Georg Aigeldinger, Ross Alcaraz, Igor Aleiner, Trond I. Andersen, Markus Ansmann, Frank Arute, Kunal Arya, Abraham Asfaw, Nikita Astrakhantsev, Juan Atalaya, Ryan Babbush, Dave Bacon, Brian Ballard, Joseph C. Bardin, Andreas Bengtsson, Alexander Bilmes, Sergio Boixo, Gina Bortoli, Alexandre Bourassa, Jenna Bovaird, Dylan Bowers, Leon Brill, Michael Broughton, David A. Browne, Brett Buchea, Bob B. Buckley, David A. Buell, Tim Burger, Brian Burkett, Nicholas Bushnell, Anthony Cabrera, Juan Campero, Hung-Shen Chang, Yu Chen, Zijun Chen, Ben Chiaro, Liang-Ying Chih, Desmond Chik, Charina Chou, Jahan Claes, Agnetta Y. Cleland, Josh Cogan, Roberto Collins, Paul Conner, William Courtney, Alexander L. Crook, Ben Curtin, Sayan Das, Laura De Lorenzo, Dripto M. Debroy, Sean Demura, Michel Devoret, Agustin Di Paolo, Paul Donohoe, Ilya Drozdov, Andrew Dunsworth, Clint Earle, Alec Eickbusch, Aviv Moshe Elbag, Mahmoud Elzouka, Catherine Erickson, Lara Faoro, Edward Farhi, Vinicius S. Ferreira, Leslie Flores Burgos, Ebrahim Forati, Austin G. Fowler, Brooks Foxen, Suhas Ganjam, Gonzalo Garcia, Robert Gasca, Élie Genois, William Giang, Craig Gidney, Dar Gilboa, Raja Gosula, Alejandro Grajales Dau, Dietrich Graumann, Alex Greene, Jonathan A. Gross, Steve Habegger, John Hall, Michael C. Hamilton, Monica Hansen, Matthew P. Harrigan, Sean D. Harrington, Stephen Heslin, Paula Heu, Oscar Higgott, Gordon Hill, Jeremy Hilton, Sabrina Hong, Hsin-Yuan Huang, Ashley Huff, William J. Huggins, Lev B. Ioffe, Sergei V. Isakov, Justin Iveland, Evan Jeffrey, Zhang Jiang, Xiaoxuan Jin, Cody Jones, Stephen Jordan, Chaitali Joshi, Pavol Juhas, Andreas Kabel, Dvir Kafri, Hui Kang, Amir H. Karamlou, Kostyantyn Kechedzhi, Julian Kelly, Trupti Khaire, Tanuj Khattar, Mostafa Khezri, Seon Kim, Robbie King, Paul V. Klimov, Andrey R. Klots, Bryce Kobrin, Alexander N. Korotkov, Fedor Kostritsa, Robin Kothari, John Mark Kreikebaum, Vladislav D. Kurilovich, David Landhuis, Tiano Lange-Dei, Brandon W. Langley, Pavel Laptev, Kim-Ming Lau, Loïck Le Guevel, Justin Ledford, Joonho Lee, Kenny Lee, Yuri D. Lensky, Shannon Leon, Brian J. Lester, Wing Yan Li, Alexander T. Lill, Wayne Liu, William P. Livingston, Aditya Locharla, Erik Lucero, Daniel Lundahl, Aaron Lunt, Sid Madhuk, Fionn D. Malone, Ashley Maloney, Salvatore Mandrà, James M. Manyika, Leigh S. Martin, Orion Martin, Steven Martin, Yossi Matias, Cameron Maxfield, Jarrod R. McClean, Matt McEwen, Seneca Meeks, Anthony Megrant, Xiao Mi, Kevin C. Miao, Amanda Mieszala, Zlatko Minev, Reza Molavi, Sebastian Molina, Shirin Montazeri, Alexis Morvan, Ramis Movassagh, Wojciech Mruczkiewicz, Ofer Naaman, Matthew Neeley, Charles Neill, Ani Nersisyan, Hartmut Neven, Michael Newman, Jiun How Ng, Anthony Nguyen, Murray Nguyen, Chia-Hung Ni, Murphy Yuezhen Niu, Logan Oas, Thomas E. O’Brien, William D. Oliver, Alex Opremcak, Kristoffer Ottosson, Andre Petukhov, Alex Pizzuto, John Platt, Rebecca Potter, Orion Pritchard, Leonid P. Pryadko, Chris Quintana, Ganesh Ramachandran, Matthew J. Reagor, John Redding, David M. Rhodes, Gabrielle Roberts, Eliott Rosenberg, Emma Rosenfeld, Pedram Roushan, Nicholas C. Rubin, Negar Saei, Daniel Sank, Kannan Sankaragomathi, Kevin J. Satzinger, Alexander Schmidhuber, Henry F. Schurkus, Christopher Schuster, Michael J. Shearn, Aaron Shorter, Noah Shutty, Vladimir Shvarts, Volodymyr Sivak, Jindra Skruzny, Spencer Small, Vadim Smelyanskiy, W. Clarke Smith, Rolando D. Somma, Sofia Springer, George Sterling, Doug Strain, Jordan Suchard, Philippe Suchsland, Aaron Szasz, Alex Sztein, Douglas Thor, Eifu Tomita, Alfredo Torres, M. Mert Torunbalci, Abeer Vaishnav, Justin Vargas, Sergey Vdovichev, Guifre Vidal, Benjamin Villalonga, Catherine Vollgraff Heidweiller, Steven Waltman, Shannon X. Wang, Brayden Ware, Kate Weber, Travis Weidel, Tom Westerhout, Theodore White, Kristi Wong, Bryan W. K. Woo, Cheng Xing, Z. Jamie Yao, Ping Yeh, Bicheng Ying, Juhwan Yoo, Noureldin Yosri, Grayson Young, Adam Zalcman, Yaxing Zhang, Ningfeng Zhu & Nicholas Zobrist

    2. Department of Physics, Princeton University, Princeton, NJ, USA

      Dmitry A. Abanin

    3. Department of Chemistry, University of California Berkeley, Berkeley, CA, USA

      Ashok Ajoy, Christian Bengs & Chongwei Zhang

    4. Chemical Sciences Division, Lawrence Berkeley National Laboratory, Berkeley, CA, USA

      Ashok Ajoy & Christian Bengs

    5. CIFAR Azrieli Global Scholars Program, CIFAR, Toronto, Ontario, Canada

      Ashok Ajoy

    6. Department of Electrical and Computer Engineering, University of Massachusetts, Amherst, MA, USA

      Joseph C. Bardin

    7. NVIDIA Corporation, Santa Clara, CA, USA

      Saul Cohen, Hanfeng Gu, Ikko Hamamura & Elica Kyoseva

    8. Department of Physics, University of California, Santa Barbara, CA, USA

      Michel Devoret

    9. Department of Physics, University of Connecticut, Storrs, CT, USA

      Ilya Drozdov

    10. Department of Electrical and Computer Engineering, Auburn University, Auburn, AL, USA

      Michael C. Hamilton

    11. Institute for Quantum Information and Matter, Caltech, Pasadena, CA, USA

      Robbie King & Thomas Schuster

    12. Computational and Mathematical Sciences, Caltech, Pasadena, CA, USA

      Robbie King

    13. Department of Chemistry, Harvard University, Cambridge, MA, USA

      Joonho Lee

    14. Quantum Artificial Intelligence Laboratory, NASA Ames Research Center, Moffett Field, CA, USA

      Salvatore Mandrà

    15. KBR, Houston, TX, USA

      Salvatore Mandrà

    16. Department of Computer Science, University of California, Santa Barbara, CA, USA

      Murphy Yuezhen Niu

    17. Research Laboratory of Electronics, Massachusetts Institute of Technology, Cambridge, MA, USA

      William D. Oliver

    18. Department of Electrical Engineering and Computer Science, Massachusetts Institute of Technology, Cambridge, MA, USA

      William D. Oliver

    19. Department of Physics, Massachusetts Institute of Technology, Cambridge, MA, USA

      William D. Oliver

    20. Department of Physics and Astronomy, University of California, Riverside, CA, USA

      Leonid P. Pryadko

    21. Department of Physics and Astronomy, Dartmouth College, Hanover, NH, USA

      Chandrasekhar Ramanathan

    22. Walter Burke Institute for Theoretical Physics, Caltech, Pasadena, CA, USA

      Thomas Schuster

    23. Max Planck Institute for the Physics of Complex Systems, Dresden, Germany

      Philippe Suchsland

    Consortia

    Google Quantum AI and Collaborators

    • Dmitry A. Abanin
    • , Rajeev Acharya
    • , Laleh Aghababaie-Beni
    • , Georg Aigeldinger
    • , Ashok Ajoy
    • , Ross Alcaraz
    • , Igor Aleiner
    • , Trond I. Andersen
    • , Markus Ansmann
    • , Frank Arute
    • , Kunal Arya
    • , Abraham Asfaw
    • , Nikita Astrakhantsev
    • , Juan Atalaya
    • , Ryan Babbush
    • , Dave Bacon
    • , Brian Ballard
    • , Joseph C. Bardin
    • , Christian Bengs
    • , Andreas Bengtsson
    • , Alexander Bilmes
    • , Sergio Boixo
    • , Gina Bortoli
    • , Alexandre Bourassa
    • , Jenna Bovaird
    • , Dylan Bowers
    • , Leon Brill
    • , Michael Broughton
    • , David A. Browne
    • , Brett Buchea
    • , Bob B. Buckley
    • , David A. Buell
    • , Tim Burger
    • , Brian Burkett
    • , Nicholas Bushnell
    • , Anthony Cabrera
    • , Juan Campero
    • , Hung-Shen Chang
    • , Yu Chen
    • , Zijun Chen
    • , Ben Chiaro
    • , Liang-Ying Chih
    • , Desmond Chik
    • , Charina Chou
    • , Jahan Claes
    • , Agnetta Y. Cleland
    • , Josh Cogan
    • , Saul Cohen
    • , Roberto Collins
    • , Paul Conner
    • , William Courtney
    • , Alexander L. Crook
    • , Ben Curtin
    • , Sayan Das
    • , Laura De Lorenzo
    • , Dripto M. Debroy
    • , Sean Demura
    • , Michel Devoret
    • , Agustin Di Paolo
    • , Paul Donohoe
    • , Ilya Drozdov
    • , Andrew Dunsworth
    • , Clint Earle
    • , Alec Eickbusch
    • , Aviv Moshe Elbag
    • , Mahmoud Elzouka
    • , Catherine Erickson
    • , Lara Faoro
    • , Edward Farhi
    • , Vinicius S. Ferreira
    • , Leslie Flores Burgos
    • , Ebrahim Forati
    • , Austin G. Fowler
    • , Brooks Foxen
    • , Suhas Ganjam
    • , Gonzalo Garcia
    • , Robert Gasca
    • , Élie Genois
    • , William Giang
    • , Craig Gidney
    • , Dar Gilboa
    • , Raja Gosula
    • , Alejandro Grajales Dau
    • , Dietrich Graumann
    • , Alex Greene
    • , Jonathan A. Gross
    • , Hanfeng Gu
    • , Steve Habegger
    • , John Hall
    • , Ikko Hamamura
    • , Michael C. Hamilton
    • , Monica Hansen
    • , Matthew P. Harrigan
    • , Sean D. Harrington
    • , Stephen Heslin
    • , Paula Heu
    • , Oscar Higgott
    • , Gordon Hill
    • , Jeremy Hilton
    • , Sabrina Hong
    • , Hsin-Yuan Huang
    • , Ashley Huff
    • , William J. Huggins
    • , Lev B. Ioffe
    • , Sergei V. Isakov
    • , Justin Iveland
    • , Evan Jeffrey
    • , Zhang Jiang
    • , Xiaoxuan Jin
    • , Cody Jones
    • , Stephen Jordan
    • , Chaitali Joshi
    • , Pavol Juhas
    • , Andreas Kabel
    • , Dvir Kafri
    • , Hui Kang
    • , Amir H. Karamlou
    • , Kostyantyn Kechedzhi
    • , Julian Kelly
    • , Trupti Khaire
    • , Tanuj Khattar
    • , Mostafa Khezri
    • , Seon Kim
    • , Robbie King
    • , Paul V. Klimov
    • , Andrey R. Klots
    • , Bryce Kobrin
    • , Alexander N. Korotkov
    • , Fedor Kostritsa
    • , Robin Kothari
    • , John Mark Kreikebaum
    • , Vladislav D. Kurilovich
    • , Elica Kyoseva
    • , David Landhuis
    • , Tiano Lange-Dei
    • , Brandon W. Langley
    • , Pavel Laptev
    • , Kim-Ming Lau
    • , Loïck Le Guevel
    • , Justin Ledford
    • , Joonho Lee
    • , Kenny Lee
    • , Yuri D. Lensky
    • , Shannon Leon
    • , Brian J. Lester
    • , Wing Yan Li
    • , Alexander T. Lill
    • , Wayne Liu
    • , William P. Livingston
    • , Aditya Locharla
    • , Erik Lucero
    • , Daniel Lundahl
    • , Aaron Lunt
    • , Sid Madhuk
    • , Fionn D. Malone
    • , Ashley Maloney
    • , Salvatore Mandrà
    • , James M. Manyika
    • , Leigh S. Martin
    • , Orion Martin
    • , Steven Martin
    • , Yossi Matias
    • , Cameron Maxfield
    • , Jarrod R. McClean
    • , Matt McEwen
    • , Seneca Meeks
    • , Anthony Megrant
    • , Xiao Mi
    • , Kevin C. Miao
    • , Amanda Mieszala
    • , Zlatko Minev
    • , Reza Molavi
    • , Sebastian Molina
    • , Shirin Montazeri
    • , Alexis Morvan
    • , Ramis Movassagh
    • , Wojciech Mruczkiewicz
    • , Ofer Naaman
    • , Matthew Neeley
    • , Charles Neill
    • , Ani Nersisyan
    • , Hartmut Neven
    • , Michael Newman
    • , Jiun How Ng
    • , Anthony Nguyen
    • , Murray Nguyen
    • , Chia-Hung Ni
    • , Murphy Yuezhen Niu
    • , Logan Oas
    • , Thomas E. O’Brien
    • , William D. Oliver
    • , Alex Opremcak
    • , Kristoffer Ottosson
    • , Andre Petukhov
    • , Alex Pizzuto
    • , John Platt
    • , Rebecca Potter
    • , Orion Pritchard
    • , Leonid P. Pryadko
    • , Chris Quintana
    • , Ganesh Ramachandran
    • , Chandrasekhar Ramanathan
    • , Matthew J. Reagor
    • , John Redding
    • , David M. Rhodes
    • , Gabrielle Roberts
    • , Eliott Rosenberg
    • , Emma Rosenfeld
    • , Pedram Roushan
    • , Nicholas C. Rubin
    • , Negar Saei
    • , Daniel Sank
    • , Kannan Sankaragomathi
    • , Kevin J. Satzinger
    • , Alexander Schmidhuber
    • , Henry F. Schurkus
    • , Christopher Schuster
    • , Thomas Schuster
    • , Michael J. Shearn
    • , Aaron Shorter
    • , Noah Shutty
    • , Vladimir Shvarts
    • , Volodymyr Sivak
    • , Jindra Skruzny
    • , Spencer Small
    • , Vadim Smelyanskiy
    • , W. Clarke Smith
    • , Rolando D. Somma
    • , Sofia Springer
    • , George Sterling
    • , Doug Strain
    • , Jordan Suchard
    • , Philippe Suchsland
    • , Aaron Szasz
    • , Alex Sztein
    • , Douglas Thor
    • , Eifu Tomita
    • , Alfredo Torres
    • , M. Mert Torunbalci
    • , Abeer Vaishnav
    • , Justin Vargas
    • , Sergey Vdovichev
    • , Guifre Vidal
    • , Benjamin Villalonga
    • , Catherine Vollgraff Heidweiller
    • , Steven Waltman
    • , Shannon X. Wang
    • , Brayden Ware
    • , Kate Weber
    • , Travis Weidel
    • , Tom Westerhout
    • , Theodore White
    • , Kristi Wong
    • , Bryan W. K. Woo
    • , Cheng Xing
    • , Z. Jamie Yao
    • , Ping Yeh
    • , Bicheng Ying
    • , Juhwan Yoo
    • , Noureldin Yosri
    • , Grayson Young
    • , Adam Zalcman
    • , Chongwei Zhang
    • , Yaxing Zhang
    • , Ningfeng Zhu
    •  & Nicholas Zobrist

    Contributions

    D.A.A., R. Acharya, L.A.-B., G.A., R. Alcaraz, I.A., T.I.A., M.A., F.A., K.A., A. Asfaw, N.A., J.A., R.B., D. Bacon, B. Ballard, J.C.B., A. Bengtsson, A. Bilmes, S.B., G.B., A. Bourassa, J.B., D. Bowers, L.B., M.B., D.A. Browne, B. Buchea, B.B.B., D.A. Buell, T.B., B. Burkett, N.B., A.C., J. Campero, H.-S.C., Y.C., Z.C., B. Chiaro, L.-Y.C., D.C., C.C., J. Cogan, A.Y.C., J. Claes, R.C., P.C., W.C., A.L.C., B. Curtin, S. Das, L.D.L., D.M.D., S. Demura, M.D., A.D.P., P.D., I.D., A.D., C. Earle, A.E., A.M.E., M.E., C. Erickson, L.F., E. Farhi, V.S.F., L.F.B., E. Forati, A.G.F., B.F., S.G., G.G., R. Gasca, É.G., W.G., C.G., D. Gilboa, R. Gosula, A.G.D., D. Graumann, A.G., J.A.G., S. Heslin, J. Hall, M.C.H., M.H., M.P.H., S.D.H., S. Habegger, P.H., O.H., G.H., J. Hilton, S. Hong, H.-Y.H., A.H., W.J.H., L.B.I., S.V.I., J.I., E.J., Z.J., X.J., C. Jones, S.J., C. Joshi, P.J., A.K., D.K., H.K., A.H.K., K.K., J.K., T. Khaire, T. Khattar, M.K., S.K., R. King, P.V.K., R. Kothari, B.K., A.N.K., F.K., R. Kothari, J.M.K., V.D.K., D. Landhuis, T.L.-D., B.W.L., P.L., K.-M.L., L.L.G., J. Ledford, J. Lee, K.L., Y.D.L., S.L., B.J.L., W.Y.L., A.T.L., W.L., W.P.L., A. Locharla, E.L., D. Lundahl, A. Lunt, S. Madhuk, F.D.M., A. Maloney, S. Mandrà, J.M.M., L.S.M., O.M., S. Molina, Y.M., C.M., J.R.M., M.M., S. Montazeri, A. Megrant, X.M., K.C.M., A. Mieszala, Z.M., R. Movassagh, S. Meeks, S. Martin, A. Morvan, R. Molavi, W.M., O.N., M. Neeley, C.N., A. Nersisyan, H.N., M. Newman, J.H.N., A. Nguyen, M. Nguyen, C.-H.N., M.Y.N., L.O., T.E.O., W.D.O., A.O., K.O., A. Petukhov, A. Pizzuto, J.P., R.P., O.P., L.P.P., C.Q., G. Ramachandran, M.J.R., J.R., D.M.R., G. Roberts, E. Rosenberg, E. Rosenfeld, P.R., N.C.R., N. Saei, D. Strain, K.S., K.J.S., A. Shorter, H.F.S., C.S., T.S., M.J.S., A. Szasz, N. Shutty, V. Shvarts, V. Sivak, J. Skruzny, S. Small, V. Smelyanskiy, W.C.S., R.D.S., S. Springer, G.S., D. Sank, J. Suchard, P.S., A. Sztein, A. Schmidhuber, D.T., E.T., A.T., M.M.T., A.V., J.V., S.V., G.V., B.V., C.V.H., S.W., S.X.W., B.W., K. Wong, T. Weidel, T. Westerhout, T. White, K. Weber, B.W.K.W., C.X., Z.J.Y., P.Y., B.Y., J.Y., N.Y., G.Y., A.Z., Y.Z., N. Zhu and N. Zobrist performed the experiment, developed the theory behind the experiment, analysed the data and built the associated infrastructure supporting the experiment. S.C., H.G., I.H. and E.K. contributed to the classical simulation of OTOCs. A. Ajoy, C.Z., C.B. and C.R. contributed to the formulation of the Hamiltonian learning experiment. All authors participated in writing and revising the paper and Supplementary Information.

    Corresponding author

    Correspondence to
    Hartmut Neven.

    constructive edge ergodicity interference Observation quantum
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