ksehic
Data Scientist at Emulate Energy with Ph.D. in machine learning and uncertainty quantification
@Emulate-Energy Sweden
Pinned Repositories
ksehic.github.io
Personal webpage
LassoBench
Benchmark library for high-dimensional HPO of black-box models based on Weighted Lasso regression
Local-Approximations-for-SuS
Local Approximations for Subset Simulation method. It is a sequential design (active learning) based on polynomial regression and Gaussian process to quantify extreme events efficiently.
OCW3D-F90-UQProbe
PhD project Numerical Uncertainty Quantification for Extreme Wave Loads by using the full nonlinear and dispersive solver OceanWave3D-F90 (https://github.com/apengsigkarup/OceanWave3D-Fortran90/tree/master)
ksehic's Repositories
ksehic/LassoBench
Benchmark library for high-dimensional HPO of black-box models based on Weighted Lasso regression
ksehic/Local-Approximations-for-SuS
Local Approximations for Subset Simulation method. It is a sequential design (active learning) based on polynomial regression and Gaussian process to quantify extreme events efficiently.
ksehic/OCW3D-F90-UQProbe
PhD project Numerical Uncertainty Quantification for Extreme Wave Loads by using the full nonlinear and dispersive solver OceanWave3D-F90 (https://github.com/apengsigkarup/OceanWave3D-Fortran90/tree/master)
ksehic/ksehic.github.io
Personal webpage