3 papers
cs.LG2026
Aerodynamic force reconstruction using physics-informed Gaussian processes
Gledson Rodrigo Tondo, Igor Kavrakov, Guido Morgenthal
Accurate modeling of aerodynamic loads is essential for understanding and predicting the responses of complex structural systems. However, these models often rely on simplification…
cs.CE2026
Data Driven Calibration of Analytical Concrete Creep Models Considering Preloading Effects Using Gaussian Processes
Leonie Heller, Christopher Taube, Gledson Rodrigo Tondo +1
The time-dependent deformation of concrete, particularly creep, remains a key challenge for reliable and material-efficient design. Experimental results show that tailored preloadi…
cs.CE2026
The role of physical models in the validation and calibration of numerical models -- The example of the Lillebælt Bridge
Paula Apollonia Wunderlich, Gledson Rodrigo Tondo, Guido Morgenthal
With the rapid advancement of computer technologies enabling fast calculations of complex structures, numerical methods have become a central tool in engineering sciences, while ph…