Maximilian Mörchen, Guang Hao Low, Thomas Weymuth, Hongbin Liu, Matthias Troyer, Markus Reiher
{"title":"电子结构分类和反应化学量子计算的状态准备","authors":"Maximilian Mörchen, Guang Hao Low, Thomas Weymuth, Hongbin Liu, Matthias Troyer, Markus Reiher","doi":"arxiv-2409.08910","DOIUrl":null,"url":null,"abstract":"Quantum computation for chemical problems will require the construction of\nguiding states with sufficient overlap with a target state. Since easily\navailable and initializable mean-field states are characterized by an overlap\nthat is reduced for multi-configurational electronic structures and even\nvanishes with growing system size, we here investigate the severity of state\npreparation for reaction chemistry. We emphasize weaknesses in current\ntraditional approaches (even for weakly correlated molecules) and highlight the\nadvantage of quantum phase estimation algorithms. An important result is the\nintroduction of a new classification scheme for electronic structures based on\norbital entanglement information. We identify two categories of\nmulti-configurational molecules. Whereas class-1 molecules are dominated by\nvery few determinants and often found in reaction chemistry, class-2 molecules\ndo not allow one to single out a reasonably sized number of important\ndeterminants. The latter are particularly hard for traditional approaches and\nan ultimate target for quantum computation. Some open-shell iron-sulfur\nclusters belong to class 2. We discuss the role of the molecular orbital basis\nset and show that true class-2 molecules remain in this class independent of\nthe choice of the orbital basis, with the iron-molybdenum cofactor of\nnitrogenase being a prototypical example. We stress that class-2 molecules can\nbe build in a systematic fashion from open-shell centers or unsaturated carbon\natoms. Our key result is that it will always be possible to initialize a\nguiding state for chemical reaction chemistry in the ground state based on\ninitial low-cost approximate electronic structure information, which is\nfacilitated by the finite size of the atomistic structures to be considered.","PeriodicalId":501369,"journal":{"name":"arXiv - PHYS - Computational Physics","volume":"95 1","pages":""},"PeriodicalIF":0.0000,"publicationDate":"2024-09-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Classification of electronic structures and state preparation for quantum computation of reaction chemistry\",\"authors\":\"Maximilian Mörchen, Guang Hao Low, Thomas Weymuth, Hongbin Liu, Matthias Troyer, Markus Reiher\",\"doi\":\"arxiv-2409.08910\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"Quantum computation for chemical problems will require the construction of\\nguiding states with sufficient overlap with a target state. Since easily\\navailable and initializable mean-field states are characterized by an overlap\\nthat is reduced for multi-configurational electronic structures and even\\nvanishes with growing system size, we here investigate the severity of state\\npreparation for reaction chemistry. We emphasize weaknesses in current\\ntraditional approaches (even for weakly correlated molecules) and highlight the\\nadvantage of quantum phase estimation algorithms. An important result is the\\nintroduction of a new classification scheme for electronic structures based on\\norbital entanglement information. We identify two categories of\\nmulti-configurational molecules. Whereas class-1 molecules are dominated by\\nvery few determinants and often found in reaction chemistry, class-2 molecules\\ndo not allow one to single out a reasonably sized number of important\\ndeterminants. The latter are particularly hard for traditional approaches and\\nan ultimate target for quantum computation. Some open-shell iron-sulfur\\nclusters belong to class 2. We discuss the role of the molecular orbital basis\\nset and show that true class-2 molecules remain in this class independent of\\nthe choice of the orbital basis, with the iron-molybdenum cofactor of\\nnitrogenase being a prototypical example. We stress that class-2 molecules can\\nbe build in a systematic fashion from open-shell centers or unsaturated carbon\\natoms. Our key result is that it will always be possible to initialize a\\nguiding state for chemical reaction chemistry in the ground state based on\\ninitial low-cost approximate electronic structure information, which is\\nfacilitated by the finite size of the atomistic structures to be considered.\",\"PeriodicalId\":501369,\"journal\":{\"name\":\"arXiv - PHYS - Computational Physics\",\"volume\":\"95 1\",\"pages\":\"\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2024-09-13\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"arXiv - PHYS - Computational Physics\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/arxiv-2409.08910\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"arXiv - PHYS - Computational Physics","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/arxiv-2409.08910","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Classification of electronic structures and state preparation for quantum computation of reaction chemistry
Quantum computation for chemical problems will require the construction of
guiding states with sufficient overlap with a target state. Since easily
available and initializable mean-field states are characterized by an overlap
that is reduced for multi-configurational electronic structures and even
vanishes with growing system size, we here investigate the severity of state
preparation for reaction chemistry. We emphasize weaknesses in current
traditional approaches (even for weakly correlated molecules) and highlight the
advantage of quantum phase estimation algorithms. An important result is the
introduction of a new classification scheme for electronic structures based on
orbital entanglement information. We identify two categories of
multi-configurational molecules. Whereas class-1 molecules are dominated by
very few determinants and often found in reaction chemistry, class-2 molecules
do not allow one to single out a reasonably sized number of important
determinants. The latter are particularly hard for traditional approaches and
an ultimate target for quantum computation. Some open-shell iron-sulfur
clusters belong to class 2. We discuss the role of the molecular orbital basis
set and show that true class-2 molecules remain in this class independent of
the choice of the orbital basis, with the iron-molybdenum cofactor of
nitrogenase being a prototypical example. We stress that class-2 molecules can
be build in a systematic fashion from open-shell centers or unsaturated carbon
atoms. Our key result is that it will always be possible to initialize a
guiding state for chemical reaction chemistry in the ground state based on
initial low-cost approximate electronic structure information, which is
facilitated by the finite size of the atomistic structures to be considered.