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Quantum Chemistry in the Complex Domain Hugh G. A. Burton, 1 Alex J. W. Thom, 1 and Pierre-Fran¸cois Loos 2 1 Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, UK 2 Laboratoire de Chimie et Physique Quantiques (UMR 5626), Universit´ e de Toulouse, CNRS, UPS, France 5th Mar 2019

Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

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Page 1: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

Quantum Chemistry in the Complex Domain

Hugh G. A. Burton,1 Alex J. W. Thom,1 and Pierre-Francois Loos2

1Department of Chemistry, University of Cambridge, Lensfield Road, Cambridge, UK

2Laboratoire de Chimie et Physique Quantiques (UMR 5626), Universite de Toulouse, CNRS,UPS, France

5th Mar 2019

Page 2: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

Collaborators and Funding

• Selected CI and QMC

Anthony Yann Michel DenisScemama Garniron Caffarel Jacquemin

• Green function methods

Arjan Pina MikaBerger Romaniello Veril

Page 3: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

Selected CI methods + range-separated hybrids

“Quantum Package 2.0: An Open-Source Determinant-Driven Suite ofPrograms”,

Garniron et al. , JCTC (submitted) arXiv:1902.08154

Page 4: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

Green functions & self-consistency: an unhappy marriage?

G

Γ

P

W

Σ

εHF/KSεG

W

�Self-consistency?or

“Green functions and self-consistency: insights from the spherium model”,Loos, Romaniello & Berger, JCTC 14 (2018) 3071

Page 5: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

There’s a glitch in GW

“Unphysical discontinuities in GW methods”,Veril, Romaniello, Berger & Loos, JCTC 14 (2018) 5220

Page 6: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

How to morph ground state into excited state?

PhysicalTransition

Complex Adiabatic Connection

“Complex Adiabatic Connection: a Hidden Non-Hermitian Path fromGround to Excited States”,

Burton, Thom & Loos, JCP Comm. 150 (2019) 041103

Page 7: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

Section 2

PT -symmetric Quantum Mechanics

Page 8: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

Carl Bender

• Professor of Physics at Washington Universityin St. Louis:Expert in Mathematical Physics

• Homepage:https://web.physics.wustl.edu/cmb/

• Book:“Advanced Mathematical Methods for Scientistsand Engineers”

• Series of 15 lectures (can be found onYouTube) on Mathematical Physics:

• summation of divergent series• perturbation theory• asymptotic expansion• WKB approximation

• He will be lecturing at the 3rd Mini-school onMathematics (19th-21st Jun, Jussieu)https://wiki.lct.jussieu.fr/gdrnbody

Page 9: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

PT -Symmetric Quantum Mechanics

Page 10: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

PT -Symmetric Quantum Mechanics

The spectrum of the Hamiltonian

H = p2 + i x3

is real and positive.

Why? Because it is PT symmetric, i.e. invariant under the combination of

• parity P: p → −p and x → −x• time reversal T : p → −p, x → x and i → −i

Page 11: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

PT -Symmetric Quantum Mechanics

H = p2 + x2(ix)ε

• ε ≥ 0: unbroken PT -symmetry region

• ε = 0: PT boundary

• ε < 0: broken PT -symmetry region(eigenfunctions of H aren’t eigenfunctions of PT simultaneously)

Page 12: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

Hermitian vs PT -symmetric

PT -symmetric QM is an extension of QM into the complexplane

• Hermitian: H = H† where † means transpose +complex conjugate

• PT -symmetric: H = HPT , i.e. H = PT H(PT )−1

• Hermiticity is very powerful as it guarantees realenergies and conserves probability

• (unbroken) PT symmetry is a weaker condition whichstill ensure real energies and probability conservation

Page 13: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

Hermitian vs PT -symmetric vs Non-Hermitian

Hermitian H PT -symmetric H non-Hermitian H

H† = H HPT = H H† 6= H

Closed systems PT -symmetric systems Open systems

〈a|b〉 = a† · b 〈a|b〉 = aCPT · b (scattering, resonances, etc)

Page 14: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

PT -symmetric QM is a genuine quantum theory

Take-home message:PT -symmetric Hamiltonian can be seen as analytic continuation of

Hermitian Hamiltonian from real to complex space. 1

1The relativistic version of PT -symmetric QM does exist.

Page 15: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

PT -symmetric experiments

“Parity-time-symmetric whispering-gallery microcavities”Peng et al. Nature Physics 10 (2014) 394

Page 16: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

Highlight in Nature Physics (2015)

NATURE PHYSICS | VOL 11 | OCTOBER 2015 | www.nature.com/naturephysics 799

feature

© JO

RGE

CH

AM

© 2015 Macmillan Publishers Limited. All rights reserved

Page 17: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

PT -symmetry in Quantum and Classical Physics

Page 18: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

Section 3

Non-Hermitian quantum chemistry

Page 19: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

Hermitian Hamiltonian going complex

Let’s consider the Hamiltonian for two electrons on a unit sphere

H = −∇21 +∇2

2

2+

λ

r12

The CID/CCD Hamiltonian for 2 states reads

H = H(0)+λH(1) =

(λ λ/

√3

λ/√

3 2 + 7λ/5

)=

(0 00 2

)+λ

(1 1/

√3

1/√

3 7/5

)The eigenvalues are

E± = 1 +18λ

15±√

1 +2λ

5+

28λ2

75

For complex λ, the Hamiltonian becomes non Hermitian.There is a (square-root) singularity in the complex-λ plane at

λEP = −15

28

(1± i

5√3

)(Exceptional points)

Page 20: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

Hermitian Hamiltonian going complex

-� -� -� � � � �

-�

-�

• There is an avoided crossing at Re(λEP)

• The smaller Im(λEP), the sharper the avoided crossing is

• Square-root branch cuts from λEP running parallel to the Im axistowards ±i∞

• (non-Hermitian) exceptional points ≡ (Hermitian) conical intersection

• Im(λEP) is linked to the radius of convergence of PT

Page 21: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

Conical intersection (CI) vs exceptional point (EP)

Benda & Jagau, JPCL 9 (2018) 6978

• At CI, the eigenvectors stayorthogonal

• At EP, both eigenvalues andeigenvectors coalesce(self-orthogonal state)

• Encircling a CI, states do notinterchange but wave functionpicks up geometric phase

• Encircling a EP, states caninterchange and wave functionpicks up geometric phase

• encircling a EP clockwise oranticlockwise yields differentstates

Page 22: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

Hermitian Hamiltonian going PT -symmetric

How to PT -symmetrize a CI matrix?

H =

(λ iλ/

√3

iλ/√

3 2 + 7λ/5

)It is definitely not Hermitian but thePT -symmetry is not obvious...

H =

(ε1 iλiλ ε2

)=

((ε1 + ε2)/2 0

0 (ε1 + ε2)/2

)+ i

(i(ε2 − ε1)/2 λ

λ −i(ε2 − ε1)/2

)PT -symmetry projects exceptionalpoints on the real axis

-� -� -� � � � �

-�

-�

-� -� � � �

-�

��

��

Page 23: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

Section 4

non-Hermitian Quantum Chemistry

Page 24: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

The basic idea

• Quantum mechanics isquantized because we’re lookingat it in the real plane (Reimannsheets or parking garage)

• If you extend real numbers tocomplex numbers you lose theordering property of realnumbers

• So, can we interchange groundand excited states away fromthe real axis?

• How do we do it (in practice)?

Page 25: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

The basic idea

• Quantum mechanics isquantized because we’re lookingat it in the real plane (Reimannsheets or parking garage)

• If you extend real numbers tocomplex numbers you lose theordering property of realnumbers

• So, can we interchange groundand excited states away fromthe real axis?

• How do we do it (in practice)?

Page 26: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

Holomorphic HF = analytical continuation of HF

Let’s consider (again) the Hamiltonian for two electrons on a unit sphere

H = −∇21 +∇2

2

2+

λ

r12

We are looking for a UHF solution of the form

ΨUHF(θ1, θ2) = ϕ(θ1)ϕ(π − θ2)

where the spatial orbital is ϕ = s cosχ+ pz sinχ.

Ensuring the stationarity of the UHF energy, i.e., ∂EUHF/∂χ = 0

sin 2χ (75 + 6λ− 56λ cos 2χ) = 0

or

χ = 0 or π/2 χ = ± arccos

(3

28+

75

56λ

)

Page 27: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

HF energy landscape

-4 -2 0 2 4-6

-4

-2

0

2

4

6

E s2

RHF(λ) = λ Ep2z

RHF(λ) = 2 +29λ

25EUHF(λ) = − 75

112λ+

25

28+

59λ

84

Page 28: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

Analytical continuation and state interconversion

arccos(z) = π/2 + i log(i z +

√1− z2

)z = 3/28 + 75/(56λ)

Page 29: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

Complex adiabatic connection path

-3 -2 -1 0 1 2 3-4

-2

0

2

4

Coulson-Fisher points ≈ exceptional points ⇒ quasi-exceptional points

Page 30: Quantum Chemistry in the Complex DomainExpert in Mathematical Physics Homepage: Book: \Advanced Mathematical Methods for Scientists and Engineers" Series of 15 lectures (can be found

That’s (almost) the end...

Acknowledgements

• Hugh Burton and Alex Thom (Cambridge)

• Emmanuel Giner and Julien Toulouse (Paris)

• Denis Jacquemin (Nantes)

• Emmanuel Fromager (Strasbourg)

• Pina Romaniello and Arjan Berger (Toulouse)

• Anthony Scemama and Michel Caffarel (Toulouse)