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The nonlinear behavior of concrete can be attributed to the propagation of microcracks within the heterogeneous internal material structure. In this thesis, a mesoscale model is developed which allows for the explicit simulation of these microcracks. Consequently, the actual physical phenomena causing the complex nonlinear macroscopic behavior of concrete can be represented using rather simple material formulations. On the mesoscale, the numerical model explicitly resolves the components of the internal material structure. For concrete, a three-phase model consisting of aggregates, mortar matrix and interfacial transition zone is proposed. Based on prescribed grading curves, an efficient algorithm for the generation of three-dimensional aggregate distributions using ellipsoids is presented. In the numerical model, tensile failure of the mortar matrix is described using a continuum damage approach. In order to reduce spurious mesh sensitivities, introduced by the softening behavior of the matrix material, nonlocal integral-type material formulations are applied. The propagation of cracks at the interface between aggregates and mortar matrix is represented in a discrete way using a cohesive crack approach. The iterative solution procedure is stabilized using a new path following constraint within the framework of load-displacement-constraint methods which allows for an efficient representation of snap-back phenomena. In several examples, the influence of the randomly generated heterogeneous material structure on the stochastic scatter of the results is analyzed. Furthermore, the ability of mesoscale models to represent size effects is investigated. Mesoscale simulations require the discretization of the internal material structure. Compared to simulations on the macroscale, the numerical effort and the memory demand increases dramatically. Due to the complexity of the numerical model, mesoscale simulations are, in general, limited to small specimens. In this thesis, an adaptive heterogeneous multiscale approach is presented which allows for the incorporation of mesoscale models within nonlinear simulations of concrete structures. In heterogeneous multiscale models, only critical regions, i.e. regions in which damage develops, are resolved on the mesoscale, whereas undamaged or sparsely damage regions are modeled on the macroscale. A crucial point in simulations with heterogeneous multiscale models is the coupling of sub-domains discretized on different length scales. The sub-domains differ not only in the size of the finite elements but also in the constitutive description. In this thesis, different methods for the coupling of non-matching discretizations - constraint equations, the mortar method and the arlequin method - are investigated and the application to heterogeneous multiscale models is presented. Another important point is the detection of critical regions. An adaptive solution procedure allowing the transfer of macroscale sub-domains to the mesoscale is proposed. In this context, several indicators which trigger the model adaptation are introduced. Finally, the application of the proposed adaptive heterogeneous multiscale approach in nonlinear simulations of concrete structures is presented.
The advent of high-performance mobile phones has opened up the opportunity to develop new context-aware applications for everyday life. In particular, applications for context-aware information retrieval in conjunction with image-based object recognition have become a focal area of recent research. In this thesis we introduce an adaptive mobile museum guidance system that allows visitors in a museum to identify exhibits by taking a picture with their mobile phone. Besides approaches to object recognition, we present different adaptation techniques that improve classification performance. After providing a comprehensive background of context-aware mobile information systems in general, we present an on-device object recognition algorithm and show how its classification performance can be improved by capturing multiple images of a single exhibit. To accomplish this, we combine the classification results of the individual pictures and consider the perspective relations among the retrieved database images. In order to identify multiple exhibits in pictures we present an approach that uses the spatial relationships among the objects in images. They make it possible to infer and validate the locations of undetected objects relative to the detected ones and additionally improve classification performance. To cope with environmental influences, we introduce an adaptation technique that establishes ad-hoc wireless networks among the visitors’ mobile devices to exchange classification data. This ensures constant classification rates under varying illumination levels and changing object placement. Finally, in addition to localization using RF-technology, we present an adaptation technique that uses user-generated spatio-temporal pathway data for person movement prediction. Based on the history of previously visited exhibits, the algorithm determines possible future locations and incorporates these predictions into the object classification process. This increases classification performance and offers benefits comparable to traditional localization approaches but without the need for additional hardware. Through multiple field studies and laboratory experiments we demonstrate the benefits of each approach and show how they influence the overall classification rate.
One major research focus in the Material Science and Engineering Community in the past decade has been to obtain a more fundamental understanding on the phenomenon 'material failure'. Such an understanding is critical for engineers and scientists developing new materials with higher strength and toughness, developing robust designs against failure, or for those concerned with an accurate estimate of a component's design life. Defects like cracks and dislocations evolve at
nano scales and influence the macroscopic properties such as strength, toughness and ductility of a material. In engineering applications, the global response of the system is often governed by the behaviour at the smaller length scales. Hence, the sub-scale behaviour must be computed accurately for good predictions of the full scale behaviour.
Molecular Dynamics (MD) simulations promise to reveal the fundamental mechanics of material failure by modeling the atom to atom interactions. Since the atomistic dimensions are of the order of Angstroms ( A), approximately 85 billion atoms are required to model a 1 micro- m^3 volume of Copper. Therefore, pure atomistic models are prohibitively expensive with everyday engineering computations involving macroscopic cracks and shear bands, which are much larger than the atomistic length and time scales. To reduce the computational effort, multiscale methods are required, which are able to couple a continuum description of the structure with an atomistic description. In such paradigms, cracks and dislocations are explicitly modeled at the atomistic scale, whilst a self-consistent continuum model elsewhere.
Many multiscale methods for fracture are developed for "fictitious" materials based on "simple" potentials such as the Lennard-Jones potential. Moreover, multiscale methods for evolving cracks are rare. Efficient methods to coarse grain the fine scale defects are missing. However, the existing multiscale methods for fracture do not adaptively adjust the fine scale domain as the crack propagates. Most methods, therefore only "enlarge" the fine scale domain and therefore drastically increase computational cost. Adaptive adjustment requires the fine scale domain to be refined and coarsened. One of the major difficulties in multiscale methods for fracture is to up-scale fracture related material information from the fine scale to the coarse scale, in particular for complex crack problems. Most of the existing approaches therefore were applied to examples with comparatively few macroscopic cracks.
Key contributions
The bridging scale method is enhanced using the phantom node method so that cracks can be modeled at the coarse scale. To ensure self-consistency in the bulk, a virtual atom cluster is devised providing the response of the intact material at the coarse scale. A molecular statics model is employed in the fine scale where crack propagation is modeled by naturally breaking the bonds. The fine scale and coarse scale models are coupled by enforcing the displacement boundary conditions on the ghost atoms. An energy criterion is used to detect the crack tip location. Adaptive refinement and coarsening schemes are developed and implemented during the crack propagation. The results were observed to be in excellent agreement with the pure atomistic simulations. The developed multiscale method is one of the first adaptive multiscale method for fracture.
A robust and simple three dimensional coarse graining technique to convert a given atomistic region into an equivalent coarse region, in the context of multiscale fracture has been developed. The developed method is the first of its kind. The developed coarse graining technique can be applied to identify and upscale the defects like: cracks, dislocations and shear bands. The current method has been applied to estimate the equivalent coarse scale models of several complex fracture patterns arrived from the pure atomistic simulations. The upscaled fracture pattern agree well with the actual fracture pattern. The error in the potential energy of the pure atomistic and the coarse grained model was observed to be acceptable.
A first novel meshless adaptive multiscale method for fracture has been developed. The phantom node method is replaced by a meshless differential reproducing kernel particle method. The differential reproducing kernel particle method is comparatively more expensive but allows for a more "natural" coupling between the two scales due to the meshless interpolation functions. The higher order continuity is also beneficial. The centro symmetry parameter is used to detect the crack tip location. The developed multiscale method is employed to study the complex crack propagation. Results based on the meshless adaptive multiscale method were observed to be in excellent agreement with the pure atomistic simulations.
The developed multiscale methods are applied to study the fracture in practical materials like Graphene and Graphene on Silicon surface. The bond stretching and the bond reorientation were observed to be the net mechanisms of the crack growth in Graphene. The influence of time step on the crack propagation was studied using two different time steps. Pure atomistic simulations of fracture in Graphene on Silicon surface are presented. Details of the three dimensional multiscale method to study the fracture in Graphene on Silicon surface are discussed.
Die vorliegende Arbeit fokussiert die Optimierung freigeformter adaptiver Faserverbundflächentragwerke auf Basis einer entwickelten und auf einem parametrischen Gesamtmodell basierenden Entwurfsmethode. Die Übertragung adaptiver, natürlich inspirierter Vorgänge stellt eine weitreichende Inspirationsquelle dar. Adaptive Tragwerke können unter Anwendung von Smart Materials als materialsparende, filigrane Tragwerke ausgeführt werden. Die Erfüllung der Grenzzustände der Tragfähigkeit und der Gebrauchstauglichkeit wird nicht allein über die Querschnittsabmessungen sichergestellt. Die notwendige Bauteilsteifigkeit kann vielmehr durch Eintragung von Aktivierungsenergie (Operational Energy) realisiert werden. Auf diese Weise kann die aufgrund der Bauteilabmessungen gebundene Energie (Embodied Energy) minimiert werden. Die entwickelte Entwurfsmethode ermöglicht die Auslegung und Optimierung materialminimierter Schalentragwerke in einem mehrstufigen Prozess. Hierbei wird aus tragwerksplanerischer Sicht die numerische Formfindung, die statische Berechnung und die Aktor- und Sensorpositionierung berechnet. Zudem werden Analysen hinsichtlich der Nachhaltigkeit auf Basis einer Lebenszyklusanalyse durchgeführt. Aufgrund der unterschiedlichen, sich aber gegenseitig beeinflussenden Kriterien, ist eine Optimierung durchzuführen. In der vorliegenden Arbeit wird ein Ansatz zur Definition zulässiger Ökobilanzkennwerte von Smart Materials auf Basis der Energiedifferenz zwischen einer passiven und einer adaptiven Struktur vorgestellt. Anhand dieser Kennwerte kann die Entwicklung zukünftiger Smart Materials unter dem Aspekt der ganzheitlichen Nachhaltigkeit erfolgen. Die Allgemeingültigkeit und Übertragbarkeit der Entwurfsmethode auf weitere Tragsysteme im Bauwesen und speziell anderer Materialkonstellationen wird anhand verschiedener Beispiele aufgezeigt.
Search engines are very good at answering queries that look for facts. Still, information needs that concern forming opinions on a controversial topic or making a decision remain a challenge for search engines. Since they are optimized to retrieve satisfying answers, search engines might emphasize a specific stance on a controversial topic in their ranking, amplifying bias in society in an undesired way. Argument retrieval systems support users in forming opinions about controversial topics by retrieving arguments for a given query. In this thesis, we address challenges in argument retrieval systems that concern integrating them in search engines, developing generalizable argument mining approaches, and enabling frame-guided delivery of arguments.
Adapting argument retrieval systems to search engines should start by identifying and analyzing information needs that look for arguments. To identify questions that look for arguments we develop a two-step annotation scheme that first identifies whether the context of a question is controversial, and if so, assigns it one of several question types: factual, method, and argumentative. Using this annotation scheme, we create a question dataset from the logs of a major search engine and use it to analyze the characteristics of argumentative questions. The analysis shows that the proportion of argumentative questions on controversial topics is substantial and that they mainly ask for reasons and predictions. The dataset is further used to develop a classifier to uniquely map questions to the question types, reaching a convincing F1-score of 0.78.
While the web offers an invaluable source of argumentative content to respond to argumentative questions, it is characterized by multiple genres (e.g., news articles and social fora). Exploiting the web as a source of arguments relies on developing argument mining approaches that generalize over genre. To this end, we approach the problem of how to extract argument units in a genre-robust way. Our experiments on argument unit segmentation show that transfer across genres is rather hard to achieve using existing sequence-to-sequence models.
Another property of text which argument mining approaches should generalize over is topic. Since new topics appear daily on which argument mining approaches are not trained, argument mining approaches should be developed in a topic-generalizable way. Towards this goal, we analyze the coverage of 31 argument corpora across topics using three topic ontologies. The analysis shows that the topics covered by existing argument corpora are biased toward a small subset of easily accessible controversial topics, hinting at the inability of existing approaches to generalize across topics. In addition to corpus construction standards, fostering topic generalizability requires a careful formulation of argument mining tasks. Same side stance classification is a reformulation of stance classification that makes it less dependent on the topic. First experiments on this task show promising results in generalizing across topics.
To be effective at persuading their audience, users of an argument retrieval system should select arguments from the retrieved results based on what frame they emphasize of a controversial topic. An open challenge is to develop an approach to identify the frames of an argument. To this end, we define a frame as a subset of arguments that share an aspect. We operationalize this model via an approach that identifies and removes the topic of arguments before clustering them into frames. We evaluate the approach on a dataset that covers 12,326 frames and show that identifying the topic of an argument and removing it helps to identify its frames.
This thesis presents new interactive visualization techniques and systems intended to support users with real-world decisions such as selecting a product from a large variety of similar offerings, finding appropriate wording as a non-native speaker, and assessing an alleged case of plagiarism.
The Product Explorer is a significantly improved interactive Parallel Coordinates display for facilitating the product selection process in cases where many attributes and numerous alternatives have to be considered. A novel visual representation for categorical and ordered data with only few occurring values, the so-called extended areas, in combination with cubic curves for connecting the parallel axes, are crucial for providing an effective overview of the entire dataset and to facilitate the tracing of individual products. The visual query interface supports users in quickly narrowing down the product search to a small subset or even a single product. The scalability of the approach towards a large number of attributes and products is enhanced by the possibility of setting some constraints on final attributes and, therefore, reducing the number of considered attributes and data items. Furthermore, an attribute repository allows users to focus on the most important attributes at first and to bring in additional criteria for product selection later in the decision process. A user study confirmed that the Product Explorer is indeed an excellent tool for its intended purpose for casual users.
The Wordgraph is a layered graph visualization for the interactive exploration of search results for complex keywords-in-context queries. The system relies on the Netspeak web service and is designed to support non-native speakers in finding customary phrases. Uncertainties about the commonness of phrases are expressed with the help of wildcard-based queries. The visualization presents the alternatives for the wildcards in a multi-column layout: one column per wildcard with the other query fragments in between. The Wordgraph visualization displays the sorted results for all wildcards at once by appropriately arranging the words of each column. A user study confirmed that this is a significant advantage over simple textual result lists. Furthermore, visual interfaces to filter, navigate, and expand the graph allow interactive refinement and expansion of wildcard-containing queries.
Furthermore, this thesis presents an advanced visual analysis tool for assessing and presenting alleged cases of plagiarism and provides a three-level approach for exploring the so-called finding spots in their context. The overview shows the relationship of the entire suspicious document to the set of source documents. An intermediate glyph-based view reveals the structural and textual differences and similarities of a set of finding spots and their corresponding source text fragments. Eventually, the actual fragments of the finding spot can be shown in a side-by-side view with a novel structured wrapping of both the source, as well as the suspicious text. The three different levels of detail are tied together by versatile navigation and selection operations. Reviews with plagiarism experts confirm that this tool can effectively support their workflow and provides a significant improvement over existing static visualizations for assessing and presenting plagiarism cases.
The three main contributions of this research have a lot in common aside from being carefully designed and scientifically grounded solutions to real-world decision problems. The first two visualizations facilitate the decision for a single possibility out of many alternatives, whereas the latter ones deal with text at varying levels of detail. All visual representations are clearly structured based on horizontal and vertical layers contained in a single view and they all employ edges for depicting the most important relationships between attributes, words, or different levels of detail. A detailed analysis considering the context of the established decision-making literature reveals that important steps of common decision models are well-supported by the three visualization systems presented in this thesis.
In this work, practice-based research is conducted to rethink the understanding of aesthetics, especially in relation to current media art. Granted, we live in times when technologies merge with living organisms, but we also live in times that provide unlimited resources of knowledge and maker tools. I raise the question: In what way does the hybridization of living organisms and non-living technologies affect art audiences in the culture that may be defined as Maker culture? My hypothesis is that active participation of an audience in an artwork is inevitable for experiencing the artwork itself, while also suggesting that the impact of the umwelt changes the perception of an artwork. I emphasize artistic projects that unfold through mutual interaction among diverse peers, including humans, non-human organisms, and machines. In my thesis, I pursue collaborative scenarios that lead to the realization of artistic ideas: (1) the development of ideas by others influenced by me and (2) the materialization of my own ideas influenced by others. By developing the scenarios of collaborative work as an artistic experience, I conclude that the role of an artist in Maker culture is to mediate different types of knowledge and different positions, whereas the role of the audience is to actively engage in the artwork itself. At the same time, aesthetics as experience is triggered by the other, including living and non-living actors. It is intended that the developed methodologies could be further adapted in artistic practices, philosophy, anthropology, and environmental studies.
Einleitung:
Die Kunst und der Kunstbetrieb haben sich in den letzten Jahrzehnten stark verändert und werden sich aller Voraussicht nach in Zukunft noch weit rascher und durchgreifender ändern. In meiner Dissertation geht es um eine Analyse des Jetzt-Zustandes des Kunstbetriebs und um die Konsequenzen die daraus für die zu erwartende Entwicklung zu ziehen sind, insbesondere bezüglich der Ausbildung von Künstlern an Kunsthochschulen. Dort sollten meines Erachtens die beruflichen Aspekte des künstlerischen Feldes (in und außerhalb der Akademie) verstärkt erläutert und vermittelt werden.
Der Fokus der Arbeit liegt auf den folgenden 4 Aspekten: Der Künstler, die Arbeitswelt, die Ausbildung und das Netz und die Vernetzung und ihren Zusammenhängen.
Diese Feststellungen basieren auf meinen Recherchen zu den vier Hauptthemen im Rahmen meiner Arbeit in der Lehre und der eigenen künstlerischen Praxis der letzten Jahre und spiegeln diese wider und sollen gleichzeitig als Beispiel für ihre Anwendung dienen und bieten einen Überblick in deren Ausführung in der Praxis.
Hinweis
Die hier vorliegende Dateien (in 5 Teilen) sind die digitale Veröffentlichung meiner Dissertation im Rahmen der Promotion im Studiengang "Kunst und Design" an der Bauhaus-Universität Weimar.
Diese Publikation ist open source und wird in einem offenen und kollaborativen Prozess weiterentwickelt werden. Die jeweils aktuelle Version wird hier zu finden sein: http://phd.nts.is Dort befinden sich auch weitere Formate zum Download, ebenso wie der vollständige (markdown-formatierte) Quelltext.
(Aus urheber- und lizenzrechtlichen Gründen sind in dieser Version der Bildtafeln einige Bilder ausgelassen. Die gedruckte Ausgabe enthält alle Bildtafeln, diese liegt in der Bibliothek der Bauhaus-Universität aus.)
Teile:
- Thesenpapier
- PhD Dissertation
- Bildtafeln
- Der 5-Jahres-Plan
- KIOSK09-Katalog
Die Arbeit zeigt die wesentlichen Gründe auf, warum betahalbhydratreiche Niederbranntgipsbinder (industriell als Stuckgips bezeichnet) oft sehr unterschiedliche Eigenschaften aufweisen.
Der Anteil an Halbhydrat, welches aus dem stark hygroskopischen Anhydrit III (A III) durch die Reaktion mit Luftfeuchtigkeit entsteht, stellt einen erheblichen, bislang vollkommen unbeachteten Einfluss dar. Dieses Halbhydrat aus A III zeigt andere Oberflächeneigenschaften und ein Reaktionsverhalten, das von frisch gebranntem Betahalbhydrat abweicht.
Es zeigt sich, wie weitreichend der Einfluss physiko-chemischer Oberflächenprozesse wie Adsorption und Kondensation ist. Hierdurch wird nicht nur die Oberflächenenergie der Partikel abgebaut, sondern auch eine Verminderung der Hydratationswärme verursacht. Somit wirken sich physikalische Vorgänge thermodynamisch aus. Einwirkende und resultierende Parameter einer Alterung wirken wie folgt äußerst komplex zusammen:
Die dominierenden Bindemitteleigenschaften Abbindeverhalten und Wasseranspruch verändern sich durch eine Alterung sowohl aufgrund der Phasenumwandlungen als auch infolge der Veränderungen der Kristallite. Ebenso einflussreich ist die Veränderung der Oberflächencharakteristik. Die Auswirkung der Alterung auf die Reaktivität geht deutlich über den Abbau von Anhydrit III, die Dezimierung von abbindefähigem Material und die beschleunigende Wirkung von Alterungsdihydrat hinaus. Das Wachstum der Kristallite von Halbhydrat und die Verringerung der inneren Energie sowie die energetisch günstige spontane Beladung der Kristallgitterkanäle kleinster Anhydrit III-Kristallite mit dampfförmigem Wasser müssen als maßgebliche Ursachen für die Abnahme der Reaktivität infolge der Alterung herausgestellt werden. Die Abnahme der spezifischen Oberfläche und der Oberflächenenergie wirken sich außerdem auf den Lösungs- und den Hydratationsprozess aus. Der auf der Oberfläche von Anhydrit III kristallisierte Anhydrit II wirkt sich auch nach der Umwandlung von A III in Halbhydrat lösungshemmend aus. Infolge der alterungsbedingten Dihydratbildung, die bei anhaltender Feuchteeinwirkung einsetzt, wird diese Wirkung aufgehoben bzw. vermindert. Obgleich Dihydrat für seinen Beschleunigungseffekt bekannt ist, entfaltet Alterungsdihydrat infolge seiner besonderen Ausbildung innerhalb der wenige Moleküllagen umfassenden Kondenswasserschicht nur eine geringe keimbildende Wirkung.
Eine wesentliche Erkenntnis betrifft den Bindungscharakter des Überstöchiometrischen Wassers. Diesbezüglich ist eine rein physikalische Bindung nachweisbar. Das in der Arbeit als stärker adsorptiv gebunden bezeichnete Wasser kommt neben der Freien Feuchte ausschließlich bei Anwesenheit von Halbhydrat vor. Dieser Zusammenhang wird erstmalig hergestellt und mit Hilfe der kristallchemisch bedingten höheren Oberflächenenergie von Halbhydrat erklärt.
Die Dissertation über „Ambiguität im zeitgenössischen Film – Flugversuche“ folgt der Spur einer populären narrativen Tendenz im Kino – nämlich der Mehrdeutigkeit – und zeichnet ihr dramaturgisches Potential, wie ihre ethischen (bzw. mikropolitischen) Implikationen nach. Um typische Muster in der Wahrnehmung mehrdeutiger Filmerzählungen zu beschreiben, die bereits auf der vorbewussten Ebene der Affekte wirksam sind, greife ich auf Begriffe der Prozessphilosophie Alfred North Whitehead’s zurück und auf ihre neueren Reformulierungen bei Gilles Deleuze und Brian Massumi. Ausgehend von Alejandro González Iñárritu’s "Babel" (2006) begibt sich der Leser im ersten Teil auf einen virtuellen Rundflug durch ausgewählte Filmbeispiele mit einem kulturellen Ankerpunkt im heutigen Japan. Im zweiten Teil beschreibe und reflektiere ich mein methodisches Vorgehen in den ersten Phasen der Stoffentwicklung zu einem suggestiven Spielfilmprojekt, und kontextualisiere es mit Interviews zeitgenössischer Autorenfilmer, die ähnliche Erzählweisen entwickeln.