F
Frederic E. Bock
Researcher at Mechanics' Institute
Publications - 8
Citations - 293
Frederic E. Bock is an academic researcher from Mechanics' Institute. The author has contributed to research in topics: Support vector machine & Residual stress. The author has an hindex of 4, co-authored 8 publications receiving 144 citations. Previous affiliations of Frederic E. Bock include Airbus & Hamburg University of Technology.
Papers
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Journal ArticleDOI
A Review of the Application of Machine Learning and Data Mining Approaches in Continuum Materials Mechanics
Frederic E. Bock,Roland C. Aydin,Christian J. Cyron,Christian J. Cyron,Norbert Huber,Norbert Huber,Surya R. Kalidindi,Benjamin Klusemann,Benjamin Klusemann +8 more
TL;DR: It is shown that experiment- and simulation-based data mining in combination with machine leaning tools provide exceptional opportunities to enable highly reliant identification of fundamental interrelations within materials for characterization and optimization in a scale-bridging manner.
Journal ArticleDOI
Thinner and better: (Ultra-)low grammage bacterial cellulose nanopaper-reinforced polylactide composite laminates
TL;DR: In this article, the dewatering time of bacterial cellulose (BC)-in-water suspension can be reduced by reducing the grammage of BC nanopaper to be produced.
Journal ArticleDOI
Experimental and numerical thermo-mechanical analysis of wire-based laser metal deposition of Al-Mg alloys
Frederic E. Bock,Jan Herrnring,Martin Froend,Josephin Enz,Nikolai Kashaev,Benjamin Klusemann,Benjamin Klusemann +6 more
TL;DR: In this article, a finite element model is employed to perform a sequentially coupled thermo-mechanical analysis for enabling rapid process simulations of temperature fields, residual stresses and distortions for the production of additively manufactured parts via laser metal deposition.
Proceedings ArticleDOI
Thermal analysis of laser additive manufacturing of aluminium alloys: Experiment and simulation
Frederic E. Bock,Martin Froend,Jan Herrnring,Josephin Enz,Nikolai Kashaev,Benjamin Klusemann +5 more
TL;DR: In this article, a finite element model was used to validate the heat distribution in the LAM process and to investigate the temperature field evolution over time, where an inactive/active element approach was chosen, where initially deactivated elements are activated corresponding to the deposition of material.
Journal ArticleDOI
Experimental Investigation of Temperature Distribution during Wire-Based Laser Metal Deposition of the Al-Mg Alloy 5087
Martin Froend,Frederic E. Bock,Stefan Riekehr,Nikolai Kashaev,Benjamin Klusemann,Josephin Enz +5 more
TL;DR: In this paper, the temperature evolution during laser metal deposition of AA5087 using constant process parameters is investigated and a scheme for process parameter adaptions in order to reduce residual stress induced componential distortions is suggested.