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Roderick Melnik

Wilfrid Laurier University

75 University Ave W

waterloo, N2L 3C5

Canada

SCHOLARLY PAPERS

9

DOWNLOADS

338

TOTAL CITATIONS

0

Scholarly Papers (9)

1.

Machine Learning for Shape Memory Graphene Nanoribbons and Applications in Biomedical Engineering

León, C.; Melnik, R. Machine Learning for Shape Memory Graphene Nanoribbons and Applications in Biomedical Engineering. Bioengineering 2022, 9, 90. https://doi.org/10.3390/bioengineering9030090
Number of pages: 20 Posted: 29 Jul 2023
Carlos Leon and Roderick Melnik
Wilfrid Laurier University and Wilfrid Laurier University
Downloads 65 (961,006)

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shape memory effects; DFT calculations; physics-based multiscale modelling; data-driven dynamic environments; knowledge engineering and machine learning; critical size of nanostructures; first-principles studies; biomedical applications; moment tensor potentials; phase transformations; physics-infor

2.

Screening Energetically Stable Structures in Solid-State Ionics Applications

Number of pages: 54 Posted: 20 Feb 2026
University of the Basque Country, Basque Center for Applied Mathematics, Basque Center for Applied Mathematics, Basque Center for Applied Mathematics, affiliation not provided to SSRN, Wilfrid Laurier University and Basque Center for Applied Mathematics
Downloads 48 (1,145,425)

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Structure Optimization, Heuristic Algorithms, Simulated Annealing, Solid-State Ionics, Aliovalent Doping

3.

Phase-Field Thermo-Electromechanical Modelling of Lead-Free Bnt-Based Piezoelectric Materials

Number of pages: 36 Posted: 09 Nov 2024
Wilfrid Laurier University, Wilfrid Laurier University, University of Seville, University of Seville and University of Seville
Downloads 38 (1,222,651)

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Phase-field modelling, spontaneous polarization, thermo-electromechanical modelling, complex phase structure, lead-free haptic devices, micro-domain switching, human-computer interface.

4.

Frequency Response of the Diffuse-Charge Dynamics in Electrochemical Systems with a Graphene Electrode

Number of pages: 14 Posted: 30 Apr 2024
Mahdi Yavarian, Roderick Melnik and Zoran L. Mišković
University of Waterloo, Wilfrid Laurier University and University of Waterloo
Downloads 35 (1,263,436)

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EIS, impedance, sensitivity, graphene electrode, graphene-electrolyte interfaces, frequency response, matched asymptotic expansion

5.

Closed-Form Expressions for Computing Flexoelectric Coefficients in Textured Polycrystalline Dielectrics

Number of pages: 24 Posted: 23 Mar 2023
affiliation not provided to SSRN, Wilfrid Laurier University, University of Seville, University of Seville and University of Seville
Downloads 35 (1,249,711)

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Voigt average, Crystallographic and texture symmetry, Barium titanate poly- crystals, Wigner-D functions, Orientation distribution function.

6.

Modeling of Charging Dynamics in Electrochemical Systems with Agraphene Electrode

Number of pages: 10 Posted: 11 Mar 2023
Mahdi Yavarian, Roderick Melnik and Zoran L. Mišković
University of Waterloo, Wilfrid Laurier University and University of Waterloo
Downloads 35 (1,249,711)

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EIS, ECS, Graphene, quantum capacitance, knee frequency

7.

Bayesian Approaches for Revealing Complex Neural Network Dynamics in Parkinson's Disease

Number of pages: 22 Posted: 03 Dec 2024
Hina Shaheen and Roderick Melnik
University of Manitoba and Wilfrid Laurier University
Downloads 31 (1,304,549)

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Brain networks, Machine learning, Laplacian operator, Neural dynamics, Wiener process, Neurodegenerative disorders, data-driven methods, approximate Bayesian computation technique, parameter estimation, Markov Chain Monte Carlo method, posterior distributi

8.

Improving the Performance of Lead-Free Piezoelectric Composites by Using Polycrystalline Inclusions and Tuning the Dielectric Matrix Environment

Smart Materials and Structures, Volume 28, Number 7, June 2019
Number of pages: 24 Posted: 21 Jun 2024
Wilfrid Laurier University, University of Seville, Universidad de Málaga - Escuela de Ingenierías Industriales, Wilfrid Laurier University, University of Seville and University of Seville
Downloads 30 (1,359,097)

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lead-free piezoelectric, piezoelectric composite, polycrystal, orientation, 3D printing, multiscale design and homogenization, coupled problems, finite element analysis, smart materials, network of contacts

9.

Lead-free piezocomposites with CNT-modified matrices: Accounting for agglomerations and molecular defects

Composite Structures, Volume 224, 15 September 2019, 111033
Number of pages: 25 Posted: 21 Feb 2024
Wilfrid Laurier University, University of Seville, Universidad de Málaga - Escuela de Ingenierías Industriales, Wilfrid Laurier University, University of Seville and University of Seville
Downloads 21 (1,436,435)

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Lead-free piezoelectric, Composite, Polycrystal, 3D printing, Carbon nanotube, Agglomeration, Atomic defect, Multiscale design and homogenization, Coupled problems, Finite element analysis, Smart materials, Network of contacts