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Biological Barriers

/en/research-topics/molecular-diagnostics/biological-barriers-1

functional barrier properties (paracellular, transport or metabolic barrier) Long-term studies in dynamic hollow-fiber models for e.g. chronic studies with physiological concentrations of stimuli or active

Relevance:

37%

Innovation Strategies

/en/solutions/innovation-strategies

People develp new products, ideas and Innovation Systems & Digitalisation read more Innovation Dynamics & Modelling read more × Kontakt Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail

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49%

Sustainable & flexible Manufacturing Systems

/en/solutions/sustainable-flexible-manufacturing-systems

Group Complex Dynamical Systems × Kontakt Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail * Betreff * Nachricht * Send Dr. Tobias Glück Head of Competence Unit Complex Dynamical Systems Center [...] Name * E-Mail * Betreff * Nachricht * Send Dr. Martin Niederer Senior Research Engineer Complex Dynamical Systems Center VAC +43 664 88256031 martin.niederer(at)ait.ac.at To the Center for Vision, Automation [...] Control To the Research Groups High-Performance Vision Systems Assistive & Autonomous Systems Complex Dynamical Systems

Relevance:

71%

Learning & Adaptive Mechatronic Systems

/en/solutions/learning-adaptive-mechatronic-systems

Group Complex Dynamical Systems × Kontakt Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail * Betreff * Nachricht * Send Dr. Tobias Glück Head of Competence Unit Complex Dynamical Systems Center [...] markiert. Name * E-Mail * Betreff * Nachricht * Send DI Markus Gurtner Research Engineer Complex Dynamical Systems Center VAC +43 664 8529503 markus.gurtner(at)ait.ac.at To the Center for Vision, Automation [...] Control To the Research Groups High-Performance Vision Systems Assistive & Autonomous Systems Complex Dynamical Systems

Relevance:

73%

Cardiovascular Diagnostics

/en/research-topics/cardiovascular-diagnostics

combination of research and implementation provides our partners with the necessary flexibility in a dynamic and international field dominated by high ethical and regulatory standards. Projects Cardiovascular

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60%

AI & MACHINE LEARNING

/en/research-topics/ai-machine-learning

which we then implement. Reinforcement Learning & Approximate Dynamic Programming In theory, multistage decision problems can be solved by dynamic programming (DP), a method for determining optimal control [...] y intractable. We address and overcome this hurdle using reinforcement learning and approximate dynamic programming . Both produce suboptimal policies/control inputs with, however, sufficiently adequate [...] Selecting and training the right model for the right task allows us to solve problems such as static or dynamic regression, predictive maintenance, and outlier or anomaly detection. Model Selection & Assessment

Relevance:

80%

SYSTEM DESIGN, MODELLING & IDENTIFICATION

/en/research-topics/system-design-modelling-identification

Group Complex Dynamical Systems × Kontakt Formular Pflichtfelder sind mit einem * markiert. Name * E-Mail * Betreff * Nachricht * Send Dr. Tobias Glück Head of Competence Unit Complex Dynamical Systems Center [...] relations and interactions, boundaries and interfaces, dominant nonlinearities, as well as their dynamic behaviour and its relevant time scales. Furthermore, we assess deterministic or stochastic behaviour [...] highly innovative automation systems are mathematical models of the underlying system. Complex dynamical systems are characterised by challenging properties like nonlinearities, multiple-inputs-multip

Relevance:

79%

Control, Planning & Decision-Making

/en/research-topics/control-planning-decision-making

(e.g., PID) still dominate the current industrial standard for the control of real-world complex dynamical systems. Linear controllers disallow systematic consideration of the system-inherent properties [...] Lösung Sustainable & Optimal Manufacturing Systems Research Groups Involved Research Group Complex Dynamical Systems Research Group High-Performance Vision Systems × Kontakt Formular Pflichtfelder sind mit [...] markiert. Name * E-Mail * Betreff * Nachricht * Send Dr. Tobias Glück Head of Competence Unit Complex Dynamical Systems Center VAC +43 664 88256087 tobias.glueck(at)ait.ac.at × Kontakt Formular Pflichtfelder

Relevance:

77%

Inline Computational Imaging

/en/research-topics/high-performance-vision-systems/inline-computational-imaging

overall accuracy and robustness. By choosing the number of viewing angles, the user can decide dynamically on the ratio between speed and accuracy. × Kontakt Formular Pflichtfelder sind mit einem * markiert

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50%

Research Topics

/en/research-topics

Systems Cooperative Digital Technologies Cyber Security Data Science & Artificial Intelligence Dynamic Transportation Systems Electric Vehicle Technologies Enabling Digital Technologies Health Solutions [...] Protection in Mobility & Transport Battery Materials & Characterization Battery Technologies Structural Dynamics and Assessment Bioresources Biosignal Processing Capturing Experience Cardiovascular Diagnostics [...] efficiency power electronics Hybrid Electric Aircraft Technologies Hybrid Power Plants Innovation Dynamics & Modelling Innovation Policy & Transformation Innovation Systems & Digitalisation Integrated Digital

Relevance:

78%

Perception, Localisation & Mapping

/en/research-topics/perception-localisation-mapping

to handle objects, require detailed maps with a semantic segmentation of the content, as well as dynamic updating to capture the scenarios correctly. The maps can be created and adjusted by sensors such [...] Research Groups Involved Research Group Assistive & Autonomous Systems Forschungsgruppe Complex Dynamical Systems Selected Projects Autility / Smarter Hopper Arctis / HARV-EST ODAS Straßenbahnassistenzsystem [...] Control To the Research Groups High-Performance Vision Systems Assistive & Autonomous System Complex Dynamical Systems

Relevance:

64%

Consumer Protection

/en/research-topics/data-science-artificial-intelligence/solutions-services/consumer-protection

protection related topics reaching from gender specific inequalities in the field of personal and dynamic pricing to the automated flagging of fraudulent eCommerce in the DACH region. × Kontakt Formular

Relevance:

57%

5G wireless Ultra-Reliable low-latency communications

/en/research-topics/enabling-digital-technologies/solutions-services/wireless-communications/projects-1/5g-wireless-ultra-reliable-low-latency-communications

emerging autonomous and interconnected transport systems (road vehicles and trains), the need for dynamically reconfigurable production lines in collaborative human-robot scenarios of Industry 4.0, and the

Relevance:

52%

RELEVANCE

/en/research-topics/enabling-digital-technologies/projects/relevance

of vehicles. Using available processed sensors information from the vehicles’ sensors and a novel dynamic geometry-based stochastic channel model as the input to trained and validated deep neural network

Relevance:

45%

UNWIRE

/en/research-topics/enabling-digital-technologies/projects/unwire

setup: optimized wireless signal processing algorithms (in the transmitter and the receiver) and the dynamic selection of wireless relays with multiple antennas (network diversity). The aim of realizing an

Relevance:

45%

Real-time wireless channel emulation

/en/research-topics/enabling-digital-technologies/solutions-services/wireless-communications/our-offer/real-time-wireless-channel-emulation

AIT's dynamic channel emulator can be coupled with vehicle kinematics simulations such as IPG CarMarker to update the coordinates and speed of the vehicles in question in real time. AIT's dynamic real-time [...] Sidelink), 5G Vehicular as well as future 6G standards. Further Information FSCT Website Factsheet Dynamic Vehicular Channel Emulation Download × Kontakt Formular Pflichtfelder sind mit einem * markiert.

Relevance:

82%

Our Offer

/en/research-topics/enabling-digital-technologies/solutions-services/photonics/our-offer

Our Offer Our Offer Dynamic vehicular channel emulation read more Single Photon Detector read more Time to Digital Converter read more QPMoptics read more

Relevance:

83%

Team

/en/research-topics/data-science-artificial-intelligence/team

Pflugfelder, Roman Computer Vision, Pattern Recognition, Object Detection, Visual Motion and Tracking, Dynamic Perception and Occlusion, Visual Learning https://rpflugfelder.github.io Pham, Lam VLSI design, Digital

Relevance:

21%

High Speed

/en/research-topics/high-performance-vision-systems/high-speed

include correction of optical aberration, noise reduction, adaptive time delay integration (TDI) and dynamic range enhancement by employing multiple exposures. The xposure:camera is an enabler for a novel embedded

Relevance:

48%

xposure:camera

/en/research-topics/high-performance-vision-systems/high-speed/xposurecamera