Simulation-driven design by knowledge-based response correction techniques:
Saved in:
| Main Authors: | , |
|---|---|
| Format: | Electronic eBook |
| Language: | English |
| Published: |
[Cham]
Springer
[2016]
|
| Subjects: | |
| Online Access: | BTU01 FHR01 FRO01 TUM01 UBM01 UBT01 UBW01 UEI01 UPA01 Volltext Inhaltsverzeichnis Abstract |
| Physical Description: | 1 Online-Ressource (XI, 262 Seiten, 167 illus., 93 illus. in color) |
| ISBN: | 9783319301150 |
| DOI: | 10.1007/978-3-319-30115-0 |
Staff View
MARC
| LEADER | 00000nmm a2200000zc 4500 | ||
|---|---|---|---|
| 001 | BV043579724 | ||
| 003 | DE-604 | ||
| 005 | 20220315 | ||
| 007 | cr|uuu---uuuuu | ||
| 008 | 160601s2016 |||| o||u| ||||||eng d | ||
| 020 | |a 9783319301150 |c Online |9 978-3-319-30115-0 | ||
| 024 | 7 | |a 10.1007/978-3-319-30115-0 |2 doi | |
| 035 | |a (ZDB-2-SMA)978-3-319-30115-0 | ||
| 035 | |a (OCoLC)951033173 | ||
| 035 | |a (DE-599)BVBBV043579724 | ||
| 040 | |a DE-604 |b ger |e rda | ||
| 041 | 0 | |a eng | |
| 049 | |a DE-91 |a DE-19 |a DE-20 |a DE-739 |a DE-634 |a DE-898 |a DE-861 |a DE-703 |a DE-824 |a DE-83 | ||
| 082 | 0 | |a 519.6 |2 23 | |
| 084 | |a MAT 000 |2 stub | ||
| 100 | 1 | |a Koziel, Slawomir |e Verfasser |4 aut | |
| 245 | 1 | 0 | |a Simulation-driven design by knowledge-based response correction techniques |c Slawomir Koziel, Leifur Leifsson |
| 264 | 1 | |a [Cham] |b Springer |c [2016] | |
| 264 | 4 | |c © 2016 | |
| 300 | |a 1 Online-Ressource (XI, 262 Seiten, 167 illus., 93 illus. in color) | ||
| 336 | |b txt |2 rdacontent | ||
| 337 | |b c |2 rdamedia | ||
| 338 | |b cr |2 rdacarrier | ||
| 650 | 4 | |a Mathematics | |
| 650 | 4 | |a Computer mathematics | |
| 650 | 4 | |a Mathematical models | |
| 650 | 4 | |a Mathematical optimization | |
| 650 | 4 | |a Discrete Optimization | |
| 650 | 4 | |a Continuous Optimization | |
| 650 | 4 | |a Mathematical Modeling and Industrial Mathematics | |
| 650 | 4 | |a Computational Science and Engineering | |
| 650 | 4 | |a Mathematik | |
| 650 | 4 | |a Mathematisches Modell | |
| 700 | 1 | |a Leifsson, Leifur |e Verfasser |4 aut | |
| 776 | 0 | 8 | |i Erscheint auch als |n Druckausgabe |z 978-3-319-30113-6 |
| 856 | 4 | 0 | |u https://doi.org/10.1007/978-3-319-30115-0 |x Verlag |z URL des Erstveröffentlichers |3 Volltext |
| 856 | 4 | 2 | |m Springer Fremddatenuebernahme |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994397&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA |3 Inhaltsverzeichnis |
| 856 | 4 | 2 | |m Springer Fremddatenuebernahme |q application/pdf |u http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994397&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |3 Abstract |
| 912 | |a ZDB-2-SMA | ||
| 940 | 1 | |q ZDB-2-SMA_2016 | |
| 999 | |a oai:aleph.bib-bvb.de:BVB01-028994397 | ||
| 966 | e | |u https://doi.org/10.1007/978-3-319-30115-0 |l BTU01 |p ZDB-2-SMA |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-30115-0 |l FHR01 |p ZDB-2-SMA |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-30115-0 |l FRO01 |p ZDB-2-SMA |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-30115-0 |l TUM01 |p ZDB-2-SMA |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-30115-0 |l UBM01 |p ZDB-2-SMA |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-30115-0 |l UBT01 |p ZDB-2-SMA |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-30115-0 |l UBW01 |p ZDB-2-SMA |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-30115-0 |l UEI01 |p ZDB-2-SMA |x Verlag |3 Volltext | |
| 966 | e | |u https://doi.org/10.1007/978-3-319-30115-0 |l UPA01 |p ZDB-2-SMA |x Verlag |3 Volltext | |
Record in the Search Index
| _version_ | 1804176261327618048 |
|---|---|
| adam_text | SIMULATION-DRIVEN DESIGN BY KNOWLEDGE-BASED RESPONSE CORRECTION
TECHNIQUES
/ KOZIEL, SLAWOMIR
: 2016
TABLE OF CONTENTS / INHALTSVERZEICHNIS
INTRODUCTION
SIMULATION-DRIVEN DESIGN
FUNDAMENTALS OF NUMERICAL OPTIMIZATION
INTRODUCTION TO SURROGATE-BASED MODELING AND SURROGATE-BASED
OPTIMIZATION
DESIGN OPTIMIZATION USING RESPONSE CORRECTION TECHNIQUES
SURROGATE-BASED OPTIMIZATION USING PARAMETRIC RESPONSE CORRECTION
NON-PARAMETRIC RESPONSE CORRECTION TECHNIQUES
EXPEDITED SIMULATION-DRIVEN OPTIMIZATION USING ADAPTIVELY ADJUSTED
DESIGN SPECIFICATION
SURROGATE-ASSISTED DESIGN OPTIMIZATION USING RESPONSE FEATURES
ENHANCING RESPONSE CORRECTION TECHNIQUES BY ADJOINT SENSITIVITY
MULTI-OBJECTIVE OPTIMIZATION USING VARIABLE-FIDELITY MODELS AND RESPONSE
CORRECTION
PHYSICS-BASE SURROGATE MODELS USING RESPONSE CORRECTION
SUMMARY AND DISCUSSION
REFERENCES.
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
SIMULATION-DRIVEN DESIGN BY KNOWLEDGE-BASED RESPONSE CORRECTION
TECHNIQUES
/ KOZIEL, SLAWOMIR
: 2016
ABSTRACT / INHALTSTEXT
FOCUSED ON EFFICIENT SIMULATION-DRIVEN MULTI-FIDELITY OPTIMIZATION
TECHNIQUES, THIS MONOGRAPH ON SIMULATION-DRIVEN OPTIMIZATION COVERS
SIMULATIONS UTILIZING PHYSICS-BASED LOW-FIDELITY MODELS, OFTEN BASED ON
COARSE-DISCRETIZATION SIMULATIONS OR OTHER TYPES OF SIMPLIFIED PHYSICS
REPRESENTATIONS, SUCH AS ANALYTICAL MODELS. THE METHODS PRESENTED IN THE
BOOK EXPLOIT AS MUCH AS POSSIBLE ANY KNOWLEDGE ABOUT THE SYSTEM OR
DEVICE OF INTEREST EMBEDDED IN THE LOW-FIDELITY MODEL WITH THE PURPOSE
OF REDUCING THE COMPUTATIONAL OVERHEAD OF THE DESIGN PROCESS. MOST OF
THE TECHNIQUES DESCRIBED IN THE BOOK ARE OF RESPONSE CORRECTION TYPE AND
CAN BE SPLIT INTO PARAMETRIC (USUALLY BASED ON ANALYTICAL FORMULAS) AND
NON-PARAMETRIC, I.E., NOT BASED ON ANALYTICAL FORMULAS. THE LATTER,
WHILE MORE COMPLEX IN IMPLEMENTATION, TEND TO BE MORE EFFICIENT. THE
BOOK PRESENTS A GENERAL FORMULATION OF RESPONSE CORRECTION TECHNIQUES AS
WELL AS A NUMBER OF SPECIFIC METHODS, INCLUDING THOSE BASED ON
CORRECTING THE LOW-FIDELITY MODEL RESPONSE (OUTPUT SPACE MAPPING,
MANIFOLD MAPPING, ADAPTIVE RESPONSE CORRECTION AND SHAPE-PRESERVING
RESPONSE PREDICTION), AS WELL AS ON SUITABLE MODIFICATION OF DESIGN
SPECIFICATIONS. DETAILED FORMULATIONS, APPLICATION EXAMPLES AND THE
DISCUSSION OF ADVANTAGES AND DISADVANTAGES OF THESE TECHNIQUES ARE ALSO
INCLUDED. THE BOOK DEMONSTRATES THE USE OF THE DISCUSSED TECHNIQUES FOR
SOLVING REAL-WORLD ENGINEERING DESIGN PROBLEMS, INCLUDING APPLICATIONS
IN MICROWAVE ENGINEERING, ANTENNA DESIGN, AND AERO/HYDRODYNAMICS
DIESES SCHRIFTSTUECK WURDE MASCHINELL ERZEUGT.
|
| any_adam_object | 1 |
| author | Koziel, Slawomir Leifsson, Leifur |
| author_facet | Koziel, Slawomir Leifsson, Leifur |
| author_role | aut aut |
| author_sort | Koziel, Slawomir |
| author_variant | s k sk l l ll |
| building | Verbundindex |
| bvnumber | BV043579724 |
| classification_tum | MAT 000 |
| collection | ZDB-2-SMA |
| ctrlnum | (ZDB-2-SMA)978-3-319-30115-0 (OCoLC)951033173 (DE-599)BVBBV043579724 |
| dewey-full | 519.6 |
| dewey-hundreds | 500 - Natural sciences and mathematics |
| dewey-ones | 519 - Probabilities and applied mathematics |
| dewey-raw | 519.6 |
| dewey-search | 519.6 |
| dewey-sort | 3519.6 |
| dewey-tens | 510 - Mathematics |
| discipline | Mathematik |
| doi_str_mv | 10.1007/978-3-319-30115-0 |
| format | Electronic eBook |
| fullrecord | <?xml version="1.0" encoding="UTF-8"?><collection xmlns="http://www.loc.gov/MARC21/slim"><record><leader>03100nmm a2200625zc 4500</leader><controlfield tag="001">BV043579724</controlfield><controlfield tag="003">DE-604</controlfield><controlfield tag="005">20220315 </controlfield><controlfield tag="007">cr|uuu---uuuuu</controlfield><controlfield tag="008">160601s2016 |||| o||u| ||||||eng d</controlfield><datafield tag="020" ind1=" " ind2=" "><subfield code="a">9783319301150</subfield><subfield code="c">Online</subfield><subfield code="9">978-3-319-30115-0</subfield></datafield><datafield tag="024" ind1="7" ind2=" "><subfield code="a">10.1007/978-3-319-30115-0</subfield><subfield code="2">doi</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(ZDB-2-SMA)978-3-319-30115-0</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(OCoLC)951033173</subfield></datafield><datafield tag="035" ind1=" " ind2=" "><subfield code="a">(DE-599)BVBBV043579724</subfield></datafield><datafield tag="040" ind1=" " ind2=" "><subfield code="a">DE-604</subfield><subfield code="b">ger</subfield><subfield code="e">rda</subfield></datafield><datafield tag="041" ind1="0" ind2=" "><subfield code="a">eng</subfield></datafield><datafield tag="049" ind1=" " ind2=" "><subfield code="a">DE-91</subfield><subfield code="a">DE-19</subfield><subfield code="a">DE-20</subfield><subfield code="a">DE-739</subfield><subfield code="a">DE-634</subfield><subfield code="a">DE-898</subfield><subfield code="a">DE-861</subfield><subfield code="a">DE-703</subfield><subfield code="a">DE-824</subfield><subfield code="a">DE-83</subfield></datafield><datafield tag="082" ind1="0" ind2=" "><subfield code="a">519.6</subfield><subfield code="2">23</subfield></datafield><datafield tag="084" ind1=" " ind2=" "><subfield code="a">MAT 000</subfield><subfield code="2">stub</subfield></datafield><datafield tag="100" ind1="1" ind2=" "><subfield code="a">Koziel, Slawomir</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="245" ind1="1" ind2="0"><subfield code="a">Simulation-driven design by knowledge-based response correction techniques</subfield><subfield code="c">Slawomir Koziel, Leifur Leifsson</subfield></datafield><datafield tag="264" ind1=" " ind2="1"><subfield code="a">[Cham]</subfield><subfield code="b">Springer</subfield><subfield code="c">[2016]</subfield></datafield><datafield tag="264" ind1=" " ind2="4"><subfield code="c">© 2016</subfield></datafield><datafield tag="300" ind1=" " ind2=" "><subfield code="a">1 Online-Ressource (XI, 262 Seiten, 167 illus., 93 illus. in color)</subfield></datafield><datafield tag="336" ind1=" " ind2=" "><subfield code="b">txt</subfield><subfield code="2">rdacontent</subfield></datafield><datafield tag="337" ind1=" " ind2=" "><subfield code="b">c</subfield><subfield code="2">rdamedia</subfield></datafield><datafield tag="338" ind1=" " ind2=" "><subfield code="b">cr</subfield><subfield code="2">rdacarrier</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematics</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Computer mathematics</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematical models</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematical optimization</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Discrete Optimization</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Continuous Optimization</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematical Modeling and Industrial Mathematics</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Computational Science and Engineering</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematik</subfield></datafield><datafield tag="650" ind1=" " ind2="4"><subfield code="a">Mathematisches Modell</subfield></datafield><datafield tag="700" ind1="1" ind2=" "><subfield code="a">Leifsson, Leifur</subfield><subfield code="e">Verfasser</subfield><subfield code="4">aut</subfield></datafield><datafield tag="776" ind1="0" ind2="8"><subfield code="i">Erscheint auch als</subfield><subfield code="n">Druckausgabe</subfield><subfield code="z">978-3-319-30113-6</subfield></datafield><datafield tag="856" ind1="4" ind2="0"><subfield code="u">https://doi.org/10.1007/978-3-319-30115-0</subfield><subfield code="x">Verlag</subfield><subfield code="z">URL des Erstveröffentlichers</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">Springer Fremddatenuebernahme</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994397&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Inhaltsverzeichnis</subfield></datafield><datafield tag="856" ind1="4" ind2="2"><subfield code="m">Springer Fremddatenuebernahme</subfield><subfield code="q">application/pdf</subfield><subfield code="u">http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994397&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA</subfield><subfield code="3">Abstract</subfield></datafield><datafield tag="912" ind1=" " ind2=" "><subfield code="a">ZDB-2-SMA</subfield></datafield><datafield tag="940" ind1="1" ind2=" "><subfield code="q">ZDB-2-SMA_2016</subfield></datafield><datafield tag="999" ind1=" " ind2=" "><subfield code="a">oai:aleph.bib-bvb.de:BVB01-028994397</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-30115-0</subfield><subfield code="l">BTU01</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-30115-0</subfield><subfield code="l">FHR01</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-30115-0</subfield><subfield code="l">FRO01</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-30115-0</subfield><subfield code="l">TUM01</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-30115-0</subfield><subfield code="l">UBM01</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-30115-0</subfield><subfield code="l">UBT01</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-30115-0</subfield><subfield code="l">UBW01</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-30115-0</subfield><subfield code="l">UEI01</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield><datafield tag="966" ind1="e" ind2=" "><subfield code="u">https://doi.org/10.1007/978-3-319-30115-0</subfield><subfield code="l">UPA01</subfield><subfield code="p">ZDB-2-SMA</subfield><subfield code="x">Verlag</subfield><subfield code="3">Volltext</subfield></datafield></record></collection> |
| id | DE-604.BV043579724 |
| illustrated | Not Illustrated |
| indexdate | 2024-07-10T07:29:22Z |
| institution | BVB |
| isbn | 9783319301150 |
| language | English |
| oai_aleph_id | oai:aleph.bib-bvb.de:BVB01-028994397 |
| oclc_num | 951033173 |
| open_access_boolean | |
| owner | DE-91 DE-BY-TUM DE-19 DE-BY-UBM DE-20 DE-739 DE-634 DE-898 DE-BY-UBR DE-861 DE-703 DE-824 DE-83 |
| owner_facet | DE-91 DE-BY-TUM DE-19 DE-BY-UBM DE-20 DE-739 DE-634 DE-898 DE-BY-UBR DE-861 DE-703 DE-824 DE-83 |
| physical | 1 Online-Ressource (XI, 262 Seiten, 167 illus., 93 illus. in color) |
| psigel | ZDB-2-SMA ZDB-2-SMA_2016 |
| publishDate | 2016 |
| publishDateSearch | 2016 |
| publishDateSort | 2016 |
| publisher | Springer |
| record_format | marc |
| spelling | Koziel, Slawomir Verfasser aut Simulation-driven design by knowledge-based response correction techniques Slawomir Koziel, Leifur Leifsson [Cham] Springer [2016] © 2016 1 Online-Ressource (XI, 262 Seiten, 167 illus., 93 illus. in color) txt rdacontent c rdamedia cr rdacarrier Mathematics Computer mathematics Mathematical models Mathematical optimization Discrete Optimization Continuous Optimization Mathematical Modeling and Industrial Mathematics Computational Science and Engineering Mathematik Mathematisches Modell Leifsson, Leifur Verfasser aut Erscheint auch als Druckausgabe 978-3-319-30113-6 https://doi.org/10.1007/978-3-319-30115-0 Verlag URL des Erstveröffentlichers Volltext Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994397&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA Inhaltsverzeichnis Springer Fremddatenuebernahme application/pdf http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994397&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA Abstract |
| spellingShingle | Koziel, Slawomir Leifsson, Leifur Simulation-driven design by knowledge-based response correction techniques Mathematics Computer mathematics Mathematical models Mathematical optimization Discrete Optimization Continuous Optimization Mathematical Modeling and Industrial Mathematics Computational Science and Engineering Mathematik Mathematisches Modell |
| title | Simulation-driven design by knowledge-based response correction techniques |
| title_auth | Simulation-driven design by knowledge-based response correction techniques |
| title_exact_search | Simulation-driven design by knowledge-based response correction techniques |
| title_full | Simulation-driven design by knowledge-based response correction techniques Slawomir Koziel, Leifur Leifsson |
| title_fullStr | Simulation-driven design by knowledge-based response correction techniques Slawomir Koziel, Leifur Leifsson |
| title_full_unstemmed | Simulation-driven design by knowledge-based response correction techniques Slawomir Koziel, Leifur Leifsson |
| title_short | Simulation-driven design by knowledge-based response correction techniques |
| title_sort | simulation driven design by knowledge based response correction techniques |
| topic | Mathematics Computer mathematics Mathematical models Mathematical optimization Discrete Optimization Continuous Optimization Mathematical Modeling and Industrial Mathematics Computational Science and Engineering Mathematik Mathematisches Modell |
| topic_facet | Mathematics Computer mathematics Mathematical models Mathematical optimization Discrete Optimization Continuous Optimization Mathematical Modeling and Industrial Mathematics Computational Science and Engineering Mathematik Mathematisches Modell |
| url | https://doi.org/10.1007/978-3-319-30115-0 http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994397&sequence=000001&line_number=0001&func_code=DB_RECORDS&service_type=MEDIA http://bvbr.bib-bvb.de:8991/F?func=service&doc_library=BVB01&local_base=BVB01&doc_number=028994397&sequence=000003&line_number=0002&func_code=DB_RECORDS&service_type=MEDIA |
| work_keys_str_mv | AT kozielslawomir simulationdrivendesignbyknowledgebasedresponsecorrectiontechniques AT leifssonleifur simulationdrivendesignbyknowledgebasedresponsecorrectiontechniques |