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Nele Moelans

KU Leuven

Belgium

Research Interests

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Professors in Belgium Professors in Condensed Matter Physics Condensed Matter Physics professors in Belgium

Articles (20)

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2026

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2025

Collaborators (7)

Joris Everaerts

Assistant Professor (tenure track)

University of Oxford

UNITED KINGDOM

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K Vijay Reddy

Assistant Professor

SR University

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Tomasz Tański

Prof

Silesian University of Technology

POLAND

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Anil Kunwar

Assistant Professor

Silesian University of Technology

POLAND

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Sweta Kumari

Assistant Professor

National Institute of Technology Warangal

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Anna Timofiejczuk

Silesian University of Technology

POLAND

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Kunok Chang

Assistant professor

Kyung Hee University - Global Campus

SOUTH KOREA

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Nele Moelans

Research Interests

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Articles (20)

Spatiotemporally learning the morphological and dynamic features of Au meltpool under different heat source types with phase-field informed U-Net framework

Influence of inclination-dependent grain boundary energy on microstructural evolution: A phase-field approach

Mechanisms of free surface and pre-grain-boundary wetting transitions in the Sn-Fe system

Decoding high-temperature activity coefficients in magnesium alloys through interpretable data-driven thermodynamics

Phase relationship of bismuth-antimony-tellurium ternary system

Physics-Guided Machine Learning for Enhanced Piezoelectric Performance in Electrospun PVDF/SnO2 Nanofibers

Self-diffusion coefficients in CaO–Al2O3–SiO2 melts: A high-throughput molecular dynamics approach

Roadmaps for dendrite suppression in next generation lithium-ion batteries: Toward sustainable energy solutions

Harnessing the power of α-Mg: Unveiling the matrix phase’s role in Mg alloys from structure to function

High-temperature activity coefficient prediction: Thermodynamic-Machine learning synergistic modeling of binary Mg-based alloy system at 500 °C

A non-isothermal multi-phase field approach to model the meltpool and IMC grains interaction in Ti-Au material

Activity coefficient of manganese in liquid lead-bismuth eutectic at 320–580 °C

Design of corrosion-resistant Mg-Zn/Gd-X alloys: Insights from theoretical calculations and experimental studies

Molecular dynamics studies of the structural and transport properties of CaO-Al2O3-SiO2 melts: Comparing the accuracy of the empirical force fields

Phase relationship investigation of Cerium-Germanium binary system

Features and classification of solid solution behavior of ternary Mg alloys

Effects of oxidation and reactions on reactive wetting behavior in liquid Al/solid Ni system

Kinetics of the Fe3O4-Fe2O3 reaction in liquid lead-bismuth eutectic

Foretelling microstructural interface with multi-generational convolutional-LSTM framework

Molecular statistics: A novel computationally efficient modeling approach to simulate thermodynamic properties of solid materials up to the melting point

Collaborators (7)

Joris Everaerts

K Vijay Reddy

Tomasz Tański

Anil Kunwar

Sweta Kumari

Anna Timofiejczuk

Kunok Chang

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