Mitja Jančič
+38614773948
ResearchGate page
Google Scholar page
Cobiss search
for author
LinkedIn profile
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
2026
M. Chen, Y. Lu, L. Cheng, R. Zhu, K. Tao, Y. Li, M. Wahab;
Lightweight underwater acoustic time-frequency separation network for efficient marine target recognition, Ocean Engineering, vol. 343, 2026 [DOI: 10.1016/j.oceaneng.2025.123234] ::
M. Chen, Y. Lu, L. Cheng, R. Zhu, K. Tao, Y. Li, M. Wahab;
Lightweight underwater acoustic time-frequency separation network for efficient marine target recognition, Ocean Engineering, vol. 343, 2026 [DOI: 10.1016/j.oceaneng.2025.123234] ::
Q. Xiao, C. Wang, Y. Wu, G. Chen, L. Wang, M. Wahab;
Understanding fretting fatigue in dovetail joints: Slip accumulation, stick-slip evolution, joint angle and crack initiation, Tribology International, vol. 214, 2026 [DOI: 10.1016/j.triboint.2025.111368] ::
P. Hung, H. Nguyen-Xuan, M. Wahab, C. Thai, P. Phung-Van;
Flexoelectricity effects on smart piezoelectric nanoplates using an isogeometric analysis-based Chebyshev shear deformation theory, Computers and Structures, vol. 320, 2026 [DOI: 10.1016/j.compstruc.2025.108033] ::
H. Zahran, A. Zinovev, D. Terentyev, A. Aouf, M. Wahab;
A deep learning approach to predict cyclic softening behaviour of irradiated and non-irradiated RAFM steels under low cycle fatigue, European Journal of Mechanics / A Solids, vol. 117, 2026 [DOI: 10.1016/j.euromechsol.2026.106021] ::
Y. Zhang, D. Chen, Y. Wu, L. Wang, M. Wahab;
Cross-configuration assessment of functionally graded adhesives in single-lap joints via an elastoplastic ductile-damage framework, International Journal of Adhesion and Adhesives, vol. 147, 2026 [DOI: 10.1016/j.ijadhadh.2026.104285] ::
C. Thai, P. Hung, M. Wahab, P. Phung-Van;
Isogeometric evaluation of higher-order shear deformation theories for functionally graded magneto-electro-elastic nanoplates under nonlocal strain gradient elasticity, Engineering Analysis with Boundary Elements, vol. 188, 2026 [DOI: 10.1016/j.enganabound.2026.106745] ::
Y. Ma, Q. Yang, R. Zhu, Y. Li, M. Wahab;
Underwater Image Enhancement Via Dual-Path Frequency-Domain Fusion Network, IEEE Transactions on Circuits and Systems for Video Technology, 2026 [DOI: 10.1109/TCSVT.2026.3676253] ::
Y. Lu, Z. Zhu, Y. Li, H. Liu, J. Hou, C. Zhou, M. Wahab;
LDS-former: A lightweight dual-stream transformer for real-time acoustic emission monitoring of crack evolution in offshore steel structures, Advanced Engineering Informatics, vol. 74, 2026 [DOI: 10.1016/j.aei.2026.104635] ::
M. Wahab;
Ballistic performance of a novel auxetic core in sandwich structures under impact loading, Jnl of Sandwich Structures & Materials, 2026 ::
Z. Wang, J. Liu, K. Li, X. Fang, M. Wahab, Z. Cai;
Combined laser shock peening and shot peening for improving fretting wear and low-cycle fatigue performance of Ti-6Al-4V, Optics and Laser Technology, vol. 203, 2026 [DOI: 10.1016/j.optlastec.2026.115900] ::
2025
F. Strniša, M. Jančič, G. Kosec;
Numerical analysis of small-strain elasto-plastic deformation using local radial basis function approximation with Picard iteration, Applied mathematical modelling, vol. 137, 2025 [DOI: 10.1016/j.apm.2024.115714][COBISS: 208700163] ::
S. Qin, J. Huang, S. Li, Y. Zhou, M. Wahab;
Novel two-stage adaptive weight coefficients for Finite Element Model Updating of a cable-stayed bridge via sensitivity analysis and Kriging model, Mechanical Systems and Signal Processing, vol. 231, 2025 [DOI: 10.1016/j.ymssp.2025.112674] ::
L. Ho, T. Bui-Tien, M. Wahab;
A two-step failure identification approach using a stochastic optimization-based ensemble learning model for beams without pristine data, Engineering Structures, vol. 334, 2025 [DOI: 10.1016/j.engstruct.2025.120253] ::
Q. Xiao, C. Wang, B. Ahmed, D. Wang, Z. Cai, L. Wang, M. Wahab;
Prediction of fretting fatigue lifetime of dovetail joints using a Modified Theory of Critical Distances, Tribology International, vol. 209, 2025 [DOI: 10.1016/j.triboint.2025.110728] ::
C. Li, S. Han, C. Wang, A. Amanov, L. Wang, M. Wahab;
A multiscale finite element approach to analyse the effect of shot peening-induced surface roughness on fretting fatigue crack initiation, Results in Engineering, vol. 26, 2025 [DOI: 10.1016/j.rineng.2025.104998] ::
X. Fang, Z. Wang, M. Wahab, J. Gong, X. Liu, X. Liu, Z. Cai;
Fretting wear mechanism of GH4169 dovetail joint specimens treated with hybrid laser shock peening, Tribology International, vol. 209, 2025 [DOI: 10.1016/j.triboint.2025.110740] ::
J. Liu, X. Wang, A. Zinovev, D. Terentyev, L. Wang, M. Wahab;
A modified low cycle fatigue Chaboche model for irradiation hardening behaviour of EUROFER97 at elevated temperatures, European Journal of Mechanics / A Solids, vol. 114, 2025 [DOI: 10.1016/j.euromechsol.2025.105737] ::
Y. Guo, G. Kosec, L. Wang, M. Wahab;
A Transfer Learning method for deep drawing force prediction of sheet metal, European Journal of Mechanics / A Solids, vol. 114, 2025 [DOI: 10.1016/j.euromechsol.2025.105780] ::
Y. Zhou, F. Yao, Y. Wang, C. Bai, S. Liu, M. Wahab;
Free vibration of orthotropic rectangular mindlin plates via spectral element model under arbitrary boundary conditions, Thin-Walled Structures, vol. 216, 2025 [DOI: 10.1016/j.tws.2025.113679] ::
C. Wang, Q. Xiao, Y. Guo, G. Chen, L. Wang, M. Wahab;
Fretting fatigue crack propagation lifetime estimation using Long Short-Term Memory network, Engineering Fracture Mechanics, vol. 327, 2025 [DOI: 10.1016/j.engfracmech.2025.111420] ::
H. Zahran, A. Zinovev, D. Terentyev, A. Aouf, M. Wahab;
Low cycle fatigue life prediction for neutron-irradiated and nonirradiated RAFM steels via machine learning, Fusion Engineering and Design, vol. 221, 2025 [DOI: 10.1016/j.fusengdes.2025.115394] ::
A. Milan, M. Ayatollahi, R. Faal, M. Wahab;
Mixed-mode problem of multiple interacting embedded and edge cracks in a piezoelectric strip under in-plane electro-mechanical loadings, Acta Mechanica, 2025 [DOI: 10.1007/s00707-025-04465-9] ::
I. Katili, S. Natarajan, M. Wahab, S. Widyatmoko;
DSQK finite element with assumed orthogonality bending energy and mixed transverse shear strains for thermal buckling analysis of three-layer functionally graded sandwich plates, Composite Structures, vol. 372, 2025 [DOI: 10.1016/j.compstruct.2025.119615] ::
Z. Han, Y. Li, M. Wahab;
Polynomial chaos expansion-driven Bayesian inference for multi-parameter identification of large-span curved footbridge, Structures, vol. 80, 2025 [DOI: 10.1016/j.istruc.2025.110035] ::
B. Ahmed, C. Wang, D. Wang, Y. Zhou, L. Wang, M. Wahab;
Fretting fatigue crack initiation behaviour of Ti-6Al-4V and IN-100 alloys at elevated temperatures, International Journal of Solids and Structures, vol. 322, 2025 [DOI: 10.1016/j.ijsolstr.2025.113633] ::
J. Yuan, Y. Zhou, Y. Zhang, M. Wahab;
A large-stroke and adjustable-load magnetic quasi-zero stiffness isolator, Mechanical Systems and Signal Processing, vol. 239, 2025 [DOI: 10.1016/j.ymssp.2025.113326] ::
P. Hung, M. Wahab, P. Phung-Van, C. Thai;
A refined size-dependent modified strain gradient analysis of graphene platelet-reinforced functionally graded triply periodic minimal surface microplates using isogeometric analysis, Engineering Analysis with Boundary Elements, vol. 180, 2025 [DOI: 10.1016/j.enganabound.2025.106442] ::
X. Zhang, Q. Zhao, H. Zhang, Z. Zhai, X. Chen, Y. Hu, Z. Han, N. Zhang, Y. Gui, M. Wahab;
Crystal plasticity-based intergranular facture simulation of AA 5083 aluminum alloy for tri-junction grain boundary, International Journal of Fracture, 2025 [DOI: 10.1007/s10704-025-00892-w] ::
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] ::
A. Kolar-Požun, M. Jančič, G. Kosec;
A superconvergence result in the RBF-FD method, Eurotherm 2024 : 9th European Thermal Sciences Conference, 10/06/2024 - 13/06/2024, Lake Bled, Slovenia, Journal of physics. Conference series, 2024 [DOI: 10.1088/1742-6596/2766/1/012161][COBISS: 199502595]
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. 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] ::
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]
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
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] ::
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, 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;
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, 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]
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]
V. Štampfl, M. Jančič;
Tekmovalne licence za telebane, Ikar : revija za zmajarje in jadralne padalce, 2022 [COBISS: 229015299]
2021
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] ::
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]
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]