Miha Rot
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for authorReceived his B.Sc. and M.Sc. in physics at the Faculty of Mathematics and Physics, University of Ljubljana. He is currently a PhD Student at the Jožef Stefan International Postgraduate School. His research interests include meshless methods, computational hydrodynamics and stabilisation schemes.
Products
DiTeR: Dynamic thermal line rating software
Medusa: coordinate free implementation of meshless methods
Projects
Hp-adaptive multiphysics simulations of nanoelectromechanical systems
Holistic Approach towards Empowerment of the DiGitalization of the Energy Ecosystem
Inertial effects on fluid flow in complex porous media
Advanced modelling of radio channels using ray-optical and numerical meshless methods
Downscaling meteorological variables over complex terrain
TRAFOFLEX - advanced concept of efficient use of transformers leveraging the DTR technology
Personal Bibliography
2026
M. Rot, Ž. Vaupotič, A. Kolar-Požun, G. Kosec;
Adaptive hyperviscosity stabilisation for the RBF-FD method in solving advection-dominated transport equations, Journal of computational physics, 2026 [DOI: 10.1016/j.jcp.2026.114828][COBISS: 272762115]
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
D. Strzelczyk, M. Rot, G. Kosec, M. Matyka;
Cross-validation of meshless Navier–Stokes solvers in porous media flows, Scientific reports, 2025 [DOI: 10.1038/s41598-025-05272-x][COBISS: 252100355] ::
M. Rot, G. Kosec;
Refined radial basis function-generated finite difference analysis of non-Newtonian natural convection, Physics of fluids, vol. 37, 2025 [DOI: 10.1063/5.0257896][COBISS: 230006531] ::
G. Golob, M. Rot, G. Kosec;
Issues with accurate boundary representation in oversampled meshless methods, 2025 MIPRO : 48th ICT and Electronics Convention, 2025 [DOI: 10.1109/MIPRO65660.2025.11131979][COBISS: 248252163]
J. Vehovar, M. Rot, G. Kosec;
Performance trade-offs of high order meshless approximation on distributed memory systems, 2025 MIPRO : 48th ICT and Electronics Convention, 2025 [DOI: 10.1109/MIPRO65660.2025.11131847][COBISS: 248355587]
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] ::
M. Jančič, M. Depolli, A. Kolar-Požun, M. Rot, A. Rogan, M. Mohorčič, G. Kosec;
Microscale meteorological models over complex terrain, 2024 [COBISS: 189639171]
D. Strzelczyk, M. Rot, G. Kosec, M. Matyka;
On h-refined meshless solution to Navier-Stokes problem in porous media : comparing meshless Lattice Boltzman Method with ACM RBF-FD approach, ArXiv.org, 2024 [DOI: 10.48550/arXiv.2404.14195][COBISS: 234709507]
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] ::
Ž. Vaupotič, M. Rot, G. Kosec;
Hyperviscosity stabilisation of the RBF-FD solution to natural convection, Eurotherm 2024 : 9th European Thermal Sciences Conference, 10/06/2024 - 13/06/2024, Lake Bled, Slovenia, Journal of physics. Conference series, 2024 [DOI: 10.1088/1742-6596/2766/1/012160][COBISS: 199502083]
Ž. Vaupotič, M. Rot, G. Kosec;
Properties and benefits of using a hybrid RBF approximation for hyperviscosity stabilisation, 6th Dolomites Workshop on Constructive Approximation and Applications : Alba di Canazei (TN) - Italy, 09-13 September 2024, 2024 [COBISS: 251272451]
M. Rot, G. Kosec;
Comparing stabilisation methods for RBF-FD method applied to pure advection, Eurotherm 2024 : book of abstracts, 2024 [COBISS: 199504387]
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] ::
D. Strzelczyk, M. Rot;
Meshless Lattice Boltzmann Method for pore-scale porous media flow and parameters calculation, InterPore2023 : 15th annual meeting & short courses, 2023 [COBISS: 175075843]
A. Souvent, M. Rot, T. Gradnik, A. Špec, P. Koprivc, N. Petrovič, G. Omahen, G. Kosec;
Advanced concept of efficient use of transformers leveraging the dynamic thermal rating technology, CIRED 2023 : 27th International Conference on Electricity Distribution, 2023 [DOI: 10.1049/icp.2023.1114][COBISS: 162046723]
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]
A. Souvent, A. Špec, P. Koprivc, V. Mauko, N. Petrovič, G. Omahen, T. Gradnik, M. Rot, G. Kosec;
Projekt TrafoFlex - napreden koncept učinkovite izrabe distribucijskih transformatorjev z uporabo tehnologije DTR, Referati in predstavitve 16. konference slovenskih elektroenergetikov CIGRE-CIRED : [Bled, Rikli Balance, 2023 [COBISS: 161958659]
G. Kosec, M. Rot;
Poročilo o razvoju DTM modela z upoštevanjem različnih tipov stavbe TP in z bolj podrobnim upoštevanjem vremenskih pogojev, 2023 [COBISS: 189644291]
2022
M. Depolli, A. Kolar-Požun, A. Rashkovska, M. Rot, G. Kosec;
Napovedovanje vzdrževalnih posegov regulacijskega stikala z napredno analitiko, 2022 [COBISS: 142467587]
M. Rot, A. Rashkovska;
Meshless method stencil evaluation with machine learning, 2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO) : May 23-27, 2022, Opatija, Croatia, 2022 [DOI: 10.23919/MIPRO55190.2022.9803651][COBISS: 114177795]
M. Rot, M. Horvat, G. Kosec;
Dynamic mode decomposition as an analysis tool for time-dependent partial differential equations, 7th Multidisciplinary Conference on Computer and Energy Science, (SpliTech), hybrid, 5-8 July 2022, Split, Croatia, 2022 [DOI: 10.23919/SpliTech55088.2022.9854243][COBISS: 118740995]
V. Cvrtila, M. Rot;
Reconstruction of surfaces given by point clouds, 2022 45th Jubilee International Convention on Information, Communication and Electronic Technology (MIPRO) : May 23-27, 2022, Opatija, Croatia, 2022 [DOI: 10.23919/MIPRO55190.2022.9803521][COBISS: 114176003]
2021
M. Rot, G. Kosec;
Natural convection of non-newtonian fluids in a differentially heated closed cavity, MIPRO 2021 : 44th International Convention, September 27 - October 1, 2021, Opatija, Croatia, MIPRO ..., 2021 [DOI: 10.23919/MIPRO52101.2021.9597135][COBISS: 85507587]
2020
M. Rot, M. Horvat, G. Kosec;
Modalna dekompozicija naravne konvekcije v nenewtonskih tekočinah : magistrsko delo, 2020 [COBISS: 31313155] ::
2019
M. Rot;
Quantum machine learning, Matrika : izbrane teme sodobne fizike in matematike, letn. 6, 2019 [COBISS: 3353700]
2018
M. Rot;
Perkolacija, Matrika : izbrane teme sodobne fizike in matematike, letn. 5, 2018 [COBISS: 3204708]