STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP...

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Gastão Krein Instituto de Física Teórica, São Paulo STOCHASTIC QUANTIZATION — From QCD to semi-classical gravity XXXIX Encontro Nacional de Física de Partículas e Campos 24 a 28 de setembro de 2018 Campos do Jordão, SP

Transcript of STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP...

Page 1: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

Gastão KreinInstituto de Física Teórica, São Paulo

STOCHASTIC QUANTIZATION — From QCD to semi-classical gravity

XXXIX Encontro Nacional de Física de Partículas e Campos

24 a 28 de setembro de 2018 Campos do Jordão, SP

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This talk is on solving nonperturbatively

field theories

using stochastic quantization

Show an application to quantum fields

in curved spacetimes

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Talk based on:

— EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569

— GK, J Phys Conf Ser 378, 012032 (2012)

— NC Cassol-Seewald, RLS Farias, ES Fraga, GK & RO Ramos, Physica A 391, 4088 (2012)

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Observables in field theory— in general, can be expressed in terms of correlation functions

Cannot be solved exactly using analytical methodsbeyond perturbation theory

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Take QCD as an example

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Take QCD as an example

— asymptotic freedom allows use of perturbation theory, predictions confirmed experimentally

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Take QCD as an example

— asymptotic freedom allows use of perturbation theory, predictions confirmed experimentally

— but is it is really THE theory of the strong interactions?

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Take QCD as an example

— asymptotic freedom allows use of perturbation theory, predictions confirmed experimentally

— but is it is really THE theory of the strong interactions?

— we believe so.

Page 9: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

Take QCD as an example

— asymptotic freedom allows use of perturbation theory, predictions confirmed experimentally

— but is it is really THE theory of the strong interactions?

— we believe so. Why?

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Take QCD as an example

— asymptotic freedom allows use of perturbation theory, predictions confirmed experimentally

— but is it is really THE theory of the strong interactions?

— we believe so. Why?

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2008

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2015

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2018

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Great, Impressive …

See talk by Cristina Aguilar

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Great, Impressive …

BUT, we do not know how precisely those

numbers come out from

the QCD Lagrangian

See talk by Cristina Aguilar

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Great, Impressive …

BUT, we do not know how precisely those

numbers come out from

the QCD Lagrangian

Our ignorance is profound!

See talk by Cristina Aguilar

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Computation of the masses

hadron interpolating field, e.g. ⇡+(x) = u(x)�5d(x)h(x) :

hh(x)h(x+ T )i =R ⇥

D Aµ

⇤h(x)h(x+ T ) e�

Rd

4xLQCD

R ⇥D A

µ

⇤e

�Rd

4xLQCD

limT!1

hh(x)h(x+ T )i ⇠ e

�Mh T

~ = 1 = c<latexit sha1_base64="CoRfOeXF692oUOGr7WBiMIBP0JM=">AAACGXicbVA9SwNBEN3zM8avU0ubxSCIRbhLo40QtLGMYD4gOcLcZpIs2ds7d/eEcORv2PhXbCwUsdTKf+Pmo4iJDwYe780wMy9MBNfG836cldW19Y3N3FZ+e2d3b989OKzpOFUMqywWsWqEoFFwiVXDjcBGohCiUGA9HNyM/fojKs1jeW+GCQYR9CTvcgbGSm3Xa4XY4zLDBwlKwfB8lG/1Q1D0ivq2GM23UHbm7LZb8IreBHSZ+DNSIDNU2u5XqxOzNEJpmACtm76XmCADZTgTaNelGhNgA+hh01IJEeogm3w2oqdW6dBurGxJQyfq/EQGkdbDKLSdEZi+XvTG4n9eMzXdyyDjMkkNSjZd1E0FNTEdx0Q7XCEzYmgJMMXtrZT1QQEzNsy8DcFffHmZ1EpF3yv6d6VC+XoWR44ckxNyRnxyQcrkllRIlTDyRF7IG3l3np1X58P5nLauOLOZI/IHzvcvZEufQg==</latexit><latexit sha1_base64="CoRfOeXF692oUOGr7WBiMIBP0JM=">AAACGXicbVA9SwNBEN3zM8avU0ubxSCIRbhLo40QtLGMYD4gOcLcZpIs2ds7d/eEcORv2PhXbCwUsdTKf+Pmo4iJDwYe780wMy9MBNfG836cldW19Y3N3FZ+e2d3b989OKzpOFUMqywWsWqEoFFwiVXDjcBGohCiUGA9HNyM/fojKs1jeW+GCQYR9CTvcgbGSm3Xa4XY4zLDBwlKwfB8lG/1Q1D0ivq2GM23UHbm7LZb8IreBHSZ+DNSIDNU2u5XqxOzNEJpmACtm76XmCADZTgTaNelGhNgA+hh01IJEeogm3w2oqdW6dBurGxJQyfq/EQGkdbDKLSdEZi+XvTG4n9eMzXdyyDjMkkNSjZd1E0FNTEdx0Q7XCEzYmgJMMXtrZT1QQEzNsy8DcFffHmZ1EpF3yv6d6VC+XoWR44ckxNyRnxyQcrkllRIlTDyRF7IG3l3np1X58P5nLauOLOZI/IHzvcvZEufQg==</latexit><latexit sha1_base64="CoRfOeXF692oUOGr7WBiMIBP0JM=">AAACGXicbVA9SwNBEN3zM8avU0ubxSCIRbhLo40QtLGMYD4gOcLcZpIs2ds7d/eEcORv2PhXbCwUsdTKf+Pmo4iJDwYe780wMy9MBNfG836cldW19Y3N3FZ+e2d3b989OKzpOFUMqywWsWqEoFFwiVXDjcBGohCiUGA9HNyM/fojKs1jeW+GCQYR9CTvcgbGSm3Xa4XY4zLDBwlKwfB8lG/1Q1D0ivq2GM23UHbm7LZb8IreBHSZ+DNSIDNU2u5XqxOzNEJpmACtm76XmCADZTgTaNelGhNgA+hh01IJEeogm3w2oqdW6dBurGxJQyfq/EQGkdbDKLSdEZi+XvTG4n9eMzXdyyDjMkkNSjZd1E0FNTEdx0Q7XCEzYmgJMMXtrZT1QQEzNsy8DcFffHmZ1EpF3yv6d6VC+XoWR44ckxNyRnxyQcrkllRIlTDyRF7IG3l3np1X58P5nLauOLOZI/IHzvcvZEufQg==</latexit><latexit sha1_base64="CoRfOeXF692oUOGr7WBiMIBP0JM=">AAACGXicbVA9SwNBEN3zM8avU0ubxSCIRbhLo40QtLGMYD4gOcLcZpIs2ds7d/eEcORv2PhXbCwUsdTKf+Pmo4iJDwYe780wMy9MBNfG836cldW19Y3N3FZ+e2d3b989OKzpOFUMqywWsWqEoFFwiVXDjcBGohCiUGA9HNyM/fojKs1jeW+GCQYR9CTvcgbGSm3Xa4XY4zLDBwlKwfB8lG/1Q1D0ivq2GM23UHbm7LZb8IreBHSZ+DNSIDNU2u5XqxOzNEJpmACtm76XmCADZTgTaNelGhNgA+hh01IJEeogm3w2oqdW6dBurGxJQyfq/EQGkdbDKLSdEZi+XvTG4n9eMzXdyyDjMkkNSjZd1E0FNTEdx0Q7XCEzYmgJMMXtrZT1QQEzNsy8DcFffHmZ1EpF3yv6d6VC+XoWR44ckxNyRnxyQcrkllRIlTDyRF7IG3l3np1X58P5nLauOLOZI/IHzvcvZEufQg==</latexit>

We work in Euclidean space

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Computation of that path integral— use Monte Carlo method

Page 19: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

Computation of that path integral— use Monte Carlo method

Page 20: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

But there is a problem:— Monte Carlo not always applicable

It relies on

being positive

e�Rd

4xL(') = e�S[']

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Importance sampling

Page 21: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

But there is a problem:— Monte Carlo not always applicable

It relies on

being positive

e�Rd

4xL(') = e�S[']

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S[']<latexit sha1_base64="rhbIG0KHFsAdN1uTxPUNPOcuBJY=">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</latexit><latexit sha1_base64="rhbIG0KHFsAdN1uTxPUNPOcuBJY=">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</latexit><latexit sha1_base64="rhbIG0KHFsAdN1uTxPUNPOcuBJY=">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</latexit><latexit sha1_base64="rhbIG0KHFsAdN1uTxPUNPOcuBJY=">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</latexit>

Importance sampling

Page 22: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

But there is a problem:— Monte Carlo not always applicable

It relies on

being positive

e�Rd

4xL(') = e�S[']

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can be complex in multi-particle systems with net baryon number

(baryon chemical potential)

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Importance sampling

Page 23: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

But there is a problem:— Monte Carlo not always applicable

It relies on

being positive

e�Rd

4xL(') = e�S[']

<latexit sha1_base64="Le+E7TNjD4CowTPr/CrtoLJoSzM=">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</latexit><latexit sha1_base64="Le+E7TNjD4CowTPr/CrtoLJoSzM=">AAACTHicbVBBaxNBFJ6NWmO0bapHLw9DoZY27BahvQilXjx4iGjaQmYb3s6+JENnZ7czs8Ww7A/sxYM3f4UXD4oITtI91LYfDHx833tv3vuSQknrwvB70Hrw8NHK4/aTztNnq2vr3Y3nxzYvjaChyFVuThO0pKSmoZNO0WlhCLNE0Uly/m7hn1ySsTLXn928oDjDqZYTKdB5adwVPKGp1BVdaDQG59t1h/MOnVW7wKV2kJ69+QJ8ByouUMGHeotfoilm8nUNbwF8HezCp1EjxjXAop2TTm9MHHd7YT9cAu6SqCE91mAw7n7jaS7KjLQTCq0dRWHh4gqNk0KR37C0VKA4xymNPNWYkY2rZRg1bHolhUlu/PMHLNWbHRVm1s6zxFdm6Gb2trcQ7/NGpZscxJXURelIi+uPJqUCl8MiWUilIeHU3BMURvpdQczQoHA+/44PIbp98l1yvNePwn70ca93eNTE0WYv2Su2xSK2zw7ZezZgQybYFfvBfrHfwdfgZ/An+Htd2gqanhfsP7RW/gGQw7FA</latexit><latexit sha1_base64="Le+E7TNjD4CowTPr/CrtoLJoSzM=">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</latexit><latexit sha1_base64="Le+E7TNjD4CowTPr/CrtoLJoSzM=">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</latexit>

can be complex in multi-particle systems with net baryon number

(baryon chemical potential)

S[']<latexit sha1_base64="rhbIG0KHFsAdN1uTxPUNPOcuBJY=">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</latexit><latexit sha1_base64="rhbIG0KHFsAdN1uTxPUNPOcuBJY=">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</latexit><latexit sha1_base64="rhbIG0KHFsAdN1uTxPUNPOcuBJY=">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</latexit><latexit sha1_base64="rhbIG0KHFsAdN1uTxPUNPOcuBJY=">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</latexit>

Sign problem

Importance sampling

Page 24: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

QCD dense matter— phenomenological input from gravitational waves observations

Page 25: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

QCD dense matter— phenomenological input from gravitational waves observations

Sign problem is the major impediment for progress in using QCD directly to study dense matter

Page 26: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

Sign problems— not exclusive do QCD

Charged multiboson systems have a sign problem too:

S(µ) =

Zd

4x

⇥(@µ')

2 + (m2 � µ

2)|'|2 + µ ('⇤@4'� @4'

⇤')

⇤<latexit sha1_base64="EErOMSuq9Z3Uisv2eyFA3aRzJsI=">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</latexit><latexit sha1_base64="EErOMSuq9Z3Uisv2eyFA3aRzJsI=">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</latexit><latexit sha1_base64="EErOMSuq9Z3Uisv2eyFA3aRzJsI=">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</latexit><latexit sha1_base64="EErOMSuq9Z3Uisv2eyFA3aRzJsI=">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</latexit>

Z = Tr e��(H�µN) =

ZD'D'⇤ e�S(µ)

<latexit sha1_base64="vAwj0P5D50majhVi7Nf/p1u0tDc=">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</latexit><latexit sha1_base64="vAwj0P5D50majhVi7Nf/p1u0tDc=">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</latexit><latexit sha1_base64="vAwj0P5D50majhVi7Nf/p1u0tDc=">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</latexit><latexit sha1_base64="vAwj0P5D50majhVi7Nf/p1u0tDc=">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</latexit>

Page 27: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

Sign problems— not exclusive do QCD

Charged multiboson systems have a sign problem too:

S(µ) =

Zd

4x

⇥(@µ')

2 + (m2 � µ

2)|'|2 + µ ('⇤@4'� @4'

⇤')

⇤<latexit sha1_base64="EErOMSuq9Z3Uisv2eyFA3aRzJsI=">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</latexit><latexit sha1_base64="EErOMSuq9Z3Uisv2eyFA3aRzJsI=">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</latexit><latexit sha1_base64="EErOMSuq9Z3Uisv2eyFA3aRzJsI=">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</latexit><latexit sha1_base64="EErOMSuq9Z3Uisv2eyFA3aRzJsI=">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</latexit>

Z = Tr e��(H�µN) =

ZD'D'⇤ e�S(µ)

<latexit sha1_base64="vAwj0P5D50majhVi7Nf/p1u0tDc=">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</latexit><latexit sha1_base64="vAwj0P5D50majhVi7Nf/p1u0tDc=">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</latexit><latexit sha1_base64="vAwj0P5D50majhVi7Nf/p1u0tDc=">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</latexit><latexit sha1_base64="vAwj0P5D50majhVi7Nf/p1u0tDc=">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</latexit>

S⇤(µ) = S(�µ) 6= S(µ)<latexit sha1_base64="TU3qQQlGtpyiGsbjRnsXCwEiJsA=">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</latexit><latexit sha1_base64="TU3qQQlGtpyiGsbjRnsXCwEiJsA=">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</latexit><latexit sha1_base64="TU3qQQlGtpyiGsbjRnsXCwEiJsA=">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</latexit><latexit sha1_base64="TU3qQQlGtpyiGsbjRnsXCwEiJsA=">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</latexit>

Page 28: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

Way out?!

Stochastic quantization, perhaps(does not rely on importance sampling)

Page 29: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

Stochastic quantizationAn old idea— derive Schrödinger equation from Brownian motion (Langevin equation)

Failed, because use of areal-time stochastic process

Page 30: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

Field theory in D spacetime dimensions is obtained as the equilibrium limit of a classical theory in D+1 dimensions

coupled to a random noise source of strength

What was missing?— fictitious time (quantum axis)*

* Parisi & Wu, Sic Sin 24, 483 (1981)

— the classical stochastic process happens in an extra dimension

— the quantum state is the equilibrium state of the fictitious classical stochastic process

~<latexit sha1_base64="amodbagaxhRuR49vavgcT8pfbEM=">AAACKnicbVDLSsNAFJ34rPUVdekmWAQRCUld6LLqxmUFW4UklJvpbTs4mcSZiVBCv8eNv+KmC6W49UOc1iy0emDgcO65jzlxxpnSnjexFhaXlldWK2vV9Y3NrW17Z7et0lxSbNGUp/I+BoWcCWxppjneZxIhiTnexQ9X0/rdE0rFUnGrhxlGCfQF6zEK2kgd+yKMsc9EgY8CpITh8ahahLOxgezHUeG53onnnp74rjcKBzHIUTVE0f3h79g1Y5rB+Uv8ktRIiWbHHofdlOYJCk05KBX4XqajAqRmlKOZnyvMgD5AHwNDBSSoomJ208g5NErX6aXSPKGdmfqzo4BEqWESG2cCeqDma1Pxv1qQ6955VDCR5RoF/V7Uy7mjU2eam9NlEqnmQ0OASmZudegAJFBt0q2aEPz5L/8l7brre65/U681Lss4KmSfHJAj4pMz0iDXpElahJJn8kreyLv1Yo2tifXxbV2wyp498gvW5xd1c6ai</latexit><latexit sha1_base64="amodbagaxhRuR49vavgcT8pfbEM=">AAACKnicbVDLSsNAFJ34rPUVdekmWAQRCUld6LLqxmUFW4UklJvpbTs4mcSZiVBCv8eNv+KmC6W49UOc1iy0emDgcO65jzlxxpnSnjexFhaXlldWK2vV9Y3NrW17Z7et0lxSbNGUp/I+BoWcCWxppjneZxIhiTnexQ9X0/rdE0rFUnGrhxlGCfQF6zEK2kgd+yKMsc9EgY8CpITh8ahahLOxgezHUeG53onnnp74rjcKBzHIUTVE0f3h79g1Y5rB+Uv8ktRIiWbHHofdlOYJCk05KBX4XqajAqRmlKOZnyvMgD5AHwNDBSSoomJ208g5NErX6aXSPKGdmfqzo4BEqWESG2cCeqDma1Pxv1qQ6955VDCR5RoF/V7Uy7mjU2eam9NlEqnmQ0OASmZudegAJFBt0q2aEPz5L/8l7brre65/U681Lss4KmSfHJAj4pMz0iDXpElahJJn8kreyLv1Yo2tifXxbV2wyp498gvW5xd1c6ai</latexit><latexit sha1_base64="amodbagaxhRuR49vavgcT8pfbEM=">AAACKnicbVDLSsNAFJ34rPUVdekmWAQRCUld6LLqxmUFW4UklJvpbTs4mcSZiVBCv8eNv+KmC6W49UOc1iy0emDgcO65jzlxxpnSnjexFhaXlldWK2vV9Y3NrW17Z7et0lxSbNGUp/I+BoWcCWxppjneZxIhiTnexQ9X0/rdE0rFUnGrhxlGCfQF6zEK2kgd+yKMsc9EgY8CpITh8ahahLOxgezHUeG53onnnp74rjcKBzHIUTVE0f3h79g1Y5rB+Uv8ktRIiWbHHofdlOYJCk05KBX4XqajAqRmlKOZnyvMgD5AHwNDBSSoomJ208g5NErX6aXSPKGdmfqzo4BEqWESG2cCeqDma1Pxv1qQ6955VDCR5RoF/V7Uy7mjU2eam9NlEqnmQ0OASmZudegAJFBt0q2aEPz5L/8l7brre65/U681Lss4KmSfHJAj4pMz0iDXpElahJJn8kreyLv1Yo2tifXxbV2wyp498gvW5xd1c6ai</latexit><latexit sha1_base64="amodbagaxhRuR49vavgcT8pfbEM=">AAACKnicbVDLSsNAFJ34rPUVdekmWAQRCUld6LLqxmUFW4UklJvpbTs4mcSZiVBCv8eNv+KmC6W49UOc1iy0emDgcO65jzlxxpnSnjexFhaXlldWK2vV9Y3NrW17Z7et0lxSbNGUp/I+BoWcCWxppjneZxIhiTnexQ9X0/rdE0rFUnGrhxlGCfQF6zEK2kgd+yKMsc9EgY8CpITh8ahahLOxgezHUeG53onnnp74rjcKBzHIUTVE0f3h79g1Y5rB+Uv8ktRIiWbHHofdlOYJCk05KBX4XqajAqRmlKOZnyvMgD5AHwNDBSSoomJ208g5NErX6aXSPKGdmfqzo4BEqWESG2cCeqDma1Pxv1qQ6955VDCR5RoF/V7Uy7mjU2eam9NlEqnmQ0OASmZudegAJFBt0q2aEPz5L/8l7brre65/U681Lss4KmSfHJAj4pMz0iDXpElahJJn8kreyLv1Yo2tifXxbV2wyp498gvW5xd1c6ai</latexit>

Page 31: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

1) Introduce a fictitious time variable

Stochastic quantization

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2) Postulate a Langevin equation

where

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3) Theorem (nonperturbatively valid):

where

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4) Proof of the theorem:

— associated with the Langevin equation, there is a Fokker-Planck equation for the probability distribution of field variables, such that

with

Fokker-Planck

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— from this last equation, one sees that the equilibrium distribution function*

* normalization can be fixed by an appropriate initial condition

Conclusion: — quantum vacuum expectation values can be calculated as equilibrium stochastic averages

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Observations:— there is nothing special about white noise beyond simplicity, can use coloured noise as well (see e.g. Menezes & Svaiter)

— renormalization: multiplicatively renormalizable in the continuum and on the lattice

— gauge theories: no need to fix the gauge

— fermions: difficult, for quadratic actions integrate and exponentiate the determinant using boson fields

— complex actions: duplicate field variables. Watch for runaway solutions, convergence to wrong solutions (Aarts et al.)

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V (')

'

Tunneling

Fluctuations

TrueVacuum

MetastableVacuum

0

Application— potential relevance in vacuum instability by quantum fluctuations

Figure from T Markkanen, A Rajantie & A StopyraarXiv: 1809:06923

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Example in flat space

Can go beyond this 1-loop result using RG improvement,

BUT no fully nonperturbative results exist

T Markkanen, A Rajantie & A StopyraarXiv: 1809:06923

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Quantum scalar field— coupled to classical gravity

Euclidean action

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For numerical results

V (') =1

4�'4

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In collaboration with- Eduardo Antonio dos Reis- Tibério de Paula Neto- Ilya Shapiro

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Langevin equation

Zd

Dy

pg(y) f(y) �Dc (x, y) = f(x)

<latexit sha1_base64="vRaIvmJrALARyePmfvMA7yjoYf8=">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</latexit><latexit sha1_base64="vRaIvmJrALARyePmfvMA7yjoYf8=">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</latexit><latexit sha1_base64="vRaIvmJrALARyePmfvMA7yjoYf8=">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</latexit><latexit sha1_base64="vRaIvmJrALARyePmfvMA7yjoYf8=">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</latexit>

Dc (x, y)

<latexit sha1_base64="Q/DUuyGW8U3PDP1FemGNmX/BC5k=">AAACG3icbVA9SwNBFNyL3/Hr1NJmMQhRJNyl0TKohWUEE4Ukhnd7L3HJ3t65uyceh//Dxr9iY6GIlWDhv3ETU6hxYGGYmcfbN0EiuDae9+kUpqZnZufmF4qLS8srq+7aelPHqWLYYLGI1UUAGgWX2DDcCLxIFEIUCDwPBkdD//wGleaxPDNZgp0I+pL3OANjpa5bbQfY5zLHawlKQbZ7V2yHKAxcHncZLd/uZTvFNsrwR6DrlryKNwKdJP6YlMgY9a773g5jlkYoDROgdcv3EtPJQRnOBNqFqcYE2AD62LJUQoS6k49uu6PbVglpL1b2SUNH6s+JHCKtsyiwyQjMlf7rDcX/vFZqegednMskNSjZ96JeKqiJ6bAoGnKFzIjMEmCK279SdgUKmLF1Fm0J/t+TJ0mzWvG9in9aLdUOx3XMk02yRcrEJ/ukRk5InTQII/fkkTyTF+fBeXJenbfvaMEZz2yQX3A+vgB4TaEH</latexit><latexit sha1_base64="Q/DUuyGW8U3PDP1FemGNmX/BC5k=">AAACG3icbVA9SwNBFNyL3/Hr1NJmMQhRJNyl0TKohWUEE4Ukhnd7L3HJ3t65uyceh//Dxr9iY6GIlWDhv3ETU6hxYGGYmcfbN0EiuDae9+kUpqZnZufmF4qLS8srq+7aelPHqWLYYLGI1UUAGgWX2DDcCLxIFEIUCDwPBkdD//wGleaxPDNZgp0I+pL3OANjpa5bbQfY5zLHawlKQbZ7V2yHKAxcHncZLd/uZTvFNsrwR6DrlryKNwKdJP6YlMgY9a773g5jlkYoDROgdcv3EtPJQRnOBNqFqcYE2AD62LJUQoS6k49uu6PbVglpL1b2SUNH6s+JHCKtsyiwyQjMlf7rDcX/vFZqegednMskNSjZ96JeKqiJ6bAoGnKFzIjMEmCK279SdgUKmLF1Fm0J/t+TJ0mzWvG9in9aLdUOx3XMk02yRcrEJ/ukRk5InTQII/fkkTyTF+fBeXJenbfvaMEZz2yQX3A+vgB4TaEH</latexit><latexit sha1_base64="Q/DUuyGW8U3PDP1FemGNmX/BC5k=">AAACG3icbVA9SwNBFNyL3/Hr1NJmMQhRJNyl0TKohWUEE4Ukhnd7L3HJ3t65uyceh//Dxr9iY6GIlWDhv3ETU6hxYGGYmcfbN0EiuDae9+kUpqZnZufmF4qLS8srq+7aelPHqWLYYLGI1UUAGgWX2DDcCLxIFEIUCDwPBkdD//wGleaxPDNZgp0I+pL3OANjpa5bbQfY5zLHawlKQbZ7V2yHKAxcHncZLd/uZTvFNsrwR6DrlryKNwKdJP6YlMgY9a773g5jlkYoDROgdcv3EtPJQRnOBNqFqcYE2AD62LJUQoS6k49uu6PbVglpL1b2SUNH6s+JHCKtsyiwyQjMlf7rDcX/vFZqegednMskNSjZ96JeKqiJ6bAoGnKFzIjMEmCK279SdgUKmLF1Fm0J/t+TJ0mzWvG9in9aLdUOx3XMk02yRcrEJ/ukRk5InTQII/fkkTyTF+fBeXJenbfvaMEZz2yQX3A+vgB4TaEH</latexit><latexit sha1_base64="Q/DUuyGW8U3PDP1FemGNmX/BC5k=">AAACG3icbVA9SwNBFNyL3/Hr1NJmMQhRJNyl0TKohWUEE4Ukhnd7L3HJ3t65uyceh//Dxr9iY6GIlWDhv3ETU6hxYGGYmcfbN0EiuDae9+kUpqZnZufmF4qLS8srq+7aelPHqWLYYLGI1UUAGgWX2DDcCLxIFEIUCDwPBkdD//wGleaxPDNZgp0I+pL3OANjpa5bbQfY5zLHawlKQbZ7V2yHKAxcHncZLd/uZTvFNsrwR6DrlryKNwKdJP6YlMgY9a773g5jlkYoDROgdcv3EtPJQRnOBNqFqcYE2AD62LJUQoS6k49uu6PbVglpL1b2SUNH6s+JHCKtsyiwyQjMlf7rDcX/vFZqegednMskNSjZ96JeKqiJ6bAoGnKFzIjMEmCK279SdgUKmLF1Fm0J/t+TJ0mzWvG9in9aLdUOx3XMk02yRcrEJ/ukRk5InTQII/fkkTyTF+fBeXJenbfvaMEZz2yQX3A+vgB4TaEH</latexit> : covariant delta function

Page 40: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

Use of Riemann normal coordinates:

— allows to use flat-space methods (e.g. momentum representation)

— expand relevant quantities at a point P(x) in powers of the curvature tensor and its covariant derivatives

— details, see poster P022 (and Ilya!)

For local quantities— like effective potential, field fluctuations, v.e.v. of fields

Page 41: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

Relevant formulae: The metric and all relevant quantitiesare expanded near a point P(x’)

at which the metric is supposed to be flat

y

µ = x

µ � x

0µ<latexit sha1_base64="4dWVitpLT/hqQGlJFUwQdZX2NXA=">AAACInicbVDLSgMxFM34rPU16tJNsIgiWGa6URdC0Y3LCvYBnVoy6W0bmsmMSUY6DP0WN/6KGxeKuhL8GNPHorYeCDmccy7JPX7EmdKO820tLC4tr6xm1rLrG5tb2/bObkWFsaRQpiEPZc0nCjgTUNZMc6hFEkjgc6j6veuhX30EqVgo7nQSQSMgHcHajBJtpKZ94fnQYSKFB0GkJMnJIJvce0GML3F/dJ/itH80GFIPRGsq17RzTt4ZAc8Td0JyaIJS0/70WiGNAxCacqJU3XUi3UiJ1IxyGGS9WEFEaI90oG6oIAGoRjpacYAPjdLC7VCaIzQeqdMTKQmUSgLfJAOiu2rWG4r/efVYt88bKRNRrEHQ8UPtmGMd4mFfuMUkUM0TQwiVzPwV0y6RhGrTataU4M6uPE8qhbzr5N3bQq54Nakjg/bRATpGLjpDRXSDSqiMKHpCL+gNvVvP1qv1YX2NowvWZGYP/YH18wtpBaQx</latexit><latexit sha1_base64="4dWVitpLT/hqQGlJFUwQdZX2NXA=">AAACInicbVDLSgMxFM34rPU16tJNsIgiWGa6URdC0Y3LCvYBnVoy6W0bmsmMSUY6DP0WN/6KGxeKuhL8GNPHorYeCDmccy7JPX7EmdKO820tLC4tr6xm1rLrG5tb2/bObkWFsaRQpiEPZc0nCjgTUNZMc6hFEkjgc6j6veuhX30EqVgo7nQSQSMgHcHajBJtpKZ94fnQYSKFB0GkJMnJIJvce0GML3F/dJ/itH80GFIPRGsq17RzTt4ZAc8Td0JyaIJS0/70WiGNAxCacqJU3XUi3UiJ1IxyGGS9WEFEaI90oG6oIAGoRjpacYAPjdLC7VCaIzQeqdMTKQmUSgLfJAOiu2rWG4r/efVYt88bKRNRrEHQ8UPtmGMd4mFfuMUkUM0TQwiVzPwV0y6RhGrTataU4M6uPE8qhbzr5N3bQq54Nakjg/bRATpGLjpDRXSDSqiMKHpCL+gNvVvP1qv1YX2NowvWZGYP/YH18wtpBaQx</latexit><latexit sha1_base64="4dWVitpLT/hqQGlJFUwQdZX2NXA=">AAACInicbVDLSgMxFM34rPU16tJNsIgiWGa6URdC0Y3LCvYBnVoy6W0bmsmMSUY6DP0WN/6KGxeKuhL8GNPHorYeCDmccy7JPX7EmdKO820tLC4tr6xm1rLrG5tb2/bObkWFsaRQpiEPZc0nCjgTUNZMc6hFEkjgc6j6veuhX30EqVgo7nQSQSMgHcHajBJtpKZ94fnQYSKFB0GkJMnJIJvce0GML3F/dJ/itH80GFIPRGsq17RzTt4ZAc8Td0JyaIJS0/70WiGNAxCacqJU3XUi3UiJ1IxyGGS9WEFEaI90oG6oIAGoRjpacYAPjdLC7VCaIzQeqdMTKQmUSgLfJAOiu2rWG4r/efVYt88bKRNRrEHQ8UPtmGMd4mFfuMUkUM0TQwiVzPwV0y6RhGrTataU4M6uPE8qhbzr5N3bQq54Nakjg/bRATpGLjpDRXSDSqiMKHpCL+gNvVvP1qv1YX2NowvWZGYP/YH18wtpBaQx</latexit><latexit sha1_base64="4dWVitpLT/hqQGlJFUwQdZX2NXA=">AAACInicbVDLSgMxFM34rPU16tJNsIgiWGa6URdC0Y3LCvYBnVoy6W0bmsmMSUY6DP0WN/6KGxeKuhL8GNPHorYeCDmccy7JPX7EmdKO820tLC4tr6xm1rLrG5tb2/bObkWFsaRQpiEPZc0nCjgTUNZMc6hFEkjgc6j6veuhX30EqVgo7nQSQSMgHcHajBJtpKZ94fnQYSKFB0GkJMnJIJvce0GML3F/dJ/itH80GFIPRGsq17RzTt4ZAc8Td0JyaIJS0/70WiGNAxCacqJU3XUi3UiJ1IxyGGS9WEFEaI90oG6oIAGoRjpacYAPjdLC7VCaIzQeqdMTKQmUSgLfJAOiu2rWG4r/efVYt88bKRNRrEHQ8UPtmGMd4mFfuMUkUM0TQwiVzPwV0y6RhGrTataU4M6uPE8qhbzr5N3bQq54Nakjg/bRATpGLjpDRXSDSqiMKHpCL+gNvVvP1qv1YX2NowvWZGYP/YH18wtpBaQx</latexit>

Page 42: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

Relevant formulae:

Redefinition of field variables:

The metric and all relevant quantitiesare expanded near a point P(x’)

at which the metric is supposed to be flat

y

µ = x

µ � x

0µ<latexit sha1_base64="4dWVitpLT/hqQGlJFUwQdZX2NXA=">AAACInicbVDLSgMxFM34rPU16tJNsIgiWGa6URdC0Y3LCvYBnVoy6W0bmsmMSUY6DP0WN/6KGxeKuhL8GNPHorYeCDmccy7JPX7EmdKO820tLC4tr6xm1rLrG5tb2/bObkWFsaRQpiEPZc0nCjgTUNZMc6hFEkjgc6j6veuhX30EqVgo7nQSQSMgHcHajBJtpKZ94fnQYSKFB0GkJMnJIJvce0GML3F/dJ/itH80GFIPRGsq17RzTt4ZAc8Td0JyaIJS0/70WiGNAxCacqJU3XUi3UiJ1IxyGGS9WEFEaI90oG6oIAGoRjpacYAPjdLC7VCaIzQeqdMTKQmUSgLfJAOiu2rWG4r/efVYt88bKRNRrEHQ8UPtmGMd4mFfuMUkUM0TQwiVzPwV0y6RhGrTataU4M6uPE8qhbzr5N3bQq54Nakjg/bRATpGLjpDRXSDSqiMKHpCL+gNvVvP1qv1YX2NowvWZGYP/YH18wtpBaQx</latexit><latexit sha1_base64="4dWVitpLT/hqQGlJFUwQdZX2NXA=">AAACInicbVDLSgMxFM34rPU16tJNsIgiWGa6URdC0Y3LCvYBnVoy6W0bmsmMSUY6DP0WN/6KGxeKuhL8GNPHorYeCDmccy7JPX7EmdKO820tLC4tr6xm1rLrG5tb2/bObkWFsaRQpiEPZc0nCjgTUNZMc6hFEkjgc6j6veuhX30EqVgo7nQSQSMgHcHajBJtpKZ94fnQYSKFB0GkJMnJIJvce0GML3F/dJ/itH80GFIPRGsq17RzTt4ZAc8Td0JyaIJS0/70WiGNAxCacqJU3XUi3UiJ1IxyGGS9WEFEaI90oG6oIAGoRjpacYAPjdLC7VCaIzQeqdMTKQmUSgLfJAOiu2rWG4r/efVYt88bKRNRrEHQ8UPtmGMd4mFfuMUkUM0TQwiVzPwV0y6RhGrTataU4M6uPE8qhbzr5N3bQq54Nakjg/bRATpGLjpDRXSDSqiMKHpCL+gNvVvP1qv1YX2NowvWZGYP/YH18wtpBaQx</latexit><latexit sha1_base64="4dWVitpLT/hqQGlJFUwQdZX2NXA=">AAACInicbVDLSgMxFM34rPU16tJNsIgiWGa6URdC0Y3LCvYBnVoy6W0bmsmMSUY6DP0WN/6KGxeKuhL8GNPHorYeCDmccy7JPX7EmdKO820tLC4tr6xm1rLrG5tb2/bObkWFsaRQpiEPZc0nCjgTUNZMc6hFEkjgc6j6veuhX30EqVgo7nQSQSMgHcHajBJtpKZ94fnQYSKFB0GkJMnJIJvce0GML3F/dJ/itH80GFIPRGsq17RzTt4ZAc8Td0JyaIJS0/70WiGNAxCacqJU3XUi3UiJ1IxyGGS9WEFEaI90oG6oIAGoRjpacYAPjdLC7VCaIzQeqdMTKQmUSgLfJAOiu2rWG4r/efVYt88bKRNRrEHQ8UPtmGMd4mFfuMUkUM0TQwiVzPwV0y6RhGrTataU4M6uPE8qhbzr5N3bQq54Nakjg/bRATpGLjpDRXSDSqiMKHpCL+gNvVvP1qv1YX2NowvWZGYP/YH18wtpBaQx</latexit><latexit sha1_base64="4dWVitpLT/hqQGlJFUwQdZX2NXA=">AAACInicbVDLSgMxFM34rPU16tJNsIgiWGa6URdC0Y3LCvYBnVoy6W0bmsmMSUY6DP0WN/6KGxeKuhL8GNPHorYeCDmccy7JPX7EmdKO820tLC4tr6xm1rLrG5tb2/bObkWFsaRQpiEPZc0nCjgTUNZMc6hFEkjgc6j6veuhX30EqVgo7nQSQSMgHcHajBJtpKZ94fnQYSKFB0GkJMnJIJvce0GML3F/dJ/itH80GFIPRGsq17RzTt4ZAc8Td0JyaIJS0/70WiGNAxCacqJU3XUi3UiJ1IxyGGS9WEFEaI90oG6oIAGoRjpacYAPjdLC7VCaIzQeqdMTKQmUSgLfJAOiu2rWG4r/efVYt88bKRNRrEHQ8UPtmGMd4mFfuMUkUM0TQwiVzPwV0y6RhGrTataU4M6uPE8qhbzr5N3bQq54Nakjg/bRATpGLjpDRXSDSqiMKHpCL+gNvVvP1qv1YX2NowvWZGYP/YH18wtpBaQx</latexit>

Page 43: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

Relevant formulae:

Redefinition of field variables:

(

<latexit sha1_base64="95/OY/K6lije/wjfPcMDLu/Cy1Y=">AAACPHicbVDLSsNAFJ34rPEVdekmWAQRKUk3uix147KifUASymR6mw6dTOLMRCihH+bGj3Dnyo0LRdy6dvqC2npg4HDuvefeOWHKqFSO82qsrK6tb2wWtsztnd29fevgsCGTTBCok4QlohViCYxyqCuqGLRSATgOGTTD/vWo3nwEIWnC79UghSDGEaddSrDSUtu680OIKM/hgWMh8OB8aOb+2NYTURjkbskZ48JZJEO/SqOI+fnQ9IF35hzaVnHWZC+TmWMRTVFrWy9+JyFZDFwRhqX0XCdVQY6FooSB9s8kpJj0cQSephzHIIN8fOXQPtVKx+4mQj+u7LE6P5HjWMpBHOrOGKueXKyNxP9qXqa6V0FOeZop4GSyqJsxWyX2KEm7QwUQxQaaYCKovtUmPSwwUTpvU4fgLn55mTTKJdcpubflYqU6jaOAjtEJOkMuukQVdINqqI4IekJv6AN9Gs/Gu/FlfE9aV4zpzBH6A+PnF4X7q0I=</latexit><latexit sha1_base64="95/OY/K6lije/wjfPcMDLu/Cy1Y=">AAACPHicbVDLSsNAFJ34rPEVdekmWAQRKUk3uix147KifUASymR6mw6dTOLMRCihH+bGj3Dnyo0LRdy6dvqC2npg4HDuvefeOWHKqFSO82qsrK6tb2wWtsztnd29fevgsCGTTBCok4QlohViCYxyqCuqGLRSATgOGTTD/vWo3nwEIWnC79UghSDGEaddSrDSUtu680OIKM/hgWMh8OB8aOb+2NYTURjkbskZ48JZJEO/SqOI+fnQ9IF35hzaVnHWZC+TmWMRTVFrWy9+JyFZDFwRhqX0XCdVQY6FooSB9s8kpJj0cQSephzHIIN8fOXQPtVKx+4mQj+u7LE6P5HjWMpBHOrOGKueXKyNxP9qXqa6V0FOeZop4GSyqJsxWyX2KEm7QwUQxQaaYCKovtUmPSwwUTpvU4fgLn55mTTKJdcpubflYqU6jaOAjtEJOkMuukQVdINqqI4IekJv6AN9Gs/Gu/FlfE9aV4zpzBH6A+PnF4X7q0I=</latexit><latexit sha1_base64="95/OY/K6lije/wjfPcMDLu/Cy1Y=">AAACPHicbVDLSsNAFJ34rPEVdekmWAQRKUk3uix147KifUASymR6mw6dTOLMRCihH+bGj3Dnyo0LRdy6dvqC2npg4HDuvefeOWHKqFSO82qsrK6tb2wWtsztnd29fevgsCGTTBCok4QlohViCYxyqCuqGLRSATgOGTTD/vWo3nwEIWnC79UghSDGEaddSrDSUtu680OIKM/hgWMh8OB8aOb+2NYTURjkbskZ48JZJEO/SqOI+fnQ9IF35hzaVnHWZC+TmWMRTVFrWy9+JyFZDFwRhqX0XCdVQY6FooSB9s8kpJj0cQSephzHIIN8fOXQPtVKx+4mQj+u7LE6P5HjWMpBHOrOGKueXKyNxP9qXqa6V0FOeZop4GSyqJsxWyX2KEm7QwUQxQaaYCKovtUmPSwwUTpvU4fgLn55mTTKJdcpubflYqU6jaOAjtEJOkMuukQVdINqqI4IekJv6AN9Gs/Gu/FlfE9aV4zpzBH6A+PnF4X7q0I=</latexit><latexit sha1_base64="95/OY/K6lije/wjfPcMDLu/Cy1Y=">AAACPHicbVDLSsNAFJ34rPEVdekmWAQRKUk3uix147KifUASymR6mw6dTOLMRCihH+bGj3Dnyo0LRdy6dvqC2npg4HDuvefeOWHKqFSO82qsrK6tb2wWtsztnd29fevgsCGTTBCok4QlohViCYxyqCuqGLRSATgOGTTD/vWo3nwEIWnC79UghSDGEaddSrDSUtu680OIKM/hgWMh8OB8aOb+2NYTURjkbskZ48JZJEO/SqOI+fnQ9IF35hzaVnHWZC+TmWMRTVFrWy9+JyFZDFwRhqX0XCdVQY6FooSB9s8kpJj0cQSephzHIIN8fOXQPtVKx+4mQj+u7LE6P5HjWMpBHOrOGKueXKyNxP9qXqa6V0FOeZop4GSyqJsxWyX2KEm7QwUQxQaaYCKovtUmPSwwUTpvU4fgLn55mTTKJdcpubflYqU6jaOAjtEJOkMuukQVdINqqI4IekJv6AN9Gs/Gu/FlfE9aV4zpzBH6A+PnF4X7q0I=</latexit>

The metric and all relevant quantitiesare expanded near a point P(x’)

at which the metric is supposed to be flat

y

µ = x

µ � x

0µ<latexit sha1_base64="4dWVitpLT/hqQGlJFUwQdZX2NXA=">AAACInicbVDLSgMxFM34rPU16tJNsIgiWGa6URdC0Y3LCvYBnVoy6W0bmsmMSUY6DP0WN/6KGxeKuhL8GNPHorYeCDmccy7JPX7EmdKO820tLC4tr6xm1rLrG5tb2/bObkWFsaRQpiEPZc0nCjgTUNZMc6hFEkjgc6j6veuhX30EqVgo7nQSQSMgHcHajBJtpKZ94fnQYSKFB0GkJMnJIJvce0GML3F/dJ/itH80GFIPRGsq17RzTt4ZAc8Td0JyaIJS0/70WiGNAxCacqJU3XUi3UiJ1IxyGGS9WEFEaI90oG6oIAGoRjpacYAPjdLC7VCaIzQeqdMTKQmUSgLfJAOiu2rWG4r/efVYt88bKRNRrEHQ8UPtmGMd4mFfuMUkUM0TQwiVzPwV0y6RhGrTataU4M6uPE8qhbzr5N3bQq54Nakjg/bRATpGLjpDRXSDSqiMKHpCL+gNvVvP1qv1YX2NowvWZGYP/YH18wtpBaQx</latexit><latexit sha1_base64="4dWVitpLT/hqQGlJFUwQdZX2NXA=">AAACInicbVDLSgMxFM34rPU16tJNsIgiWGa6URdC0Y3LCvYBnVoy6W0bmsmMSUY6DP0WN/6KGxeKuhL8GNPHorYeCDmccy7JPX7EmdKO820tLC4tr6xm1rLrG5tb2/bObkWFsaRQpiEPZc0nCjgTUNZMc6hFEkjgc6j6veuhX30EqVgo7nQSQSMgHcHajBJtpKZ94fnQYSKFB0GkJMnJIJvce0GML3F/dJ/itH80GFIPRGsq17RzTt4ZAc8Td0JyaIJS0/70WiGNAxCacqJU3XUi3UiJ1IxyGGS9WEFEaI90oG6oIAGoRjpacYAPjdLC7VCaIzQeqdMTKQmUSgLfJAOiu2rWG4r/efVYt88bKRNRrEHQ8UPtmGMd4mFfuMUkUM0TQwiVzPwV0y6RhGrTataU4M6uPE8qhbzr5N3bQq54Nakjg/bRATpGLjpDRXSDSqiMKHpCL+gNvVvP1qv1YX2NowvWZGYP/YH18wtpBaQx</latexit><latexit sha1_base64="4dWVitpLT/hqQGlJFUwQdZX2NXA=">AAACInicbVDLSgMxFM34rPU16tJNsIgiWGa6URdC0Y3LCvYBnVoy6W0bmsmMSUY6DP0WN/6KGxeKuhL8GNPHorYeCDmccy7JPX7EmdKO820tLC4tr6xm1rLrG5tb2/bObkWFsaRQpiEPZc0nCjgTUNZMc6hFEkjgc6j6veuhX30EqVgo7nQSQSMgHcHajBJtpKZ94fnQYSKFB0GkJMnJIJvce0GML3F/dJ/itH80GFIPRGsq17RzTt4ZAc8Td0JyaIJS0/70WiGNAxCacqJU3XUi3UiJ1IxyGGS9WEFEaI90oG6oIAGoRjpacYAPjdLC7VCaIzQeqdMTKQmUSgLfJAOiu2rWG4r/efVYt88bKRNRrEHQ8UPtmGMd4mFfuMUkUM0TQwiVzPwV0y6RhGrTataU4M6uPE8qhbzr5N3bQq54Nakjg/bRATpGLjpDRXSDSqiMKHpCL+gNvVvP1qv1YX2NowvWZGYP/YH18wtpBaQx</latexit><latexit sha1_base64="4dWVitpLT/hqQGlJFUwQdZX2NXA=">AAACInicbVDLSgMxFM34rPU16tJNsIgiWGa6URdC0Y3LCvYBnVoy6W0bmsmMSUY6DP0WN/6KGxeKuhL8GNPHorYeCDmccy7JPX7EmdKO820tLC4tr6xm1rLrG5tb2/bObkWFsaRQpiEPZc0nCjgTUNZMc6hFEkjgc6j6veuhX30EqVgo7nQSQSMgHcHajBJtpKZ94fnQYSKFB0GkJMnJIJvce0GML3F/dJ/itH80GFIPRGsq17RzTt4ZAc8Td0JyaIJS0/70WiGNAxCacqJU3XUi3UiJ1IxyGGS9WEFEaI90oG6oIAGoRjpacYAPjdLC7VCaIzQeqdMTKQmUSgLfJAOiu2rWG4r/efVYt88bKRNRrEHQ8UPtmGMd4mFfuMUkUM0TQwiVzPwV0y6RhGrTataU4M6uPE8qhbzr5N3bQq54Nakjg/bRATpGLjpDRXSDSqiMKHpCL+gNvVvP1qv1YX2NowvWZGYP/YH18wtpBaQx</latexit>

Page 44: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

Relevant formulae:

Redefinition of field variables:

(

<latexit sha1_base64="95/OY/K6lije/wjfPcMDLu/Cy1Y=">AAACPHicbVDLSsNAFJ34rPEVdekmWAQRKUk3uix147KifUASymR6mw6dTOLMRCihH+bGj3Dnyo0LRdy6dvqC2npg4HDuvefeOWHKqFSO82qsrK6tb2wWtsztnd29fevgsCGTTBCok4QlohViCYxyqCuqGLRSATgOGTTD/vWo3nwEIWnC79UghSDGEaddSrDSUtu680OIKM/hgWMh8OB8aOb+2NYTURjkbskZ48JZJEO/SqOI+fnQ9IF35hzaVnHWZC+TmWMRTVFrWy9+JyFZDFwRhqX0XCdVQY6FooSB9s8kpJj0cQSephzHIIN8fOXQPtVKx+4mQj+u7LE6P5HjWMpBHOrOGKueXKyNxP9qXqa6V0FOeZop4GSyqJsxWyX2KEm7QwUQxQaaYCKovtUmPSwwUTpvU4fgLn55mTTKJdcpubflYqU6jaOAjtEJOkMuukQVdINqqI4IekJv6AN9Gs/Gu/FlfE9aV4zpzBH6A+PnF4X7q0I=</latexit><latexit sha1_base64="95/OY/K6lije/wjfPcMDLu/Cy1Y=">AAACPHicbVDLSsNAFJ34rPEVdekmWAQRKUk3uix147KifUASymR6mw6dTOLMRCihH+bGj3Dnyo0LRdy6dvqC2npg4HDuvefeOWHKqFSO82qsrK6tb2wWtsztnd29fevgsCGTTBCok4QlohViCYxyqCuqGLRSATgOGTTD/vWo3nwEIWnC79UghSDGEaddSrDSUtu680OIKM/hgWMh8OB8aOb+2NYTURjkbskZ48JZJEO/SqOI+fnQ9IF35hzaVnHWZC+TmWMRTVFrWy9+JyFZDFwRhqX0XCdVQY6FooSB9s8kpJj0cQSephzHIIN8fOXQPtVKx+4mQj+u7LE6P5HjWMpBHOrOGKueXKyNxP9qXqa6V0FOeZop4GSyqJsxWyX2KEm7QwUQxQaaYCKovtUmPSwwUTpvU4fgLn55mTTKJdcpubflYqU6jaOAjtEJOkMuukQVdINqqI4IekJv6AN9Gs/Gu/FlfE9aV4zpzBH6A+PnF4X7q0I=</latexit><latexit sha1_base64="95/OY/K6lije/wjfPcMDLu/Cy1Y=">AAACPHicbVDLSsNAFJ34rPEVdekmWAQRKUk3uix147KifUASymR6mw6dTOLMRCihH+bGj3Dnyo0LRdy6dvqC2npg4HDuvefeOWHKqFSO82qsrK6tb2wWtsztnd29fevgsCGTTBCok4QlohViCYxyqCuqGLRSATgOGTTD/vWo3nwEIWnC79UghSDGEaddSrDSUtu680OIKM/hgWMh8OB8aOb+2NYTURjkbskZ48JZJEO/SqOI+fnQ9IF35hzaVnHWZC+TmWMRTVFrWy9+JyFZDFwRhqX0XCdVQY6FooSB9s8kpJj0cQSephzHIIN8fOXQPtVKx+4mQj+u7LE6P5HjWMpBHOrOGKueXKyNxP9qXqa6V0FOeZop4GSyqJsxWyX2KEm7QwUQxQaaYCKovtUmPSwwUTpvU4fgLn55mTTKJdcpubflYqU6jaOAjtEJOkMuukQVdINqqI4IekJv6AN9Gs/Gu/FlfE9aV4zpzBH6A+PnF4X7q0I=</latexit><latexit sha1_base64="95/OY/K6lije/wjfPcMDLu/Cy1Y=">AAACPHicbVDLSsNAFJ34rPEVdekmWAQRKUk3uix147KifUASymR6mw6dTOLMRCihH+bGj3Dnyo0LRdy6dvqC2npg4HDuvefeOWHKqFSO82qsrK6tb2wWtsztnd29fevgsCGTTBCok4QlohViCYxyqCuqGLRSATgOGTTD/vWo3nwEIWnC79UghSDGEaddSrDSUtu680OIKM/hgWMh8OB8aOb+2NYTURjkbskZ48JZJEO/SqOI+fnQ9IF35hzaVnHWZC+TmWMRTVFrWy9+JyFZDFwRhqX0XCdVQY6FooSB9s8kpJj0cQSephzHIIN8fOXQPtVKx+4mQj+u7LE6P5HjWMpBHOrOGKueXKyNxP9qXqa6V0FOeZop4GSyqJsxWyX2KEm7QwUQxQaaYCKovtUmPSwwUTpvU4fgLn55mTTKJdcpubflYqU6jaOAjtEJOkMuukQVdINqqI4IekJv6AN9Gs/Gu/FlfE9aV4zpzBH6A+PnF4X7q0I=</latexit>

The metric and all relevant quantitiesare expanded near a point P(x’)

at which the metric is supposed to be flat

y

µ = x

µ � x

0µ<latexit sha1_base64="4dWVitpLT/hqQGlJFUwQdZX2NXA=">AAACInicbVDLSgMxFM34rPU16tJNsIgiWGa6URdC0Y3LCvYBnVoy6W0bmsmMSUY6DP0WN/6KGxeKuhL8GNPHorYeCDmccy7JPX7EmdKO820tLC4tr6xm1rLrG5tb2/bObkWFsaRQpiEPZc0nCjgTUNZMc6hFEkjgc6j6veuhX30EqVgo7nQSQSMgHcHajBJtpKZ94fnQYSKFB0GkJMnJIJvce0GML3F/dJ/itH80GFIPRGsq17RzTt4ZAc8Td0JyaIJS0/70WiGNAxCacqJU3XUi3UiJ1IxyGGS9WEFEaI90oG6oIAGoRjpacYAPjdLC7VCaIzQeqdMTKQmUSgLfJAOiu2rWG4r/efVYt88bKRNRrEHQ8UPtmGMd4mFfuMUkUM0TQwiVzPwV0y6RhGrTataU4M6uPE8qhbzr5N3bQq54Nakjg/bRATpGLjpDRXSDSqiMKHpCL+gNvVvP1qv1YX2NowvWZGYP/YH18wtpBaQx</latexit><latexit sha1_base64="4dWVitpLT/hqQGlJFUwQdZX2NXA=">AAACInicbVDLSgMxFM34rPU16tJNsIgiWGa6URdC0Y3LCvYBnVoy6W0bmsmMSUY6DP0WN/6KGxeKuhL8GNPHorYeCDmccy7JPX7EmdKO820tLC4tr6xm1rLrG5tb2/bObkWFsaRQpiEPZc0nCjgTUNZMc6hFEkjgc6j6veuhX30EqVgo7nQSQSMgHcHajBJtpKZ94fnQYSKFB0GkJMnJIJvce0GML3F/dJ/itH80GFIPRGsq17RzTt4ZAc8Td0JyaIJS0/70WiGNAxCacqJU3XUi3UiJ1IxyGGS9WEFEaI90oG6oIAGoRjpacYAPjdLC7VCaIzQeqdMTKQmUSgLfJAOiu2rWG4r/efVYt88bKRNRrEHQ8UPtmGMd4mFfuMUkUM0TQwiVzPwV0y6RhGrTataU4M6uPE8qhbzr5N3bQq54Nakjg/bRATpGLjpDRXSDSqiMKHpCL+gNvVvP1qv1YX2NowvWZGYP/YH18wtpBaQx</latexit><latexit sha1_base64="4dWVitpLT/hqQGlJFUwQdZX2NXA=">AAACInicbVDLSgMxFM34rPU16tJNsIgiWGa6URdC0Y3LCvYBnVoy6W0bmsmMSUY6DP0WN/6KGxeKuhL8GNPHorYeCDmccy7JPX7EmdKO820tLC4tr6xm1rLrG5tb2/bObkWFsaRQpiEPZc0nCjgTUNZMc6hFEkjgc6j6veuhX30EqVgo7nQSQSMgHcHajBJtpKZ94fnQYSKFB0GkJMnJIJvce0GML3F/dJ/itH80GFIPRGsq17RzTt4ZAc8Td0JyaIJS0/70WiGNAxCacqJU3XUi3UiJ1IxyGGS9WEFEaI90oG6oIAGoRjpacYAPjdLC7VCaIzQeqdMTKQmUSgLfJAOiu2rWG4r/efVYt88bKRNRrEHQ8UPtmGMd4mFfuMUkUM0TQwiVzPwV0y6RhGrTataU4M6uPE8qhbzr5N3bQq54Nakjg/bRATpGLjpDRXSDSqiMKHpCL+gNvVvP1qv1YX2NowvWZGYP/YH18wtpBaQx</latexit><latexit sha1_base64="4dWVitpLT/hqQGlJFUwQdZX2NXA=">AAACInicbVDLSgMxFM34rPU16tJNsIgiWGa6URdC0Y3LCvYBnVoy6W0bmsmMSUY6DP0WN/6KGxeKuhL8GNPHorYeCDmccy7JPX7EmdKO820tLC4tr6xm1rLrG5tb2/bObkWFsaRQpiEPZc0nCjgTUNZMc6hFEkjgc6j6veuhX30EqVgo7nQSQSMgHcHajBJtpKZ94fnQYSKFB0GkJMnJIJvce0GML3F/dJ/itH80GFIPRGsq17RzTt4ZAc8Td0JyaIJS0/70WiGNAxCacqJU3XUi3UiJ1IxyGGS9WEFEaI90oG6oIAGoRjpacYAPjdLC7VCaIzQeqdMTKQmUSgLfJAOiu2rWG4r/efVYt88bKRNRrEHQ8UPtmGMd4mFfuMUkUM0TQwiVzPwV0y6RhGrTataU4M6uPE8qhbzr5N3bQq54Nakjg/bRATpGLjpDRXSDSqiMKHpCL+gNvVvP1qv1YX2NowvWZGYP/YH18wtpBaQx</latexit>

Page 45: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

Relevant formulae:

Redefinition of field variables:

(

<latexit sha1_base64="95/OY/K6lije/wjfPcMDLu/Cy1Y=">AAACPHicbVDLSsNAFJ34rPEVdekmWAQRKUk3uix147KifUASymR6mw6dTOLMRCihH+bGj3Dnyo0LRdy6dvqC2npg4HDuvefeOWHKqFSO82qsrK6tb2wWtsztnd29fevgsCGTTBCok4QlohViCYxyqCuqGLRSATgOGTTD/vWo3nwEIWnC79UghSDGEaddSrDSUtu680OIKM/hgWMh8OB8aOb+2NYTURjkbskZ48JZJEO/SqOI+fnQ9IF35hzaVnHWZC+TmWMRTVFrWy9+JyFZDFwRhqX0XCdVQY6FooSB9s8kpJj0cQSephzHIIN8fOXQPtVKx+4mQj+u7LE6P5HjWMpBHOrOGKueXKyNxP9qXqa6V0FOeZop4GSyqJsxWyX2KEm7QwUQxQaaYCKovtUmPSwwUTpvU4fgLn55mTTKJdcpubflYqU6jaOAjtEJOkMuukQVdINqqI4IekJv6AN9Gs/Gu/FlfE9aV4zpzBH6A+PnF4X7q0I=</latexit><latexit sha1_base64="95/OY/K6lije/wjfPcMDLu/Cy1Y=">AAACPHicbVDLSsNAFJ34rPEVdekmWAQRKUk3uix147KifUASymR6mw6dTOLMRCihH+bGj3Dnyo0LRdy6dvqC2npg4HDuvefeOWHKqFSO82qsrK6tb2wWtsztnd29fevgsCGTTBCok4QlohViCYxyqCuqGLRSATgOGTTD/vWo3nwEIWnC79UghSDGEaddSrDSUtu680OIKM/hgWMh8OB8aOb+2NYTURjkbskZ48JZJEO/SqOI+fnQ9IF35hzaVnHWZC+TmWMRTVFrWy9+JyFZDFwRhqX0XCdVQY6FooSB9s8kpJj0cQSephzHIIN8fOXQPtVKx+4mQj+u7LE6P5HjWMpBHOrOGKueXKyNxP9qXqa6V0FOeZop4GSyqJsxWyX2KEm7QwUQxQaaYCKovtUmPSwwUTpvU4fgLn55mTTKJdcpubflYqU6jaOAjtEJOkMuukQVdINqqI4IekJv6AN9Gs/Gu/FlfE9aV4zpzBH6A+PnF4X7q0I=</latexit><latexit sha1_base64="95/OY/K6lije/wjfPcMDLu/Cy1Y=">AAACPHicbVDLSsNAFJ34rPEVdekmWAQRKUk3uix147KifUASymR6mw6dTOLMRCihH+bGj3Dnyo0LRdy6dvqC2npg4HDuvefeOWHKqFSO82qsrK6tb2wWtsztnd29fevgsCGTTBCok4QlohViCYxyqCuqGLRSATgOGTTD/vWo3nwEIWnC79UghSDGEaddSrDSUtu680OIKM/hgWMh8OB8aOb+2NYTURjkbskZ48JZJEO/SqOI+fnQ9IF35hzaVnHWZC+TmWMRTVFrWy9+JyFZDFwRhqX0XCdVQY6FooSB9s8kpJj0cQSephzHIIN8fOXQPtVKx+4mQj+u7LE6P5HjWMpBHOrOGKueXKyNxP9qXqa6V0FOeZop4GSyqJsxWyX2KEm7QwUQxQaaYCKovtUmPSwwUTpvU4fgLn55mTTKJdcpubflYqU6jaOAjtEJOkMuukQVdINqqI4IekJv6AN9Gs/Gu/FlfE9aV4zpzBH6A+PnF4X7q0I=</latexit><latexit sha1_base64="95/OY/K6lije/wjfPcMDLu/Cy1Y=">AAACPHicbVDLSsNAFJ34rPEVdekmWAQRKUk3uix147KifUASymR6mw6dTOLMRCihH+bGj3Dnyo0LRdy6dvqC2npg4HDuvefeOWHKqFSO82qsrK6tb2wWtsztnd29fevgsCGTTBCok4QlohViCYxyqCuqGLRSATgOGTTD/vWo3nwEIWnC79UghSDGEaddSrDSUtu680OIKM/hgWMh8OB8aOb+2NYTURjkbskZ48JZJEO/SqOI+fnQ9IF35hzaVnHWZC+TmWMRTVFrWy9+JyFZDFwRhqX0XCdVQY6FooSB9s8kpJj0cQSephzHIIN8fOXQPtVKx+4mQj+u7LE6P5HjWMpBHOrOGKueXKyNxP9qXqa6V0FOeZop4GSyqJsxWyX2KEm7QwUQxQaaYCKovtUmPSwwUTpvU4fgLn55mTTKJdcpubflYqU6jaOAjtEJOkMuukQVdINqqI4IekJv6AN9Gs/Gu/FlfE9aV4zpzBH6A+PnF4X7q0I=</latexit>

The metric and all relevant quantitiesare expanded near a point P(x’)

at which the metric is supposed to be flat

y

µ = x

µ � x

0µ<latexit sha1_base64="4dWVitpLT/hqQGlJFUwQdZX2NXA=">AAACInicbVDLSgMxFM34rPU16tJNsIgiWGa6URdC0Y3LCvYBnVoy6W0bmsmMSUY6DP0WN/6KGxeKuhL8GNPHorYeCDmccy7JPX7EmdKO820tLC4tr6xm1rLrG5tb2/bObkWFsaRQpiEPZc0nCjgTUNZMc6hFEkjgc6j6veuhX30EqVgo7nQSQSMgHcHajBJtpKZ94fnQYSKFB0GkJMnJIJvce0GML3F/dJ/itH80GFIPRGsq17RzTt4ZAc8Td0JyaIJS0/70WiGNAxCacqJU3XUi3UiJ1IxyGGS9WEFEaI90oG6oIAGoRjpacYAPjdLC7VCaIzQeqdMTKQmUSgLfJAOiu2rWG4r/efVYt88bKRNRrEHQ8UPtmGMd4mFfuMUkUM0TQwiVzPwV0y6RhGrTataU4M6uPE8qhbzr5N3bQq54Nakjg/bRATpGLjpDRXSDSqiMKHpCL+gNvVvP1qv1YX2NowvWZGYP/YH18wtpBaQx</latexit><latexit sha1_base64="4dWVitpLT/hqQGlJFUwQdZX2NXA=">AAACInicbVDLSgMxFM34rPU16tJNsIgiWGa6URdC0Y3LCvYBnVoy6W0bmsmMSUY6DP0WN/6KGxeKuhL8GNPHorYeCDmccy7JPX7EmdKO820tLC4tr6xm1rLrG5tb2/bObkWFsaRQpiEPZc0nCjgTUNZMc6hFEkjgc6j6veuhX30EqVgo7nQSQSMgHcHajBJtpKZ94fnQYSKFB0GkJMnJIJvce0GML3F/dJ/itH80GFIPRGsq17RzTt4ZAc8Td0JyaIJS0/70WiGNAxCacqJU3XUi3UiJ1IxyGGS9WEFEaI90oG6oIAGoRjpacYAPjdLC7VCaIzQeqdMTKQmUSgLfJAOiu2rWG4r/efVYt88bKRNRrEHQ8UPtmGMd4mFfuMUkUM0TQwiVzPwV0y6RhGrTataU4M6uPE8qhbzr5N3bQq54Nakjg/bRATpGLjpDRXSDSqiMKHpCL+gNvVvP1qv1YX2NowvWZGYP/YH18wtpBaQx</latexit><latexit sha1_base64="4dWVitpLT/hqQGlJFUwQdZX2NXA=">AAACInicbVDLSgMxFM34rPU16tJNsIgiWGa6URdC0Y3LCvYBnVoy6W0bmsmMSUY6DP0WN/6KGxeKuhL8GNPHorYeCDmccy7JPX7EmdKO820tLC4tr6xm1rLrG5tb2/bObkWFsaRQpiEPZc0nCjgTUNZMc6hFEkjgc6j6veuhX30EqVgo7nQSQSMgHcHajBJtpKZ94fnQYSKFB0GkJMnJIJvce0GML3F/dJ/itH80GFIPRGsq17RzTt4ZAc8Td0JyaIJS0/70WiGNAxCacqJU3XUi3UiJ1IxyGGS9WEFEaI90oG6oIAGoRjpacYAPjdLC7VCaIzQeqdMTKQmUSgLfJAOiu2rWG4r/efVYt88bKRNRrEHQ8UPtmGMd4mFfuMUkUM0TQwiVzPwV0y6RhGrTataU4M6uPE8qhbzr5N3bQq54Nakjg/bRATpGLjpDRXSDSqiMKHpCL+gNvVvP1qv1YX2NowvWZGYP/YH18wtpBaQx</latexit><latexit sha1_base64="4dWVitpLT/hqQGlJFUwQdZX2NXA=">AAACInicbVDLSgMxFM34rPU16tJNsIgiWGa6URdC0Y3LCvYBnVoy6W0bmsmMSUY6DP0WN/6KGxeKuhL8GNPHorYeCDmccy7JPX7EmdKO820tLC4tr6xm1rLrG5tb2/bObkWFsaRQpiEPZc0nCjgTUNZMc6hFEkjgc6j6veuhX30EqVgo7nQSQSMgHcHajBJtpKZ94fnQYSKFB0GkJMnJIJvce0GML3F/dJ/itH80GFIPRGsq17RzTt4ZAc8Td0JyaIJS0/70WiGNAxCacqJU3XUi3UiJ1IxyGGS9WEFEaI90oG6oIAGoRjpacYAPjdLC7VCaIzQeqdMTKQmUSgLfJAOiu2rWG4r/efVYt88bKRNRrEHQ8UPtmGMd4mFfuMUkUM0TQwiVzPwV0y6RhGrTataU4M6uPE8qhbzr5N3bQq54Nakjg/bRATpGLjpDRXSDSqiMKHpCL+gNvVvP1qv1YX2NowvWZGYP/YH18wtpBaQx</latexit>

Page 46: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

Relevant formulae:

Redefinition of field variables:

(

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The metric and all relevant quantitiesare expanded near a point P(x’)

at which the metric is supposed to be flat

y

µ = x

µ � x

0µ<latexit sha1_base64="4dWVitpLT/hqQGlJFUwQdZX2NXA=">AAACInicbVDLSgMxFM34rPU16tJNsIgiWGa6URdC0Y3LCvYBnVoy6W0bmsmMSUY6DP0WN/6KGxeKuhL8GNPHorYeCDmccy7JPX7EmdKO820tLC4tr6xm1rLrG5tb2/bObkWFsaRQpiEPZc0nCjgTUNZMc6hFEkjgc6j6veuhX30EqVgo7nQSQSMgHcHajBJtpKZ94fnQYSKFB0GkJMnJIJvce0GML3F/dJ/itH80GFIPRGsq17RzTt4ZAc8Td0JyaIJS0/70WiGNAxCacqJU3XUi3UiJ1IxyGGS9WEFEaI90oG6oIAGoRjpacYAPjdLC7VCaIzQeqdMTKQmUSgLfJAOiu2rWG4r/efVYt88bKRNRrEHQ8UPtmGMd4mFfuMUkUM0TQwiVzPwV0y6RhGrTataU4M6uPE8qhbzr5N3bQq54Nakjg/bRATpGLjpDRXSDSqiMKHpCL+gNvVvP1qv1YX2NowvWZGYP/YH18wtpBaQx</latexit><latexit sha1_base64="4dWVitpLT/hqQGlJFUwQdZX2NXA=">AAACInicbVDLSgMxFM34rPU16tJNsIgiWGa6URdC0Y3LCvYBnVoy6W0bmsmMSUY6DP0WN/6KGxeKuhL8GNPHorYeCDmccy7JPX7EmdKO820tLC4tr6xm1rLrG5tb2/bObkWFsaRQpiEPZc0nCjgTUNZMc6hFEkjgc6j6veuhX30EqVgo7nQSQSMgHcHajBJtpKZ94fnQYSKFB0GkJMnJIJvce0GML3F/dJ/itH80GFIPRGsq17RzTt4ZAc8Td0JyaIJS0/70WiGNAxCacqJU3XUi3UiJ1IxyGGS9WEFEaI90oG6oIAGoRjpacYAPjdLC7VCaIzQeqdMTKQmUSgLfJAOiu2rWG4r/efVYt88bKRNRrEHQ8UPtmGMd4mFfuMUkUM0TQwiVzPwV0y6RhGrTataU4M6uPE8qhbzr5N3bQq54Nakjg/bRATpGLjpDRXSDSqiMKHpCL+gNvVvP1qv1YX2NowvWZGYP/YH18wtpBaQx</latexit><latexit sha1_base64="4dWVitpLT/hqQGlJFUwQdZX2NXA=">AAACInicbVDLSgMxFM34rPU16tJNsIgiWGa6URdC0Y3LCvYBnVoy6W0bmsmMSUY6DP0WN/6KGxeKuhL8GNPHorYeCDmccy7JPX7EmdKO820tLC4tr6xm1rLrG5tb2/bObkWFsaRQpiEPZc0nCjgTUNZMc6hFEkjgc6j6veuhX30EqVgo7nQSQSMgHcHajBJtpKZ94fnQYSKFB0GkJMnJIJvce0GML3F/dJ/itH80GFIPRGsq17RzTt4ZAc8Td0JyaIJS0/70WiGNAxCacqJU3XUi3UiJ1IxyGGS9WEFEaI90oG6oIAGoRjpacYAPjdLC7VCaIzQeqdMTKQmUSgLfJAOiu2rWG4r/efVYt88bKRNRrEHQ8UPtmGMd4mFfuMUkUM0TQwiVzPwV0y6RhGrTataU4M6uPE8qhbzr5N3bQq54Nakjg/bRATpGLjpDRXSDSqiMKHpCL+gNvVvP1qv1YX2NowvWZGYP/YH18wtpBaQx</latexit><latexit sha1_base64="4dWVitpLT/hqQGlJFUwQdZX2NXA=">AAACInicbVDLSgMxFM34rPU16tJNsIgiWGa6URdC0Y3LCvYBnVoy6W0bmsmMSUY6DP0WN/6KGxeKuhL8GNPHorYeCDmccy7JPX7EmdKO820tLC4tr6xm1rLrG5tb2/bObkWFsaRQpiEPZc0nCjgTUNZMc6hFEkjgc6j6veuhX30EqVgo7nQSQSMgHcHajBJtpKZ94fnQYSKFB0GkJMnJIJvce0GML3F/dJ/itH80GFIPRGsq17RzTt4ZAc8Td0JyaIJS0/70WiGNAxCacqJU3XUi3UiJ1IxyGGS9WEFEaI90oG6oIAGoRjpacYAPjdLC7VCaIzQeqdMTKQmUSgLfJAOiu2rWG4r/efVYt88bKRNRrEHQ8UPtmGMd4mFfuMUkUM0TQwiVzPwV0y6RhGrTataU4M6uPE8qhbzr5N3bQq54Nakjg/bRATpGLjpDRXSDSqiMKHpCL+gNvVvP1qv1YX2NowvWZGYP/YH18wtpBaQx</latexit>

Page 47: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

Restrict discussion tofirst order in R only

Expand field as

where

and replace this in the full Langevin equation

Page 48: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

Flat spacetime

Page 49: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

Flat spacetime

Page 50: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

Flat spacetime

First order correction in the curvature

Page 51: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

Flat spacetime

First order correction in the curvature

Page 52: STOCHASTIC QUANTIZATION - [ SBFenfpc/xxxix/images/slider/GKrein...Talk based on: — EA Reis, TP Neto, GK & IL Shapiro, arXiv:1804.04569 — GK, J Phys Conf Ser 378, 012032 (2012)

Fully nonperturbative— no expansion in (or )�

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~<latexit sha1_base64="xy/KU6/0MDtZ/g2Qa9l3VjWZlUk=">AAACEHicbVC7TsNAEDzzDOYVoKSxiBCIIrLTQBlBQxkk8pDiKFqf18kp57O5OyNFVj6Bhl+hoQAhWko6/obLowgJI600mtnV7k6Qcqa06/5YK6tr6xubhS17e2d3b794cNhQSSYp1mnCE9kKQCFnAuuaaY6tVCLEAcdmMLgZ+81HlIol4l4PU+zE0BMsYhS0kbrFMz/AHhM5PgiQEoYXI9vvByBtH0U4p3aLJbfsTuAsE29GSmSGWrf47YcJzWIUmnJQqu25qe7kIDWjHM2WTGEKdAA9bBsqIEbVyScPjZxTo4ROlEhTQjsTdX4ih1ipYRyYzhh0Xy16Y/E/r53p6KqTM5FmGgWdLooy7ujEGafjhEwi1XxoCFDJzK0O7YMEqk2GtgnBW3x5mTQqZc8te3eVUvV6FkeBHJMTck48ckmq5JbUSJ1Q8kReyBt5t56tV+vD+py2rlizmSPyB9bXLxb9nTo=</latexit><latexit sha1_base64="xy/KU6/0MDtZ/g2Qa9l3VjWZlUk=">AAACEHicbVC7TsNAEDzzDOYVoKSxiBCIIrLTQBlBQxkk8pDiKFqf18kp57O5OyNFVj6Bhl+hoQAhWko6/obLowgJI600mtnV7k6Qcqa06/5YK6tr6xubhS17e2d3b794cNhQSSYp1mnCE9kKQCFnAuuaaY6tVCLEAcdmMLgZ+81HlIol4l4PU+zE0BMsYhS0kbrFMz/AHhM5PgiQEoYXI9vvByBtH0U4p3aLJbfsTuAsE29GSmSGWrf47YcJzWIUmnJQqu25qe7kIDWjHM2WTGEKdAA9bBsqIEbVyScPjZxTo4ROlEhTQjsTdX4ih1ipYRyYzhh0Xy16Y/E/r53p6KqTM5FmGgWdLooy7ujEGafjhEwi1XxoCFDJzK0O7YMEqk2GtgnBW3x5mTQqZc8te3eVUvV6FkeBHJMTck48ckmq5JbUSJ1Q8kReyBt5t56tV+vD+py2rlizmSPyB9bXLxb9nTo=</latexit><latexit sha1_base64="xy/KU6/0MDtZ/g2Qa9l3VjWZlUk=">AAACEHicbVC7TsNAEDzzDOYVoKSxiBCIIrLTQBlBQxkk8pDiKFqf18kp57O5OyNFVj6Bhl+hoQAhWko6/obLowgJI600mtnV7k6Qcqa06/5YK6tr6xubhS17e2d3b794cNhQSSYp1mnCE9kKQCFnAuuaaY6tVCLEAcdmMLgZ+81HlIol4l4PU+zE0BMsYhS0kbrFMz/AHhM5PgiQEoYXI9vvByBtH0U4p3aLJbfsTuAsE29GSmSGWrf47YcJzWIUmnJQqu25qe7kIDWjHM2WTGEKdAA9bBsqIEbVyScPjZxTo4ROlEhTQjsTdX4ih1ipYRyYzhh0Xy16Y/E/r53p6KqTM5FmGgWdLooy7ujEGafjhEwi1XxoCFDJzK0O7YMEqk2GtgnBW3x5mTQqZc8te3eVUvV6FkeBHJMTck48ckmq5JbUSJ1Q8kReyBt5t56tV+vD+py2rlizmSPyB9bXLxb9nTo=</latexit><latexit sha1_base64="xy/KU6/0MDtZ/g2Qa9l3VjWZlUk=">AAACEHicbVC7TsNAEDzzDOYVoKSxiBCIIrLTQBlBQxkk8pDiKFqf18kp57O5OyNFVj6Bhl+hoQAhWko6/obLowgJI600mtnV7k6Qcqa06/5YK6tr6xubhS17e2d3b794cNhQSSYp1mnCE9kKQCFnAuuaaY6tVCLEAcdmMLgZ+81HlIol4l4PU+zE0BMsYhS0kbrFMz/AHhM5PgiQEoYXI9vvByBtH0U4p3aLJbfsTuAsE29GSmSGWrf47YcJzWIUmnJQqu25qe7kIDWjHM2WTGEKdAA9bBsqIEbVyScPjZxTo4ROlEhTQjsTdX4ih1ipYRyYzhh0Xy16Y/E/r53p6KqTM5FmGgWdLooy7ujEGafjhEwi1XxoCFDJzK0O7YMEqk2GtgnBW3x5mTQqZc8te3eVUvV6FkeBHJMTck48ckmq5JbUSJ1Q8kReyBt5t56tV+vD+py2rlizmSPyB9bXLxb9nTo=</latexit>

Equations can not be solved analytically— discretize on a lattice, integrate numerically

— need to compare with existing literature

— results available at one and two loops only

— formulate the loop expansion, compare with what is available

— solve equations nonperturbatively and see how good the loop expansion is

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Loop expansion in SQ— expansion in ~

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From the noise correlation function

one sees that

Therefore, loop expansion is equivalent to expansion in the noise field

Noise perturbation theory (NPT)KE Kunze, Martin & MussoCassoll-Seewald et al.

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Noise perturbation theory

Expand flat-space and O(R) fields as

replace these in the Langevin equations and count

)⇠ O(~n/2)

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Classical, flat spacetime

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All those equations can be

solved analytically

when classical background is constant

Here, the use of Riemann normal coordinates pays the price — equations can be solved in momentum space

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Explicit solutions— see poster P022 for details

Obtain the one-loop two-point correlation function:

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At equilibrium— i.e. ⌧ ! 1

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Agrees with:

Bunch & Parker, Phys Rev D 20, 2499 (1979)

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Effective potential— one-loop

Flat space

First order in R

For D = 4, agrees with:

Sobreira, Ribeiro & Shapiro, Phys Lett B 705, 273 (2011)

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Numerical simulations— loop expansion & fully nonperturbative

Restrict here to simpler case of D = 3

— discretize on a lattice with spacing a

— discretize Langevin time in steps

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As usual, all dimensionful quantities are rescaled by the lattice spacing

Langevin equations become (Itô calculus)

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The analytical one-loop correlation functionon the lattice is (R-part only)

Show results obtained with:

— 16 x 16 x 16 lattice

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0.0 1.0 2.0 3.0 4.0 5.0 6.0 7.0

�14.0

�12.0

�10.0

�8.0

�6.0

�4.0

�2.0

0.0

⇠ � 1/6 = 1

⇠ � 1/6 = 3

⇠ � 1/6 = 0.5

m = 1 � = 1 R = 0.1

�R(x,x|⌧)⇥10

3

Dashed: analyticalDotted: numerical

Analytical x numerical

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0.1 0.2 0.3 0.4 0.5 0.6 0.7 0.8 0.9 1.00.0

0.1

0.2

0.3

0.4

0.5

0.6

0.7

0.8

0.9

1.0

1.1

Flat spacetime

⇠ � 1/6 = 10

⇠ � 1/6 = 5

m = 1

ˆR = 0.1

ˆ�

hˆ �i/

ˆ �cl

Nonpertubative

O(h)

O(h2)

1- and 2-loop x nonperturbative

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Summary & PerspectivesRiemann normal coordinates & SQ — multi-loop corrections — and also fully nonperturbative results— this in flat and curved spacetimes

Next steps— move to D = 4 (renormalization)— higher order in R— include fermions and gauge bosons

Challenges— students and post-docs (that like computers)— computer power

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Funding