The role of the non-linearity in controlling the surface roughness in the one-dimensional Kardar–Parisi–Zhang growth process

We explore linear control of the one-dimensional non-linear Kardar–Parisi–Zhang (KPZ) equation with the goal to understand the effects the control process has on the dynamics and on the stationary state of the resulting stochastic growth kinetics. In linear control, the intrinsic non-linearity of th...

Full description

Saved in:
Bibliographic Details
Published inJournal of physics. A, Mathematical and theoretical Vol. 54; no. 15; p. 154002
Main Authors Priyanka, Täuber, Uwe C, Pleimling, Michel
Format Journal Article
LanguageEnglish
Published 16.04.2021
Online AccessGet full text

Cover

Loading…
Abstract We explore linear control of the one-dimensional non-linear Kardar–Parisi–Zhang (KPZ) equation with the goal to understand the effects the control process has on the dynamics and on the stationary state of the resulting stochastic growth kinetics. In linear control, the intrinsic non-linearity of the system is maintained at all times. In our protocol, the control is applied to only a small number n c of Fourier modes. The stationary-state roughness is obtained analytically in the small- n c regime with weak non-linear coupling wherein the controlled growth process is found to result in Edwards–Wilkinson dynamics. Furthermore, when the non-linear KPZ coupling is strong, we discern a regime where the controlled dynamics shows scaling in accordance to the KPZ universality class. We perform a detailed numerical analysis to investigate the controlled dynamics subject to weak as well as strong non-linearity. A first-order perturbation theory calculation supports the simulation results in the weak non-linear regime. For strong non-linearity, we find a temporal crossover between KPZ and dispersive growth regimes, with the crossover time scaling with the number n c of controlled Fourier modes. We observe that the height distribution is positively skewed, indicating that as a consequence of the linear control, the surface morphology displays fewer and smaller hills than in the uncontrolled growth process, and that the inherent size-dependent stationary-state roughness provides an upper limit for the roughness of the controlled system.
AbstractList We explore linear control of the one-dimensional non-linear Kardar–Parisi–Zhang (KPZ) equation with the goal to understand the effects the control process has on the dynamics and on the stationary state of the resulting stochastic growth kinetics. In linear control, the intrinsic non-linearity of the system is maintained at all times. In our protocol, the control is applied to only a small number n c of Fourier modes. The stationary-state roughness is obtained analytically in the small- n c regime with weak non-linear coupling wherein the controlled growth process is found to result in Edwards–Wilkinson dynamics. Furthermore, when the non-linear KPZ coupling is strong, we discern a regime where the controlled dynamics shows scaling in accordance to the KPZ universality class. We perform a detailed numerical analysis to investigate the controlled dynamics subject to weak as well as strong non-linearity. A first-order perturbation theory calculation supports the simulation results in the weak non-linear regime. For strong non-linearity, we find a temporal crossover between KPZ and dispersive growth regimes, with the crossover time scaling with the number n c of controlled Fourier modes. We observe that the height distribution is positively skewed, indicating that as a consequence of the linear control, the surface morphology displays fewer and smaller hills than in the uncontrolled growth process, and that the inherent size-dependent stationary-state roughness provides an upper limit for the roughness of the controlled system.
Author Täuber, Uwe C
Pleimling, Michel
Priyanka
Author_xml – sequence: 1
  orcidid: 0000-0002-3094-2256
  surname: Priyanka
  fullname: Priyanka
– sequence: 2
  givenname: Uwe C
  orcidid: 0000-0001-7854-2254
  surname: Täuber
  fullname: Täuber, Uwe C
– sequence: 3
  givenname: Michel
  surname: Pleimling
  fullname: Pleimling, Michel
BookMark eNp1kM1KAzEUhYMo2Fb3LvMCY5NJ5m8pxT8s6KJu3Aw3aaYTmSYlSZHu-g6-oU9iYqULwdU93JzvcHPG6NRYoxC6ouSakrqe0qqgWU1zOgWhqoKdoNFxdXrUlJ2jsffvhBScNPkI7Re9ws4OCtsOh6hjbDZoo8DpsMPaYGlNiIa4W_0Y_NZ1IBO0XfVGeZ9M6SHeky31WhmvrYEBP4Fbgvvaf77ELK-jeOshhqyc_Qg93jgrI32BzjoYvLr8nRP0ene7mD1k8-f7x9nNPJM5ZyFjvKkELHNGlBSyKjvaCSAkzwsJDdAqTkFZWSrCWS0K4CXvZMVUoTgXDS_YBJWHXOms9051rdQBgk6_Az20lLSpxzYV1abS2kOPESR_wI3Ta3C7_5FvwD98kw
CitedBy_id crossref_primary_10_1088_1742_5468_ad4af9
Cites_doi 10.1103/physreve.47.1595
10.1103/physreva.16.732
10.1103/physreve.92.022912
10.1021/ie060410h
10.1103/physreve.50.1024
10.1103/physreve.101.022101
10.1063/1.1755425
10.1103/physreve.71.046138
10.1016/j.addma.2020.101283
10.1038/srep00034
10.1088/0305-4470/18/2/005
10.1103/physrevlett.119.030602
10.1116/1.4818423
10.1103/physrevlett.56.889
10.1109/tcst.2003.816405
10.1098/rspa.1982.0056
10.1016/j.addma.2020.101528
10.1016/s0167-2789(99)00175-x
10.1016/j.physd.2017.02.011
10.1016/s0168-583x(02)01436-2
10.1137/0139007
10.1088/1751-8113/43/40/403001
10.1016/0021-9991(91)90238-g
10.1143/ptps.64.346
10.1016/0370-1573(94)00087-j
10.1142/s2010326311300014
10.1007/s10955-015-1282-1
ContentType Journal Article
DBID AAYXX
CITATION
DOI 10.1088/1751-8121/abe753
DatabaseName CrossRef
DatabaseTitle CrossRef
DatabaseTitleList CrossRef
DeliveryMethod fulltext_linktorsrc
Discipline Physics
EISSN 1751-8121
ExternalDocumentID 10_1088_1751_8121_abe753
GroupedDBID 1JI
4.4
5B3
5GY
5VS
5ZH
7.M
7.Q
AAGCD
AAGID
AAJIO
AAJKP
AATNI
AAYXX
ABCXL
ABHWH
ABQJV
ABVAM
ACAFW
ACGFS
ACHIP
ACNCT
ADEQX
AEFHF
AFYNE
AKPSB
ALMA_UNASSIGNED_HOLDINGS
AOAED
ASPBG
ATQHT
AVWKF
AZFZN
CBCFC
CEBXE
CITATION
CJUJL
CRLBU
CS3
EBS
EDWGO
EMSAF
EPQRW
EQZZN
IHE
IJHAN
IOP
IZVLO
KOT
LAP
M45
N5L
PJBAE
RIN
RNS
RO9
ROL
RPA
SY9
TN5
W28
ID FETCH-LOGICAL-c243t-3497bad230ecbc76f1fba00225ca9a1725cb1366e0438b5a464fc73e5e44b9453
ISSN 1751-8113
IngestDate Thu Apr 24 23:20:39 EDT 2025
Tue Jul 01 02:32:48 EDT 2025
IsPeerReviewed true
IsScholarly true
Issue 15
Language English
LinkModel OpenURL
MergedId FETCHMERGED-LOGICAL-c243t-3497bad230ecbc76f1fba00225ca9a1725cb1366e0438b5a464fc73e5e44b9453
ORCID 0000-0002-3094-2256
0000-0001-7854-2254
ParticipantIDs crossref_citationtrail_10_1088_1751_8121_abe753
crossref_primary_10_1088_1751_8121_abe753
ProviderPackageCode CITATION
AAYXX
PublicationCentury 2000
PublicationDate 2021-04-16
PublicationDateYYYYMMDD 2021-04-16
PublicationDate_xml – month: 04
  year: 2021
  text: 2021-04-16
  day: 16
PublicationDecade 2020
PublicationTitle Journal of physics. A, Mathematical and theoretical
PublicationYear 2021
References Ueno (aabe753bib25) 2005; 71
Priyanka (aabe753bib24) 2020; 101
Kriecherbauer (aabe753bib15) 2010; 43
Halpin-Healy (aabe753bib14) 2015; 160
Spalart (aabe753bib26) 1991; 96
Corwin (aabe753bib29) 2012; 01
Makeev (aabe753bib2) 2002; 197
Frey (aabe753bib27) 1994; 50
Barabási (aabe753bib6) 1995
Villapún (aabe753bib4) 2020; 36
Gomes (aabe753bib23) 2017; 348
Baer (aabe753bib1) 2013; 31
Li (aabe753bib3) 2020; 34
Kardar (aabe753bib9) 1986; 56
Halpin-Healy (aabe753bib11) 1995; 254
Edwards (aabe753bib18) 1982; 381
Zhang (aabe753bib12) 2011; 1
Elsholz (aabe753bib5) 2004; 84
Bhattacharjee (aabe753bib28) 2007
Forster (aabe753bib17) 1977; 16
Kuramoto (aabe753bib7) 1978; 64
Amar (aabe753bib10) 1993; 47
Fukai (aabe753bib13) 2017; 119
Lou (aabe753bib20) 2003; 11
Family (aabe753bib16) 1985; 18
Sivashinsky (aabe753bib8) 1980; 39
Armaou (aabe753bib19) 2000; 137
Lou (aabe753bib21) 2006; 45
Gomes (aabe753bib22) 2015; 92
References_xml – volume: 47
  start-page: 1595
  year: 1993
  ident: aabe753bib10
  publication-title: Phys. Rev. E
  doi: 10.1103/physreve.47.1595
– volume: 16
  start-page: 732
  year: 1977
  ident: aabe753bib17
  publication-title: Phys. Rev. A
  doi: 10.1103/physreva.16.732
– volume: 92
  year: 2015
  ident: aabe753bib22
  publication-title: Phys. Rev. E
  doi: 10.1103/physreve.92.022912
– volume: 45
  start-page: 7177
  year: 2006
  ident: aabe753bib21
  publication-title: Ind. Eng. Chem. Res.
  doi: 10.1021/ie060410h
– volume: 50
  start-page: 1024
  year: 1994
  ident: aabe753bib27
  publication-title: Phys. Rev. E
  doi: 10.1103/physreve.50.1024
– volume: 101
  year: 2020
  ident: aabe753bib24
  publication-title: Phys. Rev. E
  doi: 10.1103/physreve.101.022101
– volume: 84
  start-page: 4167
  year: 2004
  ident: aabe753bib5
  publication-title: Appl. Phys. Lett.
  doi: 10.1063/1.1755425
– volume: 71
  year: 2005
  ident: aabe753bib25
  publication-title: Phys. Rev. E
  doi: 10.1103/physreve.71.046138
– volume: 34
  year: 2020
  ident: aabe753bib3
  publication-title: Addit. Manuf.
  doi: 10.1016/j.addma.2020.101283
– volume: 1
  start-page: 34
  year: 2011
  ident: aabe753bib12
  publication-title: Sci. Rep.
  doi: 10.1038/srep00034
– volume: 18
  start-page: L75
  year: 1985
  ident: aabe753bib16
  publication-title: J. Phys. A: Math. Gen.
  doi: 10.1088/0305-4470/18/2/005
– volume: 119
  year: 2017
  ident: aabe753bib13
  publication-title: Phys. Rev. Lett.
  doi: 10.1103/physrevlett.119.030602
– volume: 31
  year: 2013
  ident: aabe753bib1
  publication-title: J. Vac. Sci. Technol. A
  doi: 10.1116/1.4818423
– year: 2007
  ident: aabe753bib28
– volume: 56
  start-page: 889
  year: 1986
  ident: aabe753bib9
  publication-title: Phys. Rev. Lett.
  doi: 10.1103/physrevlett.56.889
– volume: 11
  start-page: 737
  year: 2003
  ident: aabe753bib20
  publication-title: IEEE Trans. Control Syst. Technol.
  doi: 10.1109/tcst.2003.816405
– volume: 381
  start-page: 17
  year: 1982
  ident: aabe753bib18
  publication-title: Proc. R. Soc. A
  doi: 10.1098/rspa.1982.0056
– volume: 36
  year: 2020
  ident: aabe753bib4
  publication-title: Addit. Manuf.
  doi: 10.1016/j.addma.2020.101528
– volume: 137
  start-page: 49
  year: 2000
  ident: aabe753bib19
  publication-title: PhysicaD
  doi: 10.1016/s0167-2789(99)00175-x
– volume: 348
  start-page: 33
  year: 2017
  ident: aabe753bib23
  publication-title: PhysicaD
  doi: 10.1016/j.physd.2017.02.011
– volume: 197
  start-page: 185
  year: 2002
  ident: aabe753bib2
  publication-title: Nucl. Instrum. Methods Phys. Res. B
  doi: 10.1016/s0168-583x(02)01436-2
– volume: 39
  start-page: 67
  year: 1980
  ident: aabe753bib8
  publication-title: SIAM J. Appl. Math.
  doi: 10.1137/0139007
– volume: 43
  year: 2010
  ident: aabe753bib15
  publication-title: J. Phys. A: Math. Theor.
  doi: 10.1088/1751-8113/43/40/403001
– volume: 96
  start-page: 297
  year: 1991
  ident: aabe753bib26
  publication-title: J. Comput. Phys.
  doi: 10.1016/0021-9991(91)90238-g
– volume: 64
  start-page: 346
  year: 1978
  ident: aabe753bib7
  publication-title: Prog. Theor. Phys. Suppl.
  doi: 10.1143/ptps.64.346
– volume: 254
  start-page: 215
  year: 1995
  ident: aabe753bib11
  publication-title: Phys. Rep.
  doi: 10.1016/0370-1573(94)00087-j
– volume: 01
  start-page: 1130001
  year: 2012
  ident: aabe753bib29
  publication-title: Random Matrices: Theor. Appl.
  doi: 10.1142/s2010326311300014
– volume: 160
  start-page: 794
  year: 2015
  ident: aabe753bib14
  publication-title: J. Stat. Phys.
  doi: 10.1007/s10955-015-1282-1
– year: 1995
  ident: aabe753bib6
SSID ssj0054092
Score 2.3473852
Snippet We explore linear control of the one-dimensional non-linear Kardar–Parisi–Zhang (KPZ) equation with the goal to understand the effects the control process has...
SourceID crossref
SourceType Enrichment Source
Index Database
StartPage 154002
Title The role of the non-linearity in controlling the surface roughness in the one-dimensional Kardar–Parisi–Zhang growth process
Volume 54
hasFullText 1
inHoldings 1
isFullTextHit
isPrint
link http://utb.summon.serialssolutions.com/2.0.0/link/0/eLvHCXMwnV1Lj9MwELbKIiQuiKdYXvKBC6rcNo2dx3GFQAsH6KGV9hbZjr1bUbqrbiK0e9r_wK_h7_BLmPEjDQuVWC5R4jijJPNpZux5EfJaKy64spKJMhGM84liskw4A9VoVJHZOrcuyvdTdrjgH4_E0WDwoxe11DZqpC__mlfyP1yFMeArZsnegLMdURiAc-AvHIHDcPxnHsfwQDQgYSnP0GyU2JFu6CLMXSD6KuZEnbcbKzU-1B6fOCEXwhxP14bVWOjfF-nAHLFabmIkRDrDVoXL7tLtMg-PYQXfnAzPfKrBDivX75ycj4YHPjMoFokNJQp6eZSdkN4sL-T6S6cu5s6Xz1vlwbX4ZrY7u7OVWX5dhbYsPqq1v40xTdAj47Msg-TNRcKKxCemjkx_zKdQR3Hta05HWIqe8AVrcOLSt__UCyBLcYsi0kMFqEwu0q0WjJ7_a8qxC1l0zvqiqJBGhTQqT-EWuT2FFQo2z_jweRaNAHgT14-7-6rgIQcK4-4txp5CzyLqmTbz--Re4BY98AB7QAZm_ZDcmXnOPSJXADOKMKOnlgLD6G8wo8s17cHMTQgwox3McBLeuAYz6mH28-q7BxicOGhRDy0aoPWYLN6_m789ZKFxB9NTnjYs5WWuZA2rW6OVzjObWCXRWhRalhJMZqFVkmaZQTe0EpJn3Oo8NcJwrkou0idkDz7FPCXU2NRqVehJKTMOy3kFCrpIMlmIGqZauU_G8edVOlS1x-Yqq2oXw_bJm-6JM1_RZefcZzeY-5zc3eL6BdlrNq15CQZro145aPwC5U-Xkg
linkProvider IOP Publishing
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=The+role+of+the+non-linearity+in+controlling+the+surface+roughness+in+the+one-dimensional+Kardar%E2%80%93Parisi%E2%80%93Zhang+growth+process&rft.jtitle=Journal+of+physics.+A%2C+Mathematical+and+theoretical&rft.au=Priyanka&rft.au=T%C3%A4uber%2C+Uwe+C&rft.au=Pleimling%2C+Michel&rft.date=2021-04-16&rft.issn=1751-8113&rft.eissn=1751-8121&rft.volume=54&rft.issue=15&rft.spage=154002&rft_id=info:doi/10.1088%2F1751-8121%2Fabe753&rft.externalDBID=n%2Fa&rft.externalDocID=10_1088_1751_8121_abe753
thumbnail_l http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/lc.gif&issn=1751-8113&client=summon
thumbnail_m http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/mc.gif&issn=1751-8113&client=summon
thumbnail_s http://covers-cdn.summon.serialssolutions.com/index.aspx?isbn=/sc.gif&issn=1751-8113&client=summon