Mojtaba Alaei m.alaei@iut.ac.ir Google Scholar Office Department of Physics Phone 031-33913704 Fax 031-33912376 Positions Department of Physics Research Interests Condensed Matter Physics Computational Physics Density Functional Theory Mojtaba Alaei type: Journal Title Conference / Journal Date Predicting the Curie temperature of magnetic materials with machine learning: Descriptor engineering, graph neural networks, and the role of curated data COMPUTATIONAL MATERIALS SCIENCE 2026-04 Experimental Exchange Interaction Dataset for Magnetic Materials: Spin Waves to MC Simulations Scientific Data 2025-11 1D transition metal oxide chains as a challenging model for ab initio calculations The Journal of Chemical Physics 2025-09 Optimizing supercell structures for Heisenberg exchange interaction calculations PHYSICAL REVIEW B 2025-04 Evaluating SCAN and r2SCAN meta-GGA functionals for predicting transition temperatures in antiferromagnetic materials PHYSICAL REVIEW B 2025-04 Origin of A-type antiferromagnetism and chiral split magnons in altermagnetic a-MnTe PHYSICAL REVIEW B 2025-03 Strain-tunable magnetic and magnonic states in Ni-dihalide monolayers PHYSICAL REVIEW MATERIALS 2024-11 Discovery of novel silicon allotropes with optimized band gaps to enhance solar cell efficiency through evolutionary algorithms and machine learning COMPUTATIONAL MATERIALS SCIENCE 2024-09 Predicting superconducting transition temperature through advanced machine learning and innovative feature engineering 2024-02 Driven charge density modulation by spin density wave and their coexistence interplay in SmFeAsO: A first-principles study 2024-02
