Publications

Exploiting Transformer-Based Networks and Boosting Algorithms for Ultralow Compressible Boride Design

Edirisuriya Siriwardane, Rongzhi Dong, Jianjun Hu, Deniz Cak
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

Achieving Fast Kinetics and Enhanced Li Storage Capacity for Ti3C2O2 by Intercalation of Quinone Molecules

Edirisuriya M. D. Siriwardane, Ilker Demiroglu, Cem Sevik, Deniz Çakır
Publication year: 2019

Strain–Spintronics: Modulating Electronic and Magnetic Properties of Hf2MnC2O2 MXene by Uniaxial Strain

Edirisuriya M. D. Siriwardane, Pragalv Karki, Yen Lee Loh, Deniz Çakır
Publication year: 2019

Enhanced Electrochemical Storage Properties of Na- and Mg-Intercalated B-Doped-Graphene Based Heterostructures and Bilayers

Edirisuriya M. D. Siriwardane, Deniz Çakır
Publication year: 2020

Revealing the Formation Energy–Exfoliation Energy–Structure Correlation of MAB Phases Using Machine Learning and DFT

Edirisuriya M. D. Siriwardane, Rajendra P. Joshi, Neeraj Kumar, Deniz Çakır
Publication year: 2020

Assessment of Sulfur-Functionalized MXenes for Li-Ion Battery Applications

Edirisuriya M. D. Siriwardane, Ilker Demiroglu, Cem Sevik, François M. Peeters, Deniz Çakır
Publication year: 2020

Engineering magnetic anisotropy and exchange couplings in double transition metal MXenes via surface defects

Edirisuriya M D Siriwardane, Pragalv Karki, Yen Lee Loh, Deniz Çakır
Publication year: 2020

First-Principles Investigation of Ti2CSO and Ti2CSSe Janus MXene Structures for Li and Mg Electrodes

Edirisuriya M. Dilanga Siriwardane, Jianjun Hu
Publication year: 2021

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

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

Nanolaminated Fe2AB2 and Mn2AB2 (A = Al,Si,Ga,In) materials and the assessment of their electronic correlations

Edirisuriya M. Dilanga Siriwardane, Turan Birol, Onur Erten, Deniz Çakır
Publication year: 2022

Data-driven deep generative design of stable spintronic materials

Edirisuriya M. Dilanga Siriwardane, Yong Zhao, Jianjun Hu
Publication year: 2023

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