Computational Investigations of the Lithium Superoxide Dimer Rearrangement on Noisy Quantum Devices
Quantum chemistry studies of biradical systems are challenging due to the required multiconfigurational nature of the wavefunction. In this work, Variational Quantum Eigensolver (VQE) is used to compute the energy profile for the lithium superoxide dimer rearrangement, involving biradical species, o...
Saved in:
Published in | The journal of physical chemistry. A, Molecules, spectroscopy, kinetics, environment, & general theory Vol. 125; no. 9; pp. 1827 - 1836 |
---|---|
Main Authors | , , , , , , , , |
Format | Journal Article |
Language | English |
Published |
United States
American Chemical Society
11.03.2021
|
Subjects | |
Online Access | Get full text |
Cover
Loading…
Abstract | Quantum chemistry studies of biradical systems are challenging due to the required multiconfigurational nature of the wavefunction. In this work, Variational Quantum Eigensolver (VQE) is used to compute the energy profile for the lithium superoxide dimer rearrangement, involving biradical species, on quantum simulators and devices. Considering that current quantum devices can only handle limited number of qubits, we present guidelines for selecting an appropriate active space to perform computations on chemical systems that require many qubits. We show that with VQE performed with a quantum simulator reproduces results obtained with full-configuration interaction (Full CI) for the chosen active space. However, results deviate from exact values by about 39 mHa for calculations on a quantum device. This deviation can be improved to about 4 mHa using the readout mitigation approach and can be further improved to 2 mHa, approaching chemical accuracy, using the state tomography technique to purify the calculated quantum state. |
---|---|
AbstractList | Quantum chemistry studies of biradical systems are challenging due to the required multiconfigurational nature of the wavefunction. In this work, Variational Quantum Eigensolver (VQE) is used to compute the energy profile for the lithium superoxide dimer rearrangement, involving biradical species, on quantum simulators and devices. Considering that current quantum devices can only handle limited number of qubits, we present guidelines for selecting an appropriate active space to perform computations on chemical systems that require many qubits. We show that with VQE performed with a quantum simulator reproduces results obtained with full-configuration interaction (Full CI) for the chosen active space. However, results deviate from exact values by about 39 mHa for calculations on a quantum device. This deviation can be improved to about 4 mHa using the readout mitigation approach and can be further improved to 2 mHa, approaching chemical accuracy, using the state tomography technique to purify the calculated quantum state. |
Author | Gao, Qi Yamamoto, Naoki Gujarati, Tanvi P Wood, Stephen P Jones, Gavin O Pistoia, Marco Garcia, Jeannette M Nakamura, Hajime Rice, Julia E |
AuthorAffiliation | Keio University Quantum Computing Center IBM Quantum IBM Research−Tokyo IBM Thomas J. Watson Research Center Mitsubishi Chemical Corporation Science & Innovation Center |
AuthorAffiliation_xml | – name: IBM Quantum – name: IBM Research−Tokyo – name: Mitsubishi Chemical Corporation Science & Innovation Center – name: Quantum Computing Center – name: Keio University – name: IBM Thomas J. Watson Research Center |
Author_xml | – sequence: 1 givenname: Qi surname: Gao fullname: Gao, Qi email: caoch@user.keio.ac.jp organization: Keio University – sequence: 2 givenname: Hajime surname: Nakamura fullname: Nakamura, Hajime organization: IBM Research−Tokyo – sequence: 3 givenname: Tanvi P surname: Gujarati fullname: Gujarati, Tanvi P organization: IBM Quantum – sequence: 4 givenname: Gavin O orcidid: 0000-0003-1528-6438 surname: Jones fullname: Jones, Gavin O organization: IBM Quantum – sequence: 5 givenname: Julia E surname: Rice fullname: Rice, Julia E organization: IBM Quantum – sequence: 6 givenname: Stephen P surname: Wood fullname: Wood, Stephen P organization: IBM Thomas J. Watson Research Center – sequence: 7 givenname: Marco surname: Pistoia fullname: Pistoia, Marco organization: IBM Thomas J. Watson Research Center – sequence: 8 givenname: Jeannette M orcidid: 0000-0002-8336-4592 surname: Garcia fullname: Garcia, Jeannette M email: jmgarcia@us.ibm.com organization: IBM Quantum – sequence: 9 givenname: Naoki surname: Yamamoto fullname: Yamamoto, Naoki email: yamamoto@appi.keio.ac.jp organization: Keio University |
BackLink | https://www.ncbi.nlm.nih.gov/pubmed/33635672$$D View this record in MEDLINE/PubMed |
BookMark | eNp1kElPwzAQRi0Eomx3TshHDqR4iZP4iFqWShWI7Rw5zpgaNXawk4r-ewIt3DjNjPS-T5p3iHadd4DQKSVjShi9VDqO31utxkQTKTjZQQdUMJIIRsXusJNCJiLjcoQOY3wnhFDO0n004jzjIsvZAdIT37R9pzrrnVrimVtB7Ozbzx2xN7hbAJ7bbmH7Bj_3LQT_aWvAU9tAwE-gQlDuDRpwHfYO33sb1_ixV64b-CmsrIZ4jPaMWkY42c4j9Hpz_TK5S-YPt7PJ1TxRKWFdoinhNeWZYbk0PFWmkkzpinLgLK9rVVSCC5FRYFQWIq9JygtghZFFkcnMVPwInW962-A_-uGPsrFRw3KpHPg-liyVKSsozfIBJRtUBx9jAFO2wTYqrEtKym-15aC2_FZbbtUOkbNte181UP8Ffl0OwMUG-In6PgxC4_99X2cth5Y |
CitedBy_id | crossref_primary_10_1103_PhysRevA_105_062421 crossref_primary_10_1103_PhysRevResearch_4_023154 crossref_primary_10_1038_s42005_021_00751_9 crossref_primary_10_1021_acs_jctc_3c00527 crossref_primary_10_1103_PhysRevResearch_4_013173 crossref_primary_10_1021_acs_jctc_3c00886 crossref_primary_10_1103_PhysRevA_103_052416 crossref_primary_10_1103_PhysRevA_105_012425 crossref_primary_10_1038_s43588_022_00279_0 crossref_primary_10_1039_D1CP04318H crossref_primary_10_1038_s41534_023_00753_1 crossref_primary_10_1186_s41313_021_00032_6 crossref_primary_10_1021_acs_jpcc_1c08530 crossref_primary_10_1038_s41524_021_00540_6 crossref_primary_10_1002_wcms_1580 crossref_primary_10_1063_5_0054647 crossref_primary_10_1038_s41524_023_00965_1 crossref_primary_10_1049_gtd2_12602 crossref_primary_10_1088_2516_1075_ad3592 crossref_primary_10_1038_s41534_023_00730_8 crossref_primary_10_1021_acs_jctc_3c00319 crossref_primary_10_1021_acs_jctc_3c00913 crossref_primary_10_3390_quantum4020012 crossref_primary_10_1021_acs_jpca_3c07429 crossref_primary_10_1038_s41534_024_00851_8 crossref_primary_10_1021_acs_jcim_3c00562 crossref_primary_10_1021_acs_jpcb_1c08679 crossref_primary_10_1021_acs_jpclett_1c03269 crossref_primary_10_1103_PhysRevApplied_21_064017 crossref_primary_10_1103_RevModPhys_96_031001 crossref_primary_10_1063_5_0044068 crossref_primary_10_1021_acs_jpca_1c08677 crossref_primary_10_1103_PRXQuantum_3_010339 crossref_primary_10_1039_D3CP03523A crossref_primary_10_1021_acs_jctc_1c01170 crossref_primary_10_1103_PhysRevA_106_022404 crossref_primary_10_1039_D1CS01184G |
Cites_doi | 10.1038/nature23879 10.1103/RevModPhys.32.335 10.1090/S0025-5718-1980-0583502-2 10.1038/ncomms5213 10.1103/PhysRevA.98.022322 10.1038/s41534-019-0209-0 10.1038/s41534-019-0167-6 10.1002/adma.201403064 10.1103/PhysRevB.37.785 10.1038/nenergy.2016.128 10.1021/cr400573b 10.1021/acs.jctc.8b00943 10.1109/TAC.2000.880982 10.1007/BF01331938 10.1063/1.3382344 10.1063/1.474865 10.1039/C7SC02519J 10.1063/1.4989858 10.1063/1.464913 10.1088/2058-9565/aad3e4 10.1002/qua.24481 10.22331/q-2018-08-06-79 10.1002/jcc.540040303 10.1021/jp1047584 10.1063/1.476673 10.1016/0009-2614(80)80628-2 10.1063/1.444231 10.1021/acs.jctc.7b00764 10.6028/jres.049.044 10.1103/PhysRevA.100.022517 10.1063/1.448859 10.1038/nphys3029 10.1002/wcms.1340 10.1021/jz500084e 10.1139/p80-159 10.1021/acs.jctc.9b00236 10.1002/0471721492 10.1080/00268977400100171 10.1021/j100096a001 10.1038/s41586-019-1040-7 10.1007/978-1-4899-8062-5 10.1063/1.1674902 10.1038/s41534-019-0187-2 10.1103/PhysRevResearch.2.043140 10.1007/BF00533485 10.1063/1.444267 10.1063/1.446313 10.1063/1.438980 10.1103/PhysRevA.98.062339 10.1002/jcc.540111013 10.1063/1.438955 10.1021/jz5026273 |
ContentType | Journal Article |
Copyright | 2021 American
Chemical Society |
Copyright_xml | – notice: 2021 American Chemical Society |
DBID | NPM AAYXX CITATION 7X8 |
DOI | 10.1021/acs.jpca.0c09530 |
DatabaseName | PubMed CrossRef MEDLINE - Academic |
DatabaseTitle | PubMed CrossRef MEDLINE - Academic |
DatabaseTitleList | PubMed |
Database_xml | – sequence: 1 dbid: NPM name: PubMed url: https://proxy.k.utb.cz/login?url=http://www.ncbi.nlm.nih.gov/entrez/query.fcgi?db=PubMed sourceTypes: Index Database |
DeliveryMethod | fulltext_linktorsrc |
Discipline | Chemistry |
EISSN | 1520-5215 |
EndPage | 1836 |
ExternalDocumentID | 10_1021_acs_jpca_0c09530 33635672 a789054001 |
Genre | Journal Article |
GroupedDBID | - .K2 02 123 29L 4.4 55A 5VS 7~N 85S 8RP AABXI ABFLS ABMVS ABPPZ ABPTK ABUCX ACGFS ACNCT ACS AEESW AENEX AFEFF ALMA_UNASSIGNED_HOLDINGS AQSVZ BAANH CJ0 CS3 D0L DU5 EBS ED ED~ F5P GNL IH9 IHE JG JG~ K2 PZZ RNS ROL TAE TN5 UI2 UKR UPT VF5 VG9 VQA W1F WH7 X YZZ ZHY --- -~X .DC 53G ABJNI ABQRX ACBEA ADHLV AHGAQ CUPRZ GGK NPM XSW YQT ~02 AAYXX CITATION 7X8 |
ID | FETCH-LOGICAL-a402t-c103d136f279f34afb92acb13e327dda8b535561e219857d0438e28f988696fb3 |
IEDL.DBID | ACS |
ISSN | 1089-5639 |
IngestDate | Fri Aug 16 07:12:30 EDT 2024 Fri Dec 06 01:07:52 EST 2024 Sat Sep 28 08:25:31 EDT 2024 Sat Mar 13 04:50:57 EST 2021 |
IsPeerReviewed | true |
IsScholarly | true |
Issue | 9 |
Language | English |
License | https://doi.org/10.15223/policy-029 https://doi.org/10.15223/policy-037 https://doi.org/10.15223/policy-045 |
LinkModel | DirectLink |
MergedId | FETCHMERGED-LOGICAL-a402t-c103d136f279f34afb92acb13e327dda8b535561e219857d0438e28f988696fb3 |
Notes | ObjectType-Article-1 SourceType-Scholarly Journals-1 ObjectType-Feature-2 content type line 23 |
ORCID | 0000-0002-8336-4592 0000-0003-1528-6438 |
PMID | 33635672 |
PQID | 2494281167 |
PQPubID | 23479 |
PageCount | 10 |
ParticipantIDs | proquest_miscellaneous_2494281167 crossref_primary_10_1021_acs_jpca_0c09530 pubmed_primary_33635672 acs_journals_10_1021_acs_jpca_0c09530 |
ProviderPackageCode | JG~ 55A AABXI GNL VF5 7~N VG9 W1F ACS AEESW AFEFF .K2 ABMVS ABUCX IH9 BAANH AQSVZ ED~ UI2 |
PublicationCentury | 2000 |
PublicationDate | 2021-03-11 |
PublicationDateYYYYMMDD | 2021-03-11 |
PublicationDate_xml | – month: 03 year: 2021 text: 2021-03-11 day: 11 |
PublicationDecade | 2020 |
PublicationPlace | United States |
PublicationPlace_xml | – name: United States |
PublicationTitle | The journal of physical chemistry. A, Molecules, spectroscopy, kinetics, environment, & general theory |
PublicationTitleAlternate | J. Phys. Chem. A |
PublicationYear | 2021 |
Publisher | American Chemical Society |
Publisher_xml | – name: American Chemical Society |
References | ref9/cit9 ref45/cit45 ref3/cit3 ref27/cit27 ref56/cit56 ref16/cit16 ref52/cit52 ref23/cit23 ref31/cit31 ref2/cit2 ref34/cit34 ref37/cit37 ref20/cit20 ref48/cit48 ref17/cit17 ref10/cit10 Moss R. A. (ref8/cit8) 2003 ref35/cit35 ref53/cit53 ref19/cit19 ref21/cit21 ref42/cit42 ref46/cit46 ref49/cit49 Imanishi N. (ref12/cit12) 2014 ref13/cit13 ref24/cit24 ref38/cit38 ref50/cit50 Anslyn E. V. (ref7/cit7) 2006 ref54/cit54 ref6/cit6 ref36/cit36 ref18/cit18 Spall J. C. (ref44/cit44) 1998; 19 ref11/cit11 ref25/cit25 ref29/cit29 ref32/cit32 ref39/cit39 ref14/cit14 ref57/cit57 ref5/cit5 ref51/cit51 ref43/cit43 ref28/cit28 ref40/cit40 ref26/cit26 ref55/cit55 ref15/cit15 ref41/cit41 ref58/cit58 ref22/cit22 ref33/cit33 ref4/cit4 ref30/cit30 ref47/cit47 ref1/cit1 |
References_xml | – ident: ref4/cit4 doi: 10.1038/nature23879 – ident: ref55/cit55 doi: 10.1103/RevModPhys.32.335 – ident: ref56/cit56 doi: 10.1090/S0025-5718-1980-0583502-2 – ident: ref3/cit3 doi: 10.1038/ncomms5213 – ident: ref49/cit49 doi: 10.1103/PhysRevA.98.022322 – ident: ref9/cit9 doi: 10.1038/s41534-019-0209-0 – ident: ref58/cit58 doi: 10.1038/s41534-019-0167-6 – ident: ref13/cit13 doi: 10.1002/adma.201403064 – ident: ref31/cit31 doi: 10.1103/PhysRevB.37.785 – ident: ref11/cit11 doi: 10.1038/nenergy.2016.128 – ident: ref15/cit15 doi: 10.1021/cr400573b – ident: ref40/cit40 doi: 10.1021/acs.jctc.8b00943 – volume-title: Modern Physical Organic Chemistry year: 2006 ident: ref7/cit7 contributor: fullname: Anslyn E. V. – ident: ref45/cit45 doi: 10.1109/TAC.2000.880982 – ident: ref50/cit50 doi: 10.1007/BF01331938 – ident: ref34/cit34 doi: 10.1063/1.3382344 – ident: ref25/cit25 doi: 10.1063/1.474865 – ident: ref16/cit16 doi: 10.1039/C7SC02519J – ident: ref39/cit39 doi: 10.1063/1.4989858 – ident: ref30/cit30 doi: 10.1063/1.464913 – volume: 19 start-page: 482 year: 1998 ident: ref44/cit44 publication-title: Johns Hopkins APL Tech. Dig. contributor: fullname: Spall J. C. – ident: ref41/cit41 doi: 10.1088/2058-9565/aad3e4 – ident: ref29/cit29 – ident: ref28/cit28 doi: 10.1002/qua.24481 – ident: ref1/cit1 doi: 10.22331/q-2018-08-06-79 – ident: ref27/cit27 doi: 10.1002/jcc.540040303 – ident: ref17/cit17 doi: 10.1021/jp1047584 – ident: ref26/cit26 doi: 10.1063/1.476673 – ident: ref23/cit23 doi: 10.1016/0009-2614(80)80628-2 – ident: ref46/cit46 doi: 10.1063/1.444231 – ident: ref42/cit42 – ident: ref37/cit37 doi: 10.1021/acs.jctc.7b00764 – ident: ref43/cit43 doi: 10.6028/jres.049.044 – ident: ref54/cit54 doi: 10.1103/PhysRevA.100.022517 – ident: ref48/cit48 doi: 10.1063/1.448859 – ident: ref57/cit57 doi: 10.1038/nphys3029 – ident: ref2/cit2 – ident: ref38/cit38 doi: 10.1002/wcms.1340 – ident: ref18/cit18 doi: 10.1021/jz500084e – ident: ref32/cit32 doi: 10.1139/p80-159 – ident: ref10/cit10 – ident: ref51/cit51 doi: 10.1021/acs.jctc.9b00236 – volume-title: Reactive Intermediate Chemistry year: 2003 ident: ref8/cit8 doi: 10.1002/0471721492 contributor: fullname: Moss R. A. – ident: ref21/cit21 doi: 10.1080/00268977400100171 – ident: ref33/cit33 doi: 10.1021/j100096a001 – ident: ref5/cit5 doi: 10.1038/s41586-019-1040-7 – volume-title: The Lithium Air Battery: Fundamentals year: 2014 ident: ref12/cit12 doi: 10.1007/978-1-4899-8062-5 contributor: fullname: Imanishi N. – ident: ref19/cit19 doi: 10.1063/1.1674902 – ident: ref52/cit52 doi: 10.1038/s41534-019-0187-2 – ident: ref6/cit6 doi: 10.1103/PhysRevResearch.2.043140 – ident: ref20/cit20 doi: 10.1007/BF00533485 – ident: ref22/cit22 doi: 10.1063/1.444267 – ident: ref47/cit47 doi: 10.1063/1.446313 – ident: ref35/cit35 doi: 10.1063/1.438980 – ident: ref53/cit53 doi: 10.1103/PhysRevA.98.062339 – ident: ref24/cit24 doi: 10.1002/jcc.540111013 – ident: ref36/cit36 doi: 10.1063/1.438955 – ident: ref14/cit14 doi: 10.1021/jz5026273 |
SSID | ssj0001324 |
Score | 2.609189 |
Snippet | Quantum chemistry studies of biradical systems are challenging due to the required multiconfigurational nature of the wavefunction. In this work, Variational... |
SourceID | proquest crossref pubmed acs |
SourceType | Aggregation Database Index Database Publisher |
StartPage | 1827 |
SubjectTerms | A: Structure, Spectroscopy, and Reactivity of Molecules and Clusters |
Title | Computational Investigations of the Lithium Superoxide Dimer Rearrangement on Noisy Quantum Devices |
URI | http://dx.doi.org/10.1021/acs.jpca.0c09530 https://www.ncbi.nlm.nih.gov/pubmed/33635672 https://search.proquest.com/docview/2494281167 |
Volume | 125 |
hasFullText | 1 |
inHoldings | 1 |
isFullTextHit | |
isPrint | |
link | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwjV1LT8MwDI7QOMCF92O8FCQ4cOhok3Ztj2iAJgSTYEzarUrSVBS0dlpbCfj12G3HG7RrlUatndj-YuczIUeWcl3lyhBgqpCGzRXYQccUhhbS1h7SsTC8O3zTa3cH9tXQGX7Q5HzP4DPrVKis9TgGeG8q5EYDeD7PXEDfGAZ1-u9WF1CVXRXT-4YDbrdOSf42AzoilX11RH9El6WXuVyu2hVlJTkhFpc8tYpcttTrT-rGGX5ghSzVwSY9q1bHKpnTyRpZ6Ex7vK0TVTV1qA8E6SfSDViMNI0ohIf0Os4f4mJE-wWSij_Hoabn8UhP6B3W-eLlBDxhpGlCe2mcvdDbArQF4891aYU2yODy4r7TNeq2C4YAMJkbyjJ5aPF2xFw_4raIpM-EknhcytwwFJ50ODbV1GDsPMcNMZeomRf5ngeqjSTfJI0kTfQ2oZ6P_F5mBLjJgcinLUJ4wbaUAAivfFM3yTFIJ6i3TRaUGXFmBeVDEFlQi6xJTqa6CsYVC8c_Yw-nygxAmpj_EIlOiywApAlgCxNPTbJVafl9Ns6RqM9lOzN-0S5ZZFjdgpV91h5p5JNC70N4ksuDcl2-AUzW3yI |
link.rule.ids | 314,780,784,2765,27076,27924,27925,56738,56788 |
linkProvider | American Chemical Society |
linkToHtml | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1LT8MwDLYQHMaF92M8gwQHDoU-1_aIBmjAmATbJG5VkqaiIFpEWwn49dhtNx4CBNcqjVI7tf3FzmeAXUO6rnRFiDCVC822JNpBR-ea4sJWHtGxmHR3-LLX6gzt8xvnZgKM0V0YXESGM2VlEv-dXcA4pGd3j4jydUkUaYjSpxzqWEnRULs_Nr4Iruyqpt7XHPS-dWbyuxnIH8nssz_6Icgsnc3pLFyPl1nWmNwfFLk4kK9fGBz_9R1zMFOHnuyo2ivzMKGSBWi0Rx3fFkFWLR7q40H2gYIDtyZLI4bBIuvG-W1cPLB-QRTjz3Go2HH8oJ7YNVX90lUFOm9kacJ6aZy9sKsCdYfjj1Vpk5ZgeHoyaHe0ugmDxhFa5po0dCs0rFZkun5k2TwSvsmloMNT0w1D7gnHohabCk2f57ghZRaV6UW-56GiI2Etw2SSJmoVmOcT25ceIYpyMA5q8RBfsA3JEdBLX1dN2EPpBPVPlAVlftw0gvIhiiyoRdaE_ZHKgseKk-OXsTsjnQYoTcqG8ESlRRYg7kToRWmoJqxUyh7PZllE2-eaa39c0TY0OoPLbtA9612sw7RJdS9U82dswGT-VKhNDFxysVVu1TfOF-eP |
linkToPdf | http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwlV1ZS8QwEB5EQX3xPtYzgj74UO25bR9l18Vz8ca3kqQpVtl2sS2ov96ZtruoqOhrSEOaSWbmy0y-Adg2pOtKV4QIU7nQbEuiHnR0rikubOURHYtJb4fPu82jW_vk3rkfAWfwFgYnkeFIWRnEp1PdD6OaYcDYp_bHPiJ9XRJNGiL1MQeVLWVyHbSuhwoYAZZd5dX7moMWuI5OfjcC2SSZfbZJPziapcHpTMPdcKplnsnTXpGLPfn2hcXx3_8yA1O1C8oOqj0zCyMqmYOJ1qDy2zzIqtRDfU3IPlBx4BZlacTQaWRncf4QFz12XRDV-EscKtaOe-qZXVH2Lz1ZoHtHliasm8bZK7ssUIbYv61K3bQAt53Dm9aRVhdj0DhCzFyThm6FhtWMTNePLJtHwje5FHSJarphyD3hWFRqU6EK9Bw3pAijMr3I9zwUeCSsRRhN0kQtA_N8Yv3SI0RTDvpDTR7iB7YhOQJ76euqATu4OkF9mLKgjJObRlA24pIF9ZI1YHcgtqBfcXP80ndrINcAV5OiIjxRaZEFiD8RglE4qgFLlcCHo1kW0fe55sofZ7QJ4xftTnB23D1dhUmT0l8o9c9Yg9H8uVDr6L_kYqPcre9mxuoS |
openUrl | ctx_ver=Z39.88-2004&ctx_enc=info%3Aofi%2Fenc%3AUTF-8&rfr_id=info%3Asid%2Fsummon.serialssolutions.com&rft_val_fmt=info%3Aofi%2Ffmt%3Akev%3Amtx%3Ajournal&rft.genre=article&rft.atitle=Computational+Investigations+of+the+Lithium+Superoxide+Dimer+Rearrangement+on+Noisy+Quantum+Devices&rft.jtitle=The+journal+of+physical+chemistry.+A%2C+Molecules%2C+spectroscopy%2C+kinetics%2C+environment%2C+%26+general+theory&rft.au=Gao%2C+Qi&rft.au=Nakamura%2C+Hajime&rft.au=Gujarati%2C+Tanvi+P&rft.au=Jones%2C+Gavin+O&rft.date=2021-03-11&rft.eissn=1520-5215&rft.volume=125&rft.issue=9&rft.spage=1827&rft.epage=1836&rft_id=info:doi/10.1021%2Facs.jpca.0c09530&rft.externalDBID=NO_FULL_TEXT |
thumbnail_l | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1089-5639&client=summon |
thumbnail_m | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1089-5639&client=summon |
thumbnail_s | http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1089-5639&client=summon |