Deliverables
Each ESR should aim, during his/her 3 year PAM^2 training period, to publish at least 2 journal papers and 2 conference papers; the conference papers will also be presented (either as a poster or an oral presentation) by the ESR.
Public website PAM^2A public and interactive website will be made. The PAM^2 website will be used to publicly post the PAM^2 ESR vacancies and the PAM^2 dissemination activities (e.g. publications from open access sources or from journals that allow post-print archiving, press releases, YouTube videos, etc.) and announce relevant events. For example a plan for the public lectures will be made by M6 and published on the website and updated subsequently. There will also be an interactive part on the website, where anyone interested in the project can make comments or ask questions. The more popular part of the website will also provide access to the more in-depth research results, as far as these are in the public domain. Alternate ESRs will be in charge of answering the questions (for a month at a time). This will be coordinated by the WP5 leader (TUD).
YouTube movies of hands-on projectsDuring the network-wide workshops, hands-on training will be given in groups. Each group will work on a specific AM example that they carry with them from workshop to workshop, from computational design to product assessment. As a training for the students and as an outreach activity, they will document each hands-on session with a YouTube movie. This will form part of a number of movies documenting the whole production process. This series of movies, gradually released depending on the workshop schedule, can be used to train and inform the general public, but also to complement theoretical AM training given in the post-PAM^2 period. In addition, this series can form a positive ‘competition’ between the different ESR groups, where they can compete for the most views to their movie series. This competitive aspect will ensure that the quality of the movies is high and that the public is encouraged to view them. The ESRs in the group will take turns in making the movie. These movies will include references to in-depth information, e.g. PAM^2 papers published in open access journals, and thus act as an attractive portal to the scientific outcome of the program.
In-process high speed measurements of the melt pool (KU Leuven), post-process metrology results including post-AM CT (UNIPD) and TEM/SEM investigations of cross sections through parts, will be linked to understand the relationship between the processing parameters of the AM test cases and the internal and external quality of these parts. Understanding this relationship between processing parameters and quality of the part is the first step towards the possibility for in-process control.
Review and selection of appropriate post-process instrumentation and its use for the end-user case studiesOptical and x-ray methods will be reviewed, selected and further developed for the post-process measurement of the internal and external form of AM parts. In the optical case (UNOTT), modelling of the instrument response will be used to reduce systematic errors and improve instrument bandwidth (therefore, allowing the complex structures produced by AM to be measured effectively). In the X-ray CT case (UNIPD), standard methods for measuring AM parts and for estimating measurement uncertainties will be developed, and good practice guidance will be produced. The most appropriate post-process instrumentation and its use for the end-user case studies will be selected.
Report on in-situ and post-AM laser-based processes to improve the AM part surfaceKIT will develop a post-AM laser-based finishing process for the reduction of surface roughness, control of surface hardness, surface wettability and the enhancement of edge quality. In addition, KU Leuven will develop an in-situ subtractive laser-based process that can be combined with the additive process to increase part accuracy, reduce part roughness and porosity by a factor of 10-16. A report of how the in-process and post-AM laser-based processes improve the surface properties of the AM part will be written.
Improved topology optimisation techniquesAdvanced computational design tools, which enable effective 3D design of competitive precision components to be produced by AM, are developed. The newly developed topology optimisation techniques will target precision designs which are “AM ready” and hence do not require expensive re-engineering to make them suited for AM. The elimination or major reduction of these re-engineering steps will reduce costs, improve time-to-market and lead to designs with superior final precision and performance. PAM^2 gives the unique setting to build upon both AM process knowledge and new AM process models. The latter will be thoroughly integrated in topology optimisation tools for precision components. For this purpose, reduced-order AM process models will be developed which also provide the paramount sensitivity information. Computational modelling techniques will be developed in collaboration with the researchers in Task 1.2 and validated via collaboration with WP2 and WP3
Thermo-microstructural-mechanical model for precision AM and secondary processingProcess knowledge from WP2 partners and measurements from WP3 partners are used for setting up simulations and for calibrating the numerical process models. A coupled multi-scale thermo-metallurgical-mechanical model for simulating precision additive manufacturing is developed by using a local model for simulating laser-material interaction and melting/solidification processes and a global thermo-mechanical model for evaluating residual stresses and deformations. Smart, advanced modelling techniques to reduce computation time to an acceptable range while preserving accuracy are implemented and statistical methods for a robust calibration of the numerical models are applied. In addition, a thermo-microstructural-mechanical model of secondary processing of PAM^2 parts is developed through fast and accurate thermal, microstructural and mechanical solvers capable of handling large computational domains. The evolution of part porosities and resulting material properties is tracked by a developed thermal-microstructural model and constitutive modelling of materials to predict residual stresses and deformations is implemented.
Comparison of simulated and experimental behaviour of AM partsThe thermo-microstructural-mechanical models for precision AM and secondary processing (Task 1.2) are combined to simulate the entire precision additive manufacturing process chain. Residual stresses, deformations and mechanical-microstructural properties of parts designed in Task 1.1 are predicted and the results are validated in collaboration with WP2 and WP3 partners. Subsequent to successful validation of working models, numerical model based process optimisation and process uncertainty quantification of both SLM and secondary process are performed to better control the characteristics of the parts produced in PAM^2 as well as to increase the process knowledge base.
2 summer schools will be organised: Summer School 1, the Leadership course at NP TEC (M18) is part of D4.2. Summer School 2, covering an in-depth AM study takes place at UNIPD (M30) and consists of a technical training (3.5 days) given by senior researchers from all beneficiaries and partners to ensure an in-depth examination of all aspects of AM. The programme will be structured in 7 courses (1/2 day each) on the following topics: (1) General introduction to AM (review and more in-depth technical training on contents of Workshop 1); (2) Advanced system design, specs and computational design; (3) Advanced process modelling; (4) Manufacturing and process control; (5) Introduction to post-processing; (6) Metrology for AM; (7) Introduction to geometrical and functional assessment. Also a tour of the facilities and a Poster session is foreseen.
PAM^2 symposium at euspen conferenceA special symposia will be organised at the euspen international conference (http://www.euspen.eu/) in June 2019 and June 2020. This symposium will be jointly organised with chairpersons from each beneficiary/partner (for example 4 sessions with 3 chairpersons each) who will be in charge of inviting keynote speakers and chairing the session.
A hybrid optical system will be developed, which combines a vision system with a focus variation system. The hybrid system will be capable of measuring the presence of defects and then measuring the topography of such defects. The system will be developed as a collaboration between UNOTT and ALICON. The prototype in-process instrument will characterized and a report will be written.
Publications
Author(s):
Rajit Ranjan, Can Ayas, Matthijs Langelaar, Fred van Keulen
Published in:
Materials, Issue 13/20, 2020, Page(s) 4576, ISSN 1996-1944
Publisher:
MDPI Open Access Publishing
DOI:
10.3390/ma13204576
Author(s):
Mohamad Bayat, Christopher G. Klingaa, Sankhya Mohanty, David De Baere, Jesper Thorborg, Niels S. Tiedje, Jesper H. Hattel
Published in:
Additive Manufacturing, Issue 36, 2020, Page(s) 101508, ISSN 2214-8604
Publisher:
Elsevier BV
DOI:
10.1016/j.addma.2020.101508
Author(s):
Teguh Santoso; Wahyudin P. Syam; Subbareddy Darukumalli; Yukui Cai; Franz Helmli; Xichun Luo; Richard Leach
Published in:
The International Journal of Advanced Manufacturing Technology, Issue 6, 2020, ISSN 0268-3768
Publisher:
Springer Verlag
DOI:
10.1007/s00170-020-05767-z
Author(s):
Amal Charles, Ahmed Elkaseer, Lore Thijs, Steffen G. Scholz
Published in:
Applied Sciences, Issue 10/7, 2020, Page(s) 2416, ISSN 2076-3417
Publisher:
MDPI
DOI:
10.3390/app10072416
Author(s):
David De Baere, Mandanà Moshiri, Sankhya Mohanty, Guido Tosello, Jesper Henri Hattel
Published in:
Applied Sciences, Issue 10/10, 2020, Page(s) 3414, ISSN 2076-3417
Publisher:
MDPI
DOI:
10.3390/app10103414
Author(s):
David De Baere, Sankhya Mohanty, Jesper H. Hattel
Published in:
Materials Today Communications, Issue 24, 2020, Page(s) 101031, ISSN 2352-4928
Publisher:
Elsevier BV
DOI:
10.1016/j.mtcomm.2020.101031
Author(s):
Mandaná Moshiri, Amal Charles, Ahmed Elkaseer, Steffen Scholz, Sankhya Mohanty, Guido Tosello
Published in:
Procedia CIRP, Issue 93, 2020, Page(s) 32-37, ISSN 2212-8271
Publisher:
Elsevier B.V
DOI:
10.1016/j.procir.2020.04.151
Author(s):
Mandaná Moshiri, Dario Loaldi, Filippo Zanini, Damiano Sgaravato, Simone Carmignato, Guido Tosello
Published in:
Journal of Manufacturing Processes, Issue 61, 2021, Page(s) 369-382, ISSN 1526-6125
Publisher:
Elsevier BV
DOI:
10.1016/j.jmapro.2020.11.035
Author(s):
Jitka Metelkova, Daniel Ordnung, Yannis Kinds, Brecht Van Hooreweder
Published in:
Journal of Materials Processing Technology, 2021, ISSN 0924-0136
Publisher:
Elsevier BV
DOI:
10.1016/j.jmatprotec.2020.116981
Author(s):
Jitka Metelkova, Lars Vanmunster, Han Haitjema, Brecht Van Hooreweder.
Published in:
Additive Manufacturing, Issue 42, 2021, ISSN 2214-8604
Publisher:
Elsevier BV
DOI:
10.1016/j.addma.2021.101970
Author(s):
Jitka Metelkova, Yannis Kinds, Karolien Kempen, Charlotte de Formanoir, Ann Witvrouw, Brecht Van Hooreweder
Published in:
Additive Manufacturing, Issue 23, 2018, Page(s) 161-169, ISSN 2214-8604
Publisher:
Elsevier BV
DOI:
10.1016/j.addma.2018.08.006
Author(s):
Juliana dos Santos Solheid, Hans Jürgen Seifert, Wilhelm Pfleging
Published in:
Procedia CIRP, Issue 74, 2018, Page(s) 280-284, ISSN 2212-8271
Publisher:
Elsevier
DOI:
10.1016/j.procir.2018.08.111
Author(s):
David De Baere, Mohamad Bayat, Sankhya Mohanty, Jesper Hattel
Published in:
Procedia CIRP, Issue 74, 2018, Page(s) 87-91, ISSN 2212-8271
Publisher:
Elsevier Ltd
DOI:
10.1016/j.procir.2018.08.035
Author(s):
Mandaná Moshiri
Stefano Candeo
Simone Carmignato
Snakhya Mohanty
Guido Tosello
Published in:
Journal of Manufacturing and Materials Processing, Issue 3/4, 2019, Page(s) 85, ISSN 2504-4494
Publisher:
MDPI
DOI:
10.3390/jmmp3040085
Author(s):
Amal Charles Prashanth, Ahmed Elkaseer, Lore Thijs, Veit Hagenmeyer, Steffen Scholz
Published in:
Applied Sciences, Issue Volume 9, Issue 6, 2019, ISSN 2076-3417
Publisher:
MDPI
Author(s):
Anton du Plessis, Stephan G. le Roux, Jess Waller, Philip Sperling, Nils Achilles, Andre Beerlink, Jean-François Métayer, Mirko Sinico, Gabriel Probst, Wim Dewulf, Florian Bittner, Hans-Josef Endres, Marian Willner, Ágota Drégelyi-Kiss, Tomas Zikmund, Jakub Laznovsky, Jozef Kaiser, Pascal Pinter, Stefan Dietrich, Elena Lopez, Oliver Fitzek, Porebski Konrad
Published in:
Additive Manufacturing, Issue 30, 2019, Page(s) 100837, ISSN 2214-8604
Publisher:
Elsevier BV
DOI:
10.1016/j.addma.2019.100837
Author(s):
Mohamad Bayat, Sankhya Mohanty, Jesper Henri Hattel
Published in:
International Journal of Heat and Mass Transfer, Issue 139, 2019, Page(s) 95-114, ISSN 0017-9310
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.ijheatmasstransfer.2019.05.003
Author(s):
Mohamad Bayat, Sankhya Mohanty, Jesper Henri Hattel
Published in:
International Journal of Heat and Mass Transfer, Issue 139, 2019, Page(s) 213-230, ISSN 0017-9310
Publisher:
Pergamon Press Ltd.
DOI:
10.1016/j.ijheatmasstransfer.2019.05.017
Author(s):
Mohamad Bayat, Aditi Thanki, Sankhya Mohanty, Ann Witvrouw, Shoufeng Yang, Jesper Thorborg, Niels Skat Tiedje, Jesper Henri Hattel
Published in:
Additive Manufacturing, Issue 30, 2019, Page(s) 100835, ISSN 2214-8604
Publisher:
Elsevier BV
DOI:
10.1016/j.addma.2019.100835
Author(s):
Solheid, Juliana; Mohanty, Sankhya; Bayat, Mohamad; Wunsch, Torsten; Weidler, Peter G.; Seifert, Hans J.; Pfleging, Wilhelm
Published in:
Journal of Laser Applications, Issue 1, 2020, ISSN 1042-346X
Publisher:
Laser Institute of America
DOI:
10.5445/IR/1000104497
Author(s):
Juliana S. Solheid, Torsten Wunsch, Vanessa Trouillet, Simone Weigel, Tim Scharnweber, Hans Jürgen Seifert, Wilhelm Pfleging
Published in:
Materials, Issue 13/21, 2020, Page(s) 4872, ISSN 1996-1944
Publisher:
MDPI Open Access Publishing
DOI:
10.3390/ma13214872
Author(s):
Lokesh Chandrabalan, Markus Baier, Roberto Meloni, Luca Ammannato, Eugenio Del Puglia, Simone Carmignato
Published in:
Procedia CIRP, Issue 94, 2020, Page(s) 414-418, ISSN 2212-8271
Publisher:
ELSEVIER
DOI:
10.1016/j.procir.2020.09.156
Author(s):
Jitka Metelkova, Lars Vanmunster, Han Haitjema, Daniel Ordnung, Jean-Pierre Kruth, Brecht Van Hooreweder
Published in:
Journal of Materials Processing Technology, Issue 298, 2021, ISSN 0924-0136
Publisher:
Elsevier BV
DOI:
10.1016/j.jmatprotec.2021.117263
Author(s):
Jitka Metelkova, Daniel Ordnung, Yannis Kinds, Ann Witvrouw, Brecht Van Hooreweder
Published in:
Procedia CIRP, Issue 94, 2020, Page(s) 266-269, ISSN 2212-8271
Publisher:
Elsevier
DOI:
10.1016/j.procir.2020.09.050
Author(s):
D De Baere, M Bayat, S Mohanty, J H Hattel
Published in:
IOP Conference Series: Materials Science and Engineering, Issue 861, 2020, Page(s) 012013, ISSN 1757-899X
Publisher:
IOP Publishing
DOI:
10.1088/1757-899x/861/1/012013
Author(s):
M Bayat, V K Nadimpalli, S Mohanty, J H Hattel
Published in:
IOP Conference Series: Materials Science and Engineering, Issue 861, 2020, Page(s) 012006, ISSN 1757-899X
Publisher:
IOP Publishing
DOI:
10.1088/1757-899x/861/1/012006
Author(s):
Aditi Thanki, Ann Witvrouw and Han Haitjema
Published in:
Euspen 20th International Conference and Exhibition, 2020
Publisher:
Euspen
Author(s):
Amal Charles, Ahmed Elkaseer, Lore Thijs, V. Hagenmeyer, Steffen Scholz
Published in:
Conference: World Congress on Micro and Nano Manufacturing 2019 (WCMNM), 2019
Publisher:
WCMNM 2019 Organisers
Author(s):
R. Ranjan, Y. Yang, C. Ayas, M. Langelaar, F. Van Keulen
Published in:
Conference: Dimensional Accuracy and Surface Finish in Additive Manufacturing, October 2017, 2017
Publisher:
Euspen
Author(s):
Mirko Sinico, Evelina Ametova, Ann Witvrouw, Wim Dewulf
Published in:
2018 ASPE and euspen Summer Topical Meeting - Advancing Precision in Additive Manufacturing, Issue Volume 69, 2018, ISBN 978-1-887706-76-6
Publisher:
ASPE - American Society of Precision Engineering
Author(s):
Mandaná Moshiri
Guido Tosello
Sankhya Mohanty
Published in:
EUSPEN´s 18th International Conference & Exhibition, 2018, ISBN 978-0-9957751-2-1
Publisher:
EUSPEN
Author(s):
R. Ranjan, C. Ayas, M. Langelaar, F. Van Keulen
Published in:
2018 ASPE and euspen Summer Topical Meeting: Advancing Precision in Additive Manufacturing, Issue Volume 69, 2018, Page(s) 29-34, ISBN 978-1-887706-76-6
Publisher:
American Society for Precision Engineering (ASPE)
Author(s):
Ann Witvrouw, Jitka Metelkova, Rajit Ranjan, Mohamad Bayat, David De Baere, Mandaná Moshiri, Guido Tosello, Juliana Solheid, Amal Charles, Steffen Scholz, Markus Baier, Simone Carmignato, Petros Stavroulakis, Amrozia Shaheen, Lore Thijs
Published in:
2018 ASPE and euspen Summer Topical Meeting 'Advancing Precision in Additive Manufacturing', Issue Volume 69, 2018, Page(s) 18-23, ISBN 978-1-887706-76-6
Publisher:
American Society for Precision Engineering
Author(s):
Markus Baier
Filippo Zanini
Enrico Savio
Simone Carmignato
Published in:
Conference Proceedings 18th International Conference & Exhibition, Issue 18, 2018, Page(s) 445-446, ISBN 978-0-9957751-2-1
Publisher:
EUSPEN
Author(s):
Markus Baier
Published in:
8th Conference on Industrial Computed Tomography, Issue 8, 2018, Page(s) 208-209
Publisher:
ndt.net
Author(s):
Juliana dos Solheid
Hans Jürgen Seifert
Wilhelm Pfleging
Published in:
EUSPEN's 18th International Conference & Exhibition, 2018
Publisher:
EUSPEN
Author(s):
Mandaná Moshiri
Guido Tosello
Sankhya Mohanty
Published in:
Euro PM2018 Congress Proceedings, 2018
Publisher:
European Powder Metallurgy Association
Author(s):
Aditi Thanki
Louca Goosens
Raya Mertens
Gabriel Probst
Wim Dewulf
Ann Witvrouw
Shoufeng Yang
Published in:
2019
Publisher:
ndt.net
Author(s):
Amal Charles Prashanth, Ahmed Elkaseer, Tobias Müller, Lore Thijs, Maika Torge, Veit Hagenmeyer, Steffen Scholz
Published in:
World Congress on Micro and Nano Manufacturing 2018, Issue 2, 2018, Page(s) 327-330
Publisher:
Research Publishing Singapore
Author(s):
Amal Charles Prashanth, Ahmed Elkaseer, Tobias Mueller, Lore Thijs, Veit Hagenmeyer, Steffen Scholz
Published in:
2018 ASPE and euspen Summer Topical Meeting: Advancing Precision in Additive Manufacturing, Issue Volume 69, 2018, Page(s) 83-88
Publisher:
American Society for Precision Engineering (ASPE)
Author(s):
David De Baere, Emilie Hørdum Valente, Sankhya Mohanty, Jesper Henri Hattel
Published in:
euspen's 18th International Conference & Exhibition, 2018
Publisher:
euspen's 18th International Conference & Exhibition
Author(s):
Mohamad Bayat, Sankhya Mohanty, Jesper H Hattel
Published in:
EUSPEN 18th International Conference & Exhibition, 2018
Publisher:
EUSPEN
Author(s):
M Bayat, D De Baere, Sankhya Mohanty, J H Hattel
Published in:
Proceeding of 12th International Seminar on Numerical Analysis of Weldability , 2018
Publisher:
Institute for Materials
Author(s):
Mohamad Bayat; Sankhya Mohanty; Jesper H. Hattel
Published in:
2018
Publisher:
COMSOL conference
Author(s):
Subbareddy Darukumalli
Teguh Santoso
Wahyudin P. Syam
Franz Helmli
Richard Leach
Published in:
19th International Conference Proceedings: Bilbao 2019, 2019
Publisher:
EUSPEN
Author(s):
Mirko Sinico, Rajit Ranjan, Mandaná Moshiri, Can Ayas, Matthijs Langelaar, Ann Witvrouw, Fred van Keulen, Wim Dewulf
Published in:
Proceedings of the 30th Annual International Solid Freeform Fabrication Symposium, Issue 2019, 2019, Page(s) 1921-1951
Publisher:
Solid Freeform Fabrication Symposium
Author(s):
Jitka Metelkova, Charlotte de Formanoir, Han Haitjema, Ann Witvrouw, Wilhelm Pfleging, Brecht Van Hooreweder
Published in:
Conference Proceedings : Advancing Precision in Additive Manufacturing 2019, Issue 2019, 2019
Publisher:
EUSPEN
Author(s):
Mirko Sinico, Ann Witvrouw, Wim Dewulf
Published in:
Conference Proceedings : Advancing Precision in Additive Manufacturing 2019, Issue 2019, 2019
Publisher:
EUSPEN
Author(s):
Amal Charles, Ahmed Elkaseer, Mahmoud Salem, Lore Thijs, Steffen Scholz
Published in:
Conference Proceedings : Advancing Precision in Additive Manufacturing 2019, Issue 2019, 2019
Publisher:
EUSPEN
Author(s):
Umberto Paggi, Mirko Sinico, Lore Thijs, Wim Dewulf, Brecht Van Hooreweder
Published in:
Conference Proceedings : Advancing Precision in Additive Manufacturing 2019, Issue 2019, 2019
Publisher:
EUSPEN
Author(s):
Umberto Paggi, Rajit Ranjan, Lore Thijs, Can Ayas, Matthijs Langelaar, Fred Van Keulen, Brecht Van Hooreweder
Published in:
Proceedings of the 30th Annual International Solid Freeform Fabrication Symposium 2019, Issue 2019, 2019, Page(s) 1626-1640
Publisher:
Solid Freeform Fabrication Symposium
Author(s):
Markus Baier, Mirko Sinico, Umberto Paggi, Ann Witvrouw, Lore Thijs, Wim Dewulf,
Simone Carmignato
Published in:
Conference Proceedings : Advancing Precision in Additive Manufacturing 2019, Issue 2019, 2019, ISBN 978-0-9957751-5-2
Publisher:
EUSPEN
Author(s):
dos Santos Solheid, Juliana; Elkaseer, Ahmed; Wunsch, Torsten; Charles, Amal; Seifert, Hans Jürgen; Pfleging, Wilhelm; Klotzbach, Udo [Hrsg.]; Kling, Rainer [Hrsg.]; Watanabe, Akira [Hrsg.]
Published in:
Laser-based Micro- and Nanoprocessing XIV, Issue 11268, 2020, ISBN 978-1-5106-3300-1
Publisher:
SPIE LASE
DOI:
10.5445/ir/1000117583
Author(s):
Shaheen A., Piano S., Sims-Waterhouse D., Bointon P., Leach R. K
Published in:
Conference Proceedings : Advancing Precision in Additive Manufacturing 2019, Issue 2019, 2019
Publisher:
EUSPEN
Author(s):
Lokesh Chandrabalan, Emanuele Matoni, Martina Malarco, Eugenio Del Puglia, Luca Ammannato, Simone Carmignato
Published in:
Conference Proceedings: Advancing Precision in Additive Manufacturing 2019, Issue 2019, 2019
Publisher:
EUSPEN
Author(s):
J Thorborg, P Esser, M Bayat
Published in:
IOP Conference Series: Materials Science and Engineering, Issue 861, 2020, Page(s) 012008, ISSN 1757-899X
Publisher:
IOP Publishing
DOI:
10.1088/1757-899x/861/1/012008
Author(s):
Subbareddy Darukumalli, Teguh Santoso, Wahyudin P. Syam, Franz Helmli and Richard Leach
Published in:
Euspen’s 20th International Conference & Exhibition, 2020
Publisher:
Euspen
Author(s):
Jitka Metelkova, Brecht Van Hooreweder, Ann Witvrouw.
Published in:
2021
Publisher:
KU Leuven - Faculty of Engineering Science
Author(s):
Petros Stavroulakis, Danny Sims-Waterhouse, Amrozia Shaheen, Sofia Catalucci, Patrick Bointon, Elodie Doyen, Yael Bis Kong, Yorgos Tzimiropoulos, Richard Leach
Published in:
Intelligent Systems and Applications - Proceedings of the 2018 Intelligent Systems Conference (IntelliSys) Volume 2, Issue 869, 2019, Page(s) 1273-1281, ISBN 978-3-030-01056-0
Publisher:
Springer International Publishing
DOI:
10.1007/978-3-030-01057-7_96
Intellectual Property Rights
Application/Publication number:
19
183193
Date:
2019-06-28
Applicant(s):
LAYERWISE
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