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Chapter and Conference Paper
Abstract: Metal-conscious Embedding for CBCT Projection Inpainting
The existence of metallic implants in projection images for cone-beam computed tomography (CBCT) introduces undesired artifacts which degrade the quality of reconstructed images. In order to reduce metal artif...
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Chapter and Conference Paper
Multi-organ Segmentation in CT from Partially Annotated Datasets using Disentangled Learning
While deep learning models are known to be able to solve the task of multi-organ segmentation, the scarcity of fully annotated multi-organ datasets poses a significant obstacle during training. The 3D volume a...
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Chapter and Conference Paper
Application of Dynamic Skip Fire for NOX and CO2 Emissions Reduction on a HD Diesel Truck and for an Off Highway Engine
Dynamic Skip Fire (DSF®) has been shown to significantly reduce CO2 on gasoline engines and has been in mass production since 2018 with more than 1.5 million vehicles produced. DSF is an advanced cylinder deactiv...
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Chapter and Conference Paper
Abstract: MOOD 2020
Detecting out-of-distribution (OoD) data is one of the greatest challenges in safe and robust deployment of machine learning algorithms in medicine. When the algorithms encounter cases that deviate from the di...
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Chapter and Conference Paper
Untersuchung verschiedener Konzepte zur Abweichungsreduzierung bei der Echtzeit-Temperaturüberwachung mittels thermischer Netzwerke
Mit dem Wechsel von konventionellen Antrieben hin zu alternativen gewinnt der Elektromotor als Traktionsmotor im Fahrzeug immer mehr Bedeutung. Anders als beim Verbrennungsmotor, bei dem üblicherweise die Daue...
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Chapter and Conference Paper
The New Off Highway Engine Family Delivering Improvements in Performance, Emissions and Operating Cost
YTO have developed a new family of diesel, water-cooled engines, comprising a 4.6 L 4-cylinder and a 6.9 L 6-cylinder engine. These engines, to be launched in 2023, will meet the future needs and demands for e...
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Chapter and Conference Paper
The Development of a Heat Pump Based EV Thermal Management System
As an effective measure against global climate change, the electrification of automotive become an irreversible tendency. But because of limited power bettery capacity, how to reduce the power consumption of v...
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Chapter and Conference Paper
Modellierung und Evaluation thermischer Effekte für die laserbasierte Additive Fertigung von funktionalen Glaswellenleitern
In weitreichenden Einsatzgebieten der Hochleistungslasertechnik werden Quarzglasfasern aufgrund ihrer hohen optischen Leitfähigkeit und Temperaturbeständigkeit eingesetzt.
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Chapter and Conference Paper
Dynamic Skip Fire (DSF®) to Simultaneously Improve Emissions and Fuel Economy of Diesel Engines
Improving fuel economy and reducing tailpipe emissions are persistent challenges for the diesel engine industry. Dynamic Skip Fire (DSF®) for diesel engines (dDSF) has the potential to reduce both fuel consump...
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Chapter and Conference Paper
Achievable Performance Gains by Connected Driving
Over the years, automotive manufacturers have invested big efforts to reduce accidents and improve fuel efficiency, and at the same time to improve comfort and driving conditions. But the problem of traffic ma...
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Chapter and Conference Paper
Learning the Update Operator for 2D/3D Image Registration
Image guidance in minimally invasive interventions is usually provided using live 2D X-ray imaging. To enhance the information available during the intervention, the preoperative volume can be overlaid over th...
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Chapter and Conference Paper
Planning and conducting a measurement campaign and derivation of customer-specific load distributions for light duty trucks in China
In a close collaboration between Borgward Group GmbH, Beiqi Foton Motor Co., LTD. and Fraunhofer ITWM, new design loads for light duty trucks in the People's Republic of China have been created based on a dedi...
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Chapter and Conference Paper
Learning-Based Correspondence Estimation for 2-D/3-D Registration
In many minimally invasive procedures, image guidance using a C-arm system is utilized. To enhance the guidance, information from pre-operative 3-D images can be overlaid on top of the 2-D fluoroscopy and 2-D/...
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Chapter and Conference Paper
Learning-Based Misalignment Detection for 2-D/3-D Overlays
In minimally invasive procedures, a standard routine of observing the operational site is using image guidance. X-ray fluoroscopy using C-arm systems is widely used. In complex cases, overlays of preoperative ...
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Chapter and Conference Paper
Methods and Solutions for the Integration of the HV Battery into the NVH Development of a BEV
By 2025, Battery electric vehicles (BEV) and plug-in hybrid electric vehicles (PHEV) will probably account for more than 20% of the total production of vehicles. With the development of specific vehicle platfo...
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Chapter and Conference Paper
CE12 – der neue 3-Zylinder TGDI der PXC Core Engine Family
Mit der Markteinführung des CE12 3-Zylinder TGDI Motors in 2020, wird PXC sein Motoren Portfolio der neuen Core Engine Familie komplettiert haben. Der CE12 erfüllt alle anspruchsvollen Projektziele in Bezug au...
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Chapter and Conference Paper
Reducing CO2 emissions in heavy-duty spark ignited engines for electric power using alternative fuels
Carbon dioxide (CO2) emissions can be reduced through newer powertrain concepts with electrification, efficiency optimization, and through alternative fuels. The focus of this work is on alternative fuels and opt...
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Chapter and Conference Paper
Vibration dam** behavior of flexible polyurethane foams under low and high strain regimes
Polyurethane flexible foam chemistry is a urethane reaction of isocyanate and polyol, to form a soft-like polymer, and a urea reaction of isocyanate and water to provide the blowing agent CO2 which is released du...
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Chapter and Conference Paper
Extended cylinder deactivation strategies to improve CO2 and pollutant emissions for light-duty diesel engine applications
Further improvement of the trade-off between CO2- and pollutant emissions motivates the development of new diesel engine concepts. The deactivation of one or more cylinders of a light-duty diesel engine during lo...
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Chapter and Conference Paper
Multi-functional open-source simulation platform for development and functional validation of ADAS and automated driving
In modern vehicles, Advanced Driver Assistance Systems (ADAS) and automated driving functions are increasingly playing the role of a co-pilot, supporting the driver in complex or dangerous situations by applyi...