Mitja Jančič


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Received the B.S. in physics continued to M.Sc. in mechanical engineering, both at the University of Ljubljana in Slovenia. He is currently in pursuit of a PhD at the Jožef Stefan international postgraduate school. He also holds the position of a research fellow at the Department of Communication Systems at the Jožef Stefan Institute in Ljubljana. His research interests include meshless methods, numerical procedures for solving PDE systems and generic programming algorithms.

Products

Medusa: coordinate free implementation of meshless methods

Projects

Downscaling meteorological variables over complex terrain

Uncertainty module for DTR

Personal Bibliography

2024

A. Kolar-Požun, M. Jančič, M. Rot, G. Kosec; Some observations regarding the RBF-FD approximation accuracy dependence on stencil size, Journal of computational science, vol. 79, 2024 [DOI: 10.1016/j.jocs.2024.102284][COBISS: 194478851]
M. Jančič, M. Depolli, A. Kolar-Požun, M. Rot, A. Rogan, M. Mohorčič, G. Kosec; Microscale meteorological models over complex terrain, 2024 [COBISS: 189639171]
M. Rot, M. Jančič, G. Kosec; Spatially dependent node regularity in meshless approximation of partial differential equations, Journal of computational science, vol. 79, 2024 [DOI: 10.1016/j.jocs.2024.102306][COBISS: 195505923]
M. Jančič, G. Kosec, J. Kocijan, B. Mavrič; Meshless adaptive solution procedure for efficient solving of partial differential equations : doctoral dissertation = Prilagodljive brezmrežne metode za učinkovito reševanje parcialnih diferencialnih enačb : doktorska disertacija, 2024 [COBISS: 191223043]
M. Jančič, G. Kosec; Strong form mesh-free hp-adaptive solution of linear elasticity problem, Engineering with computers, vol. 40, 2024 [DOI: 10.1007/s00366-023-01843-6][COBISS: 153678339] ::
M. Jančič, M. Založnik, G. Kosec; Meshless interface tracking for the simulation of dendrite envelope growth, Journal of computational physics, vol. 507, 2024 [DOI: 10.1016/j.jcp.2024.112973][COBISS: 191242243]

2023

A. Kolar-Požun, M. Jančič, M. Rot, G. Kosec; Oscillatory behaviour of the RBF-FD approximation accuracy under increasing stencil size, Computational Science - ICCS 2023 : 23rd International Conference, Prague, Czech Republic, July 3-5, 2023, Proceedings, Part IV, 2023 [DOI: 10.1007/978-3-031-36027-5_40][COBISS: 158506499]
M. Jančič, M. Založnik, G. Kosec; A sharp-interface mesoscopic model for dendritic growth, 6th International Conference on Advances in Solidification Processes (ICASP-6) : 19/06/2022 - 24/06/2022, Le Bischenberg, IOP conference series. Materials science and engineering, 2023 [DOI: 10.1088/1757-899X/1274/1/012046][COBISS: 144808451]
M. Jančič, M. Rot, G. Kosec; Spatially-varying meshless approximation method for enhanced computational efficiency, Computational Science - ICCS 2023 : 23rd International Conference, Prague, Czech Republic, July 3-5, 2023, Proceedings, Part IV, 2023 [DOI: doi.org/10.1007/978-3-031-36027-5_39][COBISS: 158501123]
G. Kosec, M. Jančič; Hp-adaptive RBF-FD method, SIAM 2023 : SIAM Conference on Computational Science and Engineering (CSE23), February 7-March 3, 2023, [Amsterdam, The Netherlands], 2023 [COBISS: 144446467]

2022

F. Strniša, M. Jančič, G. Kosec; Meshless simulation of infinitesimal elastoplastic deformation of a 3D body, Proceedings of the Fourteenth International Conference on Computational Structures Technology : 23-25 August, 2022, Montpellier, 2022 [COBISS: 141486595]
M. Jančič, F. Strniša, G. Kosec; Implicit-explicit error indicator based on approximation order, 7th Multidisciplinary Conference on Computer and Energy Science, (SpliTech), hybrid, 5-8 July 2022, Split, Croatia, 2022 [COBISS: 118739203]
F. Strniša, M. Jančič, G. Kosec; A meshless solution of a small-strain plasticity problem, 2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO) : May 23-27, 2022, Opatija, Croatia, 2022 [DOI: 10.23919/MIPRO55190.2022.9803585][COBISS: 114153987]
M. Jančič, G. Kosec; A hybrid RBF-FD and WLS mesh-free strong-form approximation method, 7th Multidisciplinary Conference on Computer and Energy Science, (SpliTech), hybrid, 5-8 July 2022, Split, Croatia, 2022 [COBISS: 118737923]
M. Jančič, G. Kosec; Stability analysis of RBF-FD and WLS based local strong form meshless methods on scattered nodes, 2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO) : May 23-27, 2022, Opatija, Croatia, 2022 [DOI: 10.23919/MIPRO55190.2022.9803334][COBISS: 114047235]
A. Rashkovska, M. Jančič, M. Depolli, J. Kosmač, G. Kosec; Uncertainty assessment of dynamic thermal line rating for operational use at transmission system operators, IEEE transactions on power systems, vol. 37, 2022 [DOI: 10.1109/TPWRS.2022.3144740][COBISS: 95914243] ::

2021

M. Jančič, J. Slak, G. Kosec; p-refined RBF-FD solution of a Poisson problem, 6th Hybrid International Conference on Smart and Sustainable Technologies, September 8-11, 2021, Split and Bol, Croatia, 2021 [COBISS: 76379395]
M. Jančič, V. Cvrtila, G. Kosec; Discretized boundary surface reconstruction, MIPRO 2021 : 44th International Convention, September 27 - October 1, 2021, Opatija, Croatia, MIPRO ..., 2021 [COBISS: 85509635]
M. Jančič, J. Slak, G. Kosec; Monomial augmentation guidelines for RBF-FD from accuracy versus computational time perspective, Journal of scientific computing, vol. 87, 2021 [DOI: 10.1007/s10915-020-01401-y][COBISS: 52715011] ::

2020

G. Kosec, A. Rashkovska, M. Jančič, M. Depolli, J. Slak, B. Blažič, M. Ilkovski; Konceptualna rešitev ocenjevanja negotovosti dinamičnega termičnega toka kot rezultata DTR procesa : študija: Modul za izračun negotovosti rezultatov, 2020 [COBISS: 49848835]
M. Jančič, J. Slak, G. Kosec; GPU accelerated RBF-FD solution of poisson's equation, MIPRO 2020 : 43nd International Convention, September 28 - October 2, 2020, Opatija, Croatia, 2020 [DOI: 10.23919/MIPRO48935.2020.9245221][COBISS: 36556291]

2018

M. Jančič, J. Kocijan, B. Grašič; Identification of atmospheric variable using deep Gaussian processes, Proceedings of the 1st IFAC Workshop on Integrated Assessment Modelling for Environmental System, IAMES 2018, May 10-11, 2018, Brescia, Italy, IFAC papersOnline, vol. 51, 2018 [DOI: 10.1016/j.ifacol.2018.06.197][COBISS: 31482919]

2017

M. Jančič, E. Govekar, J. Kocijan; Identifikacija dinamičnih sistemov z globokimi Gaussovimi procesi : magistrsko delo študijskega programa II. stopnje, 2017 [COBISS: 31169319]

2016

M. Jančič, T. Žužek, M. Jezeršek, P. Gregorčič; Nadzor laserskega vrtanja z lasersko spektroskopijo plazme, Štekam, 2016 [COBISS: 14850843]