„… AI can assist in producing synthetic, yet realistic, datasets covering numerous potential driving …” „… from mere data analysis to creative tasks such as text and image generation. Unlike traditional …” „… supervised learning methods that rely heavily on labelled data, these state-of-the-art models are designed to …”

„… generating synthetic data - which is limited in text-based NLP. Even with state-of-the-art models, we could …” „… even synthetic data might be generated by using some data NLP augmentation techniques like synonym …” „… will be added to the AI training data to successively increase the database. This will lead to …”

„… human pose estimation model, as visualized in form of synthetic data in figure 6. Based on this body …” „… training data images for inference. This knowledge is subsequently used to accurately classify unknown …” „… training data to represent individuals of various ages, genders, and ethnicities. This ensures that the …”

„… for Flex SoC when new in-car or synthetic sensor data becomes available, thus contributing to …” „… the sensor/sensor data before sending it to the central compute for further processing. This …” „… what the automotive ecosystem is now loosely calling, “Car OS”, that abstracts the vehicle data …”

„… controllers and the central compute units are depicted as being connected via a high-bandwidth data link …” „… could also send data back to an OEM or a 3rd party service to enable additional value creation. One such …” „… example would be the gathering of diagnostic data of vehicle fleets and using it for predictive …”

„… ) in consumer vehicles in the next few years. However, due to the low resolution of LiDAR data, it is …” „… difficult to obtain a bounding box with LiDAR data alone, and data fusion with camera data is therefore …” „… image data for 2D object detection. Furthermore, camera sensors are cost-effective and can provide depth …”

„… . Graph-based design languages in UML (Unified Modeling Language) use a central data model to guarantee model …” „… performance data, a need for a new product design paradigm is obvious. As example for gear systems of …” „… helical gear, 2-stage helical gear, 1-stage bevel gear, etc.), the performance data such as gear ratio …”

„… test bench for crossed helical gears with overall dimensions is shown in Figure 1. The data of the test …” „… gear pair are given in Table 1. [2] VDI-Berichte Nr. 2355, 2019584 Table 1: Data of the test gear …” „… pair Parameters Data Centre distance 30 mm Module 1.252 mm Transmission ratio 40 Pressure angle …”

„… results from synthetic measurement lines based on Eq. (5). These data sets have been evaluated by two …” „… are compared to the results of finite element analysis as well as experimental data. This includes …”

„… verified its validity through a comparison with experimental data. With this method, hypoid gear meshing …” „… torques of the test unit. A synthetic GL-5 oil was used as the lubricating oil. The measured and …”

„… on gearbox losses and heat balance. Synthetic oils can exhibit significantly lower gear friction …” „… ] Laukotka, E. M.: Referenzöle Datensammlung [Reference Lubricants Data Collection] (2007). [Loh16] Lohner …”

„… datasets and other data-related services, as well as remote testing on benchmark datasets and is completed …” „… system based on camera sensors can be tested completely remote using synthetic data sets. The data …” „… solutions in real-world conditions to providing data services, to virtual testing on benchmark datasets and …”

„… data versus soil models calibrated by conventional tests (HSLCV2 conventional) and Excavator Test …” „… contact model in Aspherix®. Fig. 3: Excavator Test – Measurement Data versus calibrated soil models Due …” „… laboratory environment. In the future, the mobile use of the test can avoid the synthetic, often error-prone …”

„… performance data and tractor field test results. 92.8%6.5%Use of sold productScope 3-Category 11Supply …” „… produce ethanol from corn and biodiesel from soybean are summarized in Figure 7 with yield data from the …” „… table below, synthetic pathways to produce liquid fuels are more energy intensive [6], production of …”

„… fleet operations. Various fleets were equipped with dataloggers and >130tkm of CAN and route data was …” „… with such a system beyond the synthetic Type-IIa test. Real world endurance braking analysis To …” „… obtained. The data represents different applications like long haul and regional delivery as well as …”

„… up of fuel availability, which nevertheless remains a major challenge to solve. Synthetic fuels are …” „… synthetic fuels significant amounts of energy is lost on its conversion process. Next to the use of …” „… https://www.eurotransport.de/artikel/staatssekretaer-flasbarth-zur-dekarbonisierung-wir-brauchen-den-klimafreundlichen-brummi-11178017.html [32] US Department of Energy (2021). Alternative Fuels Data Center Fuel Properties …”

„… the mineral oil FVA3 + 4% A99 was used as a reference oil which is then compared to the synthetic oil …” „… Castrol Optigear Synthetic X 100. After each run, the tooth flanks are measured for profile form …” „… . The test disc data to replicate the tooth contact of a big gear with a module of 22 mm is displayed …”

„… maximum load capacity is determined mainly by tooth breakage and pitting. Detailed geometry data of the …” „… , elastohydrodynamic and boundary lubrication regimes. In conventional gear trains, synthetic oils can reduce power …” „… Synthetic Bases," Trans. FAMENA, vol. 37, no. 4, pp. 65-72, 2013. [21] Murphy, W. R. and Cheng, V. M …”

„… conjunction with recent advances in the areas of material science, tribology and big data analysis allow …” „… reference-reference, reference-TriboNite™ and TriboNite™-TriboNite™. As lubricants, a synthetic SAE 75W-90 API GL-5 …”