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Assessment and weighting of meteorological ensemble forecast members based on supervised machine learning with application to runoff simulations and flood warning (2016)
Journal Article
Doycheva, K., Horn, G., Koch, C., Schumann, A., & König, M. (2017). Assessment and weighting of meteorological ensemble forecast members based on supervised machine learning with application to runoff simulations and flood warning. Advanced Engineering Informatics, 33, 427-439. https://doi.org/10.1016/j.aei.2016.11.001

Numerical weather forecasts, such as meteorological forecasts of precipitation, are inherently uncertain. These uncertainties depend on model physics as well as initial and boundary conditions. Since precipitation forecasts form the input into hydrol... Read More about Assessment and weighting of meteorological ensemble forecast members based on supervised machine learning with application to runoff simulations and flood warning.

Implementing textural features on GPUs for improved real-time pavement distress detection (2016)
Journal Article
Doycheva, K., Koch, C., & König, M. (in press). Implementing textural features on GPUs for improved real-time pavement distress detection. Journal of Real-Time Image Processing, https://doi.org/10.1007/s11554-016-0648-1

The condition of municipal roads has deteriorated considerably in recent years, leading to large scale pavement distress such as cracks or potholes. In order to enable road maintenance, pavement distress should be timely detected. However, manual inv... Read More about Implementing textural features on GPUs for improved real-time pavement distress detection.

GPU-enabled pavement distress image classification in real time (2016)
Journal Article
Doycheva, K., Koch, C., & König, M. (2017). GPU-enabled pavement distress image classification in real time. Journal of Computing in Civil Engineering, 31(3), Article 04016061. https://doi.org/10.1061/%28ASCE%29CP.1943-5487.0000630

Pavement assessment is a crucial process for the maintenance of municipal roads. However, the detection of pavement distress is usually performed either manually or offline, which is not only time-consuming and subjective, but also results in an enor... Read More about GPU-enabled pavement distress image classification in real time.

Augmented reality supported work instructions for onsite facility maintenance (2016)
Conference Proceeding
Neges, M., & Koch, C. (2016). Augmented reality supported work instructions for onsite facility maintenance.

During the operation and maintenance phase of buildings operators need to perform on site maintenance activities to prevent functional failures of technical equipment. As this phase is the longest and most expensive one respective improvements can si... Read More about Augmented reality supported work instructions for onsite facility maintenance.

Predicting movements of onsite workers and mobile equipment for enhancing construction site safety (2016)
Journal Article
Zhu, Z., Park, M., Koch, C., Soltani, M., Hammad, A., & Davari, K. (2016). Predicting movements of onsite workers and mobile equipment for enhancing construction site safety. Automation in Construction, 68, https://doi.org/10.1016/j.autcon.2016.04.009

Tens of thousands of time-loss injuries and deaths are annually reported from the construction sector, and a high percentage of them are due to the workers being struck by mobile equipment on sites. In order to address this site safety issue, it is n... Read More about Predicting movements of onsite workers and mobile equipment for enhancing construction site safety.

Radar interferometry based settlement monitoring in tunnelling: visualisation and accuracy analyses (2016)
Journal Article
Schindler, S., Hegemann, F., Koch, C., König, M., & Mark, P. (2016). Radar interferometry based settlement monitoring in tunnelling: visualisation and accuracy analyses. Visualization in Engineering, 4, Article 7. https://doi.org/10.1186/s40327-016-0034-x

Background The accurate, efficient and economical monitoring of settlements caused by tunnel boring machines, especially in regions of particular interest such as critical inner city areas, has become an important aspect of the tunnelling operatio... Read More about Radar interferometry based settlement monitoring in tunnelling: visualisation and accuracy analyses.