Materials Informatics and Artificial Intelligence Research Group

“Designing the materials of tomorrow through the power of data and intelligent algorithms.”

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Featured Publications

Influence of Stacking and Pressure on Bilayer and 3D Y2XT2 (X= C, N and T= O, F, Cl) MXenes

Buddi Oshada Vithanage, Deniz Çakır, Edirisuriya M. Dilanga Siriwardane
Publication year: 2025

Modulation of the electronic and magnetic properties of an MnCrNO2 ferromagnetic semiconductor MXene

Sudil Sandeepa Dewamuni, Buddi Oshada Vithanage, Deniz Çakır, Edirisuriya M. Dilanga Siriwardane
Publication year: 2024

Generative design of stable semiconductor materials using deep learning and density functional theory

Edirisuriya M. Dilanga Siriwardane, Yong Zhao, Indika Perera, Jianjun Hu
Publication year: 2022

Accurate Prediction of Voltage of Battery Electrode Materials Using Attention Based Graph Neural Networks

Edirisuriya Siriwardane, Steph-Yves Louis, Rajendra Joshi, Neeraj Kumar, Jianjun Hu
Publication year: 2021

Research Interests

  • 2D Materials
  • Battery Electrodes
  • Condensed Matter Physics
  • Artificial Intelligence
  • Machine Learning

Theoretical Condensed Matter Physics, Department of Physics, University fo Colombo