Identifikacija dinamičnih sistemov z globokimi Gaussovimi procesi
Published in Masters thesis, 2017, DOI . BiBTeX Download
Identification of dynamic systems using deep Gaussian Processes. »
Posts by Collection
portfolio
publications
Identification of Atmospheric Variable Using Deep Gaussian Processes
Published in IFAC-PapersOnLine, 2018, DOI . BiBTeX Download
Identification of Atmospheric Variable Using Deep Gaussian Processes. »
GPU accelerated RBF-FD solution of poisson’s equation
Published in IEEE, 2020, DOI . BiBTeX Download
GPU accelerated RBF-FD solution of poisson’s equation. »
Monomial Augmentation Guidelines for RBF-FD from Accuracy Versus Computational Time Perspective
Published in Journal of Scientific Computing, 2021, DOI . BiBTeX Download
Monomial Augmentation Guidelines for RBF-FD from Accuracy Versus Computational Time Perspective. »
Discretized Boundary Surface Reconstruction
Published in IEEE, 2021, DOI . BiBTeX Download
Discretized Boundary Surface Reconstruction using parametric splines. »
p-refined RBF-FD solution of a Poisson problem
Published in IEEE, 2021, DOI . BiBTeX Download
p-refined RBF-FD solution of a Poisson problem. »
Uncertainty Assessment of Dynamic Thermal Line Rating for Operational Use at Transmission System Operators
Published in IEEE Transactions on Power Systems, 2022, DOI . BiBTeX Download
Uncertainty Assessment of Dynamic Thermal Line Rating for Operational Use at Transmission System Operators. »
A sharp-interface mesoscopic model for dendritic growth
Published in IOP Conference Series: Materials Science and Engineering, 2022, DOI . BiBTeX Download
A sharp-interface mesoscopic model for dendritic growth. »
A Meshless Solution of a Small-Strain Plasticity Problem
Published in IEEE, 2022, DOI . BiBTeX Download
A Meshless Solution of a Small-Strain Plasticity Problem. »
Stability analysis of RBF-FD and WLS based local strong form meshless methods on scattered nodes
Published in IEEE, 2022, DOI . BiBTeX Download
Stability analysis of RBF-FD and WLS based local strong form meshless methods on scattered nodes. »
A hybrid RBF-FD and WLS mesh-free strong-form approximation method
Published in IEEE, 2022, DOI . BiBTeX Download
A hybrid RBF-FD and WLS mesh-free strong-form approximation method. »
Implicit-Explicit Error Indicator based on Approximation Order
Published in IEEE, 2022, DOI . BiBTeX Download
Implicit-Explicit Error Indicator based on Approximation Order. »
Meshless simulation of infinitesimal elastoplastic deformation of a 3D body
Published in IEEE, 2022, URL . BiBTeX Download
Meshless simulation of infinitesimal elastoplastic deformation of a 3D body. »
Strong form mesh-free hp-adaptive solution of linear elasticity problem
Published in Engineering with Computers, 2023, URL . BiBTeX Download
Strong form mesh-free hp-adaptive solution of linear elasticity problem. »
Spatially-Varying Meshless Approximation Method for Enhanced Computational Efficiency
Published in International Conference on Computational Science, 2023, URL . BiBTeX
Spatially-varying meshless approximation method for enhanced computational efficiency. »
Oscillatory Behaviour of the RBF-FD Approximation Accuracy Under Increasing Stencil Size
Published in International Conference on Computational Science, 2023, URL . BiBTeX
Oscillatory behaviour of the RBF-FD approximation accuracy under increasing stencil size. »
PhD thesis: Meshless Adaptive Solution Procedure for Efficient Solving of Partial Differential Equations
Published in PhD Thesis, 2024. BiBTeX Download
Meshless Adaptive Solution Procedure for Efficient Solving of Partial Differential Equations »
Meshless interface tracking for the simulation of dendrite envelope growth
Published in Journal of Computational Physics, 2024, URL . BiBTeX Download
Meshless interface tracking for the simulation of dendrite envelope growth »
talks
Ballooning lecture
Published:
A lecture to the paragliding pilots about the ballooning phenomena. »
Robust strong form mesh-free method for transport problems
Published:
A seminar talk about the robust strong form mesh-free method for transport problems. »
p-refined RBF-FD solution of a Poisson problem
Published:
A conference talk about the p-refined RBF-FD solution of a Poisson problem. »
GPU accelerated RBF-FD solution of poisson’s equation
Published:
A conference talk about the GPU accelerated RBF-FD solution of poisson’s equation. »
Competing with EN B/C wings
Published:
A lecture to the paragliding pilots about the competing with EN B/C wings” »
How do they do it?
Published:
A lecture to the paragliding pilots about “How do they do it?”. »
Hybrid WLS-RBF hp-adaptive method for moving boundary problems
Published:
A seminar talk about the hybrid WLS-RBF hp-adaptive method for moving boundary problems. »
Stability analysis of RBF-FD and WLS based local strong form meshless methods on scattered nodes
Published:
A conference talk about the stability analysis of RBF-FD and WLS based local strong form meshless methods on scattered nodes. »
A hybrid RBF-FD and WLS mesh-free strong-form approximation method
Published:
A conference talk about a hybrid RBF-FD and WLS mesh-free strong-form approximation method. »
hp-adaptive method for solving partial differential equations
Published:
A presentation talk about the hp-adaptive method for solving partial differential equations. »
hp-adaptive method for solving partial differential equations
Published:
A presentation talk about the hp-adaptive method for solving partial differential equations. »
Spatially-Varying Meshless Approximation Method for Enhanced Computational Efficiency
Published:
A conference talk about a spatially-varying meshless approximation method for enhanced computational efficiency. »
Meshless adaptive solution procedure for Efficient Solving of Partial Differential Equations
Published:
A seminar talk about Meshless adaptive solution procedure for Efficient Solving of Partial Differential Equations. Rehearsal for PhD defence. »
Meshless adaptive solution procedure for Efficient Solving of Partial Differential Equations
Published:
Defence of my PhD thesis entitled “Meshless adaptive solution procedure for Efficient Solving of Partial Differential Equations”. »
teaching
Computer Lab for Physicists
Undergraduate course, Faculty of Mathematics and Physics, University of Ljubljana, 2013
Teaching basics of the C programming language to physicists. »
Computer Lab for Mathematicians
Undergraduate course, Faculty of Mathematics and Physics, University of Ljubljana, 2013
Giving excercises on basics of Word, LaTeX, Excel and Wolfram Mathematica. »
Computer Lab for Physicists
Undergraduate course, Faculty of Mathematics and Physics, University of Ljubljana, 2014
Teaching basics of the C programming language to physicists. »
Computer Lab for Mathematicians
Undergraduate course, Faculty of Mathematics and Physics, University of Ljubljana, 2014
Giving excercises on basics of Word, LaTeX, Excel and Wolfram Mathematica. »
Computer Lab for Physicists
Undergraduate course, Faculty of Mathematics and Physics, University of Ljubljana, 2015
Teaching basics of the C programming language to physicists. »
Computer Lab for Mathematicians
Undergraduate course, Faculty of Mathematics and Physics, University of Ljubljana, 2015
Giving excercises on basics of Word, LaTeX, Excel and Wolfram Mathematica. »
Computer Lab for Physicists
Undergraduate course, Faculty of Mathematics and Physics, University of Ljubljana, 2016
Teaching basics of the C programming language to physicists. »
Computer Lab for Mathematicians
Undergraduate course, Faculty of Mathematics and Physics, University of Ljubljana, 2016
Giving excercises on basics of Word, LaTeX, Excel and Wolfram Mathematica. »
Data structures and algorithms
Undergraduate course, Faculty of Mathematics and Physics, University of Ljubljana, 2017
Leading exercises for 3rd year mathematicians about basic data structures and algorithms. »
Intoduction to programming
Undergraduate course, Faculty of Mathematics and Physics, University of Ljubljana, 2018
Exercises about introductory Python for 1st year mathematicians. »
Numerical methods
Undergraduate course, Faculty of Mathematics and Physics, University of Ljubljana, 2018
Excercises on Introduction to numerical mathematics for 3rd year interdisciplinary students of math and computer science. »
Data structures and algorithms
Undergraduate course, Faculty of Mathematics and Physics, University of Ljubljana, 2018
Leading exercises for 3rd year mathematicians and financial mathematicians about basic data structures and algorithms. »
Data structures and algorithms
Undergraduate course, Faculty of Mathematics and Physics, University of Ljubljana, 2019
Leading exercises for 3rd year mathematicians and financial mathematicians about basic data structures and algorithms. »
Databases 2
Undergraduate course, Faculty of Mathematics and Physics, University of Ljubljana, 2019
Leading exercises for 3rd year students of practical mathematics about databases and webapps (mostly Django based). »
Data structures and algorithms 2
Undergraduate course, Faculty of Mathematics and Physics, University of Ljubljana, 2019
Leading exercises for 3rd year mathematicians and financial mathematicians about advanced data structures and algorithms. »
Computer Lab
Undergraduate course, Faculty of Mathematics and Physics, University of Ljubljana, 2019
Managing the course and giving lectures on itroduction to programming in Python for first year physics students. »
Numerical methods
Undergraduate course, Faculty of Mathematics and Physics, University of Ljubljana, 2019
Excercises on Introduction to numerical mathematics for 3rd year interdisciplinary students of math and computer science. »
Seminar A
Undergraduate course, Faculty of Mathematics and Physics, University of Ljubljana, 2019
Excercises on basic analysis and algebra for financial math students. »
Computer Lab
Undergraduate course, Faculty of Mathematics and Physics, University of Ljubljana, 2020
Managing the course and giving lectures on itroduction to programming in Python for first year physics students. »
Numerical methods
Undergraduate course, Faculty of Mathematics and Physics, University of Ljubljana, 2020
Excercises on Introduction to numerical mathematics for 3rd year interdisciplinary students of math and computer science. »
Data structures and algorithms
Undergraduate course, Faculty of Mathematics and Physics, University of Ljubljana, 2020
Leading exercises for 3rd year mathematicians and financial mathematicians about basic data structures and algorithms. »