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Light metals for more climate protection
- /en/blog/light-metals-for-more-climate-protection
built up into a complex 3D component using material-specific process control, a multi-axis robotic system and state-of-the-art torch technologies," explains Martin Schnall, process engineer in the Additive [...] Days, for example, experts from the LKR will be presenting a new aluminum alloy - an Al-Zn-Mg-Cu system - which can even be used to manufacture structural components of an aircraft fuselage with the aid
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Learning together from the COVID crisis
- /en/blog/learning-together-from-the-covid-crisis
light many weaknesses in our economic and social system. For example, we have had to recognize that our social life is being affected and health systems are being overstretched, that supply chains have [...] four topics that have emerged in the crisis as particularly relevant for our economic and social system and that are closely interlinked: In addition to the area of "Distancing," these are the topics of [...] gained in the course of the Corona crisis about the high relevance of an intact and agile healthcare system. Meanwhile, the sector is facing a digital transformation, and this is forcing stakeholders to rethink
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Paths to the Great Transformation
- /en/blog/paths-to-the-great-transformation
and should be shaped. The climate system is linked to the economic system, which in turn is inextricably interwoven with society - and society is the most complex system of all, as Stefan Thurner, head of [...] behavior and habits in such a way that the socioeconomic network changes in such a way that the climate system is relieved. The main problem with this, he said, is timing: "Climate change will produce social
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Putting people at the center
- /en/blog/putting-people-at-the-center
European Green Deal and the EU digitization strategy. As Andreas Kugi, professor of complex dynamic systems at the Technical University and co-director of the Center for Vision, Automation & Control at the [...] and machine - and combine them in a meaningful way," says Kugi. To establish such collaborative systems, it is necessary to design the interfaces between humans and machines in such a way that they are [...] about profound social change and a comprehensive process of transformation in social and economic systems. The main part of the book explores the question of how the human factor is integrated in the various
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An electric vehicle of a very different kind: EMPA-Trac
- /en/blog/an-electric-vehicle-of-a-very-different-kind-empa-trac
energy and transport systems Electromobility, however, is much more than just building electric cars: In order for them to be used optimally, many parts of the transport and energy system must also be adapted [...] Transport at the AIT Austrian Institute of Technology. That means taking a close look at the overall system. Electrification opens up completely new possibilities - from the design of the structure and the [...] practical tests will subsequently take place. It will probably take another one to two years before the system is ready for series production. This will also require legal changes, because the type of modularity
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How older people benefit from self-driving cars
- /en/blog/how-older-people-benefit-from-self-driving-cars
could come up short in highly automated traffic systems. This must be prevented by thoughtful design of the systems. Getty Images Automated transport systems can improve mobility, autonomy and quality of [...] of the systems From the requirements and acceptance analyses, the AIT researchers deduce that the special needs of older people must be taken into account when designing transportation systems and, in [...] groceries home to wheelchairs with emergency assistants and walkers with intelligent navigation systems. But how do those affected see it? Do older people view these innovations as positively as many experts
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Award for AIT Startup Initiative
- /en/blog/award-for-ait-startup-initiative
to its modular design, the system can be adapted precisely to the requirements of individual chronic diseases such as diabetes, heart failure or high blood pressure. The system also finds application in [...] modular digital health solution to support therapy for chronically ill people. In this telehealth system, the patient transmits his or her vital data via app to the attending physician or therapist, who
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Art and science
- /en/blog/art-and-science
AIT, used spirography to address the constant changes in society and technology. Complex dynamic systems After the finale of the project " capture " with a (virtual) talk between Judith Fegerl, AIT managing [...] The Viennese artist duo Process Studio will cooperate with the Competence Unit Complex Dynamical Systems of the AIT Center for Vision, Automation & Control. ABOUT ARTTEC at AIT Since 2016, the ARTTEC art
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AIT develops method for lithium measurement
- /en/blog/ait-develops-method-for-lithium-measurement
devices, for all types of electric vehicles and, increasingly, for use in stationary energy storage systems due to their comparatively high energy density and service life. It was only logical that the 2019
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Well cared for: new telehealth system for people in quara
- /en/blog/well-cared-for-new-telehealth-system-for-people-in-quara
receive ongoing care from healthcare professionals through a new telehealth system. This provides relief for the healthcare system while ensuring a high level of safety for the affected individuals. Domestic [...] measures to contain the spread of the Corona virus. This significantly reduces the burden on the health system - both in terms of hospital capacity and that of health authorities, such as the 1450 hotline. However [...] potentially severe consequences must not be overlooked. This is made possible by a new telehealth system that is now being used in Tyrol as part of a research project. It enables close monitoring of symptoms
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Training for the defense against cyber attacks
- /en/blog/training-for-the-defense-against-cyber-attacks
doesn't matter whether we're talking about companies, IT systems, production facilities, traffic systems or power plants: All systems are becoming increasingly complex as a result of ongoing digitization [...] Institute of Technology. Therefore, a so-called "cyberrange" was developed, in which a real system (e.g. an IT system in a factory or in a nuclear power plant) is simulated and in which processes and actions [...] 18.01.2021 Modern simulation systems enable realistic testing of measures against cyberattacks. Often, it is not until you play through a situation that you realize which skills are still missing. It doesn't
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Forum Alpbach TEC
- /en/blog/forum-alpbach-tec
has become a top issue of our days. A comprehensive transformation of our energy system is necessary - towards a system that simultaneously ensures security of supply and climate protection. A panel of [...] Financing of Europe's Future; and The Future of Democracy and the Rule of Law in Europe. How our energy system is becoming more resilient, sustainable and secure The energy crisis is coming to a head more and [...] (voestalpine) and Sabine Herlitschka (Infineon) - will look for ways to completely rethink our energy system. The panel will discuss fundamental requirements for the future energy supply and ways to make our
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Publications
- /en/research-topics/data-science-artificial-intelligence/publications
Fast: Continuous Learning over Streaming Data. In Proc. Conference on Neural Information Processing Systems (NeurIPS), Workshop on Continual Learning , 2018. Data Science for Public Security A. Lindley, L
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Network Analysis
- /en/research-topics/data-science-artificial-intelligence/solutions-services/network-analysis
detection and diagnosis of the ever-growing number of anomalies occurring in all sort of complex systems, including data networks but not limited to that. By enabling the analysis of highly-dimensional
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Multi-Modal Artificial Intelligence
- /en/research-topics/data-science-artificial-intelligence/applied-artificial-intelligence/multi-modal-artificial-intelligence
and combining information from multiple modalities to develop higher-level cognitive AI systems. These systems learn from the correlation of e.g. audio and visual events and provide advanced models, e
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Explainable Artificial Intelligence
- /en/research-topics/data-science-artificial-intelligence/applied-artificial-intelligence/explainable-artificial-intelligence
its learning structure and the input data. Here at AIT, we incorporate explainability in our AI systems to improve the performance and detect biases in the data (e.g., XAI helps to detect gender biases
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Applied Artificial Intelligence
- /en/research-topics/data-science-artificial-intelligence/applied-artificial-intelligence
with AI systems. By applying the latest meta-learning and few-shot strategies, we try to avoid the expensive process of data annotation altogether. Applied AI at Scale The management of AI systems implies [...] and Artificial Intelligence is further applied to monitor context drifts in continuous learning systems and to manage data security in federated learning environments. We also apply data analytics and
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Big Data
- /en/research-topics/data-science-artificial-intelligence/data-science/big-data
Machine Learning (ML) applications are driven by data, and big data is a boon for AI/ML systems. The more data an AI/ML system gets, the more it improves its performance, and the better solution it provides to
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MAST3RBoost
- /en/research-topics/wire-based-additive-manufacturing/projects/mast3rboost
minimise the overall environmental impact and improve the economic performance of the hydrogen storage system already in the design phase. The LKR Leichtmetallkompetenzzentrum Ranshofen of the AIT contributes
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Industrial Data Science
- /en/research-topics/data-science-artificial-intelligence/data-science/industrial-data-science
deployment. Our team has a solid and proven record in several IDS use cases, from large-scale complex-systems monitoring (e.g., communication networks, blockchains) to customer experience analysis to remaining
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