Mechanics, Computational
Deep learning in computational mechanics: a review
Springer Science and Business Media LLC
2024
281-331
A combined approach to Measurement-System-Design and system identification in building energy retrofits.
Energy and Buildings
2025
Apr
11571
FuncGrasp: Learning Object-Centric Neural Grasp Functions from Single Annotated Example Object
2024 IEEE International Conference on Robotics and Automation (ICRA)
2024
Anthropomorphic grasping with neural object shape completion
IEEE Robotics and Automation Letters
2023
8
12
8034--8041
VidBot: Learning Generalizable 3D Actions from In-the-Wild 2D Human Videos for Zero-Shot Robotic Manipulation
arXiv preprint arXiv:2503.07135
2022
Generative Machine Learning for Energy Predictions of Existing Buildings
Proc. of the 30th Int. Conference on Intelligent Computing in Engineering (EG-ICE)
2023
Human–computer interaction for building documentation
Proc. of the 2023 European Conference on Computing in Construction and 40th International CIB W78 Conference
2023
Optimal adaptive decision rules in geotechnical construction considering uncertainty
Géotechnique
2024
74
13
Dec
1622-1633
Data-Driven Uncertainty Reduction in Geotechnical Engineering: Optimal Preloading of a Road Embankment
Proc. of the 14th International Conference on Applications of Statistics and Probability in Civil Engineering (ICASP14)
2023