Fabian Hübenthal
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View article: Towards a widespread usage of computational fluid dynamics simulations for automated virtual nasal surgery planning
Towards a widespread usage of computational fluid dynamics simulations for automated virtual nasal surgery planning Open
View article: Parallel Reinforcement Learning and Gaussian Process Regression for Improved Physics-Based Nasal Surgery Planning
Parallel Reinforcement Learning and Gaussian Process Regression for Improved Physics-Based Nasal Surgery Planning Open
Septoplasty and turbinectomy are among the most frequent but also most debated interventions in the field of rhinology. A previously developed tool enhances surgery planning by physical aspects of respiration, i.e., for the first time a re…
View article: Prediction of Turbulent Boundary Layer Flow Dynamics with Transformers
Prediction of Turbulent Boundary Layer Flow Dynamics with Transformers Open
Time-marching of turbulent flow fields is computationally expensive using traditional Computational Fluid Dynamics (CFD) solvers. Machine Learning (ML) techniques can be used as an acceleration strategy to offload a few time-marching steps…
View article: Surrogate‐based optimization for active drag reduction of turbulent boundary layer flows
Surrogate‐based optimization for active drag reduction of turbulent boundary layer flows Open
Two surrogate‐based optimization strategies using support vector regression (SVR) and Gaussian process regression (GPR) as surrogates are investigated to guide the design of actuation parameters for active drag reduction techniques in turb…
View article: Condition Monitoring of Rail Infrastructure and Rolling Stock using Acceleration Sensor Data of on-Rail Freight Wagons
Condition Monitoring of Rail Infrastructure and Rolling Stock using Acceleration Sensor Data of on-Rail Freight Wagons Open