{"id":9,"date":"2025-01-22T05:44:31","date_gmt":"2025-01-22T05:44:31","guid":{"rendered":"https:\/\/www.res.cmb.ac.lk\/physics\/matinforai\/?page_id=9"},"modified":"2026-02-27T13:23:16","modified_gmt":"2026-02-27T13:23:16","slug":"home-page","status":"publish","type":"page","link":"https:\/\/www.res.cmb.ac.lk\/physics\/matinforai\/","title":{"rendered":"Materials Informatics and Artificial Intelligence Research Group"},"content":{"rendered":"

[vc_section content_placement=”bottom” css=”.vc_custom_1771695636259{border-radius: 3px !important;}” el_id=”top”][vc_row][vc_column width=”1\/4″][vc_single_image image=”337″ alignment=”center”][\/vc_column][vc_column width=”3\/4″][vc_wp_text]<\/p>\n

“Designing the materials of tomorrow through the power of data and intelligent algorithms.”<\/h1>\n

[\/vc_wp_text][\/vc_column][\/vc_row][vc_row][vc_column][vc_separator color=”sky” border_width=”3″][\/vc_column][\/vc_row][\/vc_section][vc_row][vc_column width=”2\/3″]

Upcoming Events<\/h1>\n[vc_tta_pageable no_fill_content_area=”1″ autoplay=”20″ active_section=”1″ pagination_style=”outline-square” pagination_color=”orange” tab_position=”top”][vc_tta_section title=”Event 1″ tab_id=”1771673758819-3b1b58c3-a810″][vc_single_image image=”268″ img_size=”full” alignment=”center”][\/vc_tta_section][vc_tta_section title=”Event 2″ tab_id=”1771674364507-41588645-c1c8″][vc_single_image image=”269″ img_size=”full” alignment=”center”][\/vc_tta_section][\/vc_tta_pageable]<\/div>[\/vc_column][vc_column width=”1\/3″]

Featured Publications<\/h2>

Influence of Stacking and Pressure on Bilayer and 3D Y2XT2 (X= C, N and T= O, F, Cl) MXenes<\/a><\/h4>
Buddi Oshada Vithanage, Deniz \u00c7ak\u0131r, Edirisuriya M. Dilanga Siriwardane<\/div>
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Publication year: 2025<\/div><\/div><\/div>
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Modulation of the electronic and magnetic properties of an MnCrNO2 ferromagnetic semiconductor MXene<\/a><\/h4>
Sudil Sandeepa Dewamuni, Buddi Oshada Vithanage, Deniz \u00c7ak\u0131r, Edirisuriya M. Dilanga Siriwardane<\/div>
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Publication year: 2024<\/div><\/div><\/div>
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Generative design of stable semiconductor materials using deep learning and density functional theory<\/a><\/h4>
Edirisuriya M. Dilanga Siriwardane, Yong Zhao, Indika Perera, Jianjun Hu <\/div>
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Publication year: 2022<\/div><\/div><\/div>
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Accurate Prediction of Voltage of Battery Electrode Materials Using Attention Based Graph Neural Networks<\/a><\/h4>
Edirisuriya Siriwardane, Steph-Yves Louis, Rajendra Joshi, Neeraj Kumar, Jianjun Hu<\/div>
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Publication year: 2021<\/div><\/div><\/div>
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Research Interests<\/h1>\n
  • 2D Materials<\/li>
  • Battery Electrodes<\/li>
  • Condensed Matter Physics<\/li>
  • Artificial Intelligence<\/li>
  • Machine Learning<\/li><\/ul><\/div>[\/vc_column][\/vc_row][vc_row][vc_column][vc_separator color=”sky”][\/vc_column][\/vc_row][vc_row][vc_column width=”5\/6″]

    Theoretical Condensed Matter Physics, Department of Physics, University fo Colombo<\/h4>\n[\/vc_column][vc_column width=”1\/6″][vc_btn title=”” color=”primary” size=”lg” i_icon_fontawesome=”fa fa-arrow-up” add_icon=”true” link=”url:https%3A%2F%2Fwww.res.cmb.ac.lk%2Fphysics%2Fmatinforai%2F%23top|||”][\/vc_column][\/vc_row]<\/p>\n","protected":false},"excerpt":{"rendered":"

    [vc_section content_placement=”bottom” css=”.vc_custom_1771695636259{border-radius: 3px !important;}” el_id=”top”][vc_row][vc_column width=”1\/4″][vc_single_image image=”337″ alignment=”center”][\/vc_column][vc_column width=”3\/4″][vc_wp_text] “Designing the materials of tomorrow through the power of data […]<\/p>\n","protected":false},"author":2,"featured_media":0,"parent":0,"menu_order":0,"comment_status":"closed","ping_status":"closed","template":"","meta":[],"_links":{"self":[{"href":"https:\/\/www.res.cmb.ac.lk\/physics\/matinforai\/wp-json\/wp\/v2\/pages\/9"}],"collection":[{"href":"https:\/\/www.res.cmb.ac.lk\/physics\/matinforai\/wp-json\/wp\/v2\/pages"}],"about":[{"href":"https:\/\/www.res.cmb.ac.lk\/physics\/matinforai\/wp-json\/wp\/v2\/types\/page"}],"author":[{"embeddable":true,"href":"https:\/\/www.res.cmb.ac.lk\/physics\/matinforai\/wp-json\/wp\/v2\/users\/2"}],"replies":[{"embeddable":true,"href":"https:\/\/www.res.cmb.ac.lk\/physics\/matinforai\/wp-json\/wp\/v2\/comments?post=9"}],"version-history":[{"count":178,"href":"https:\/\/www.res.cmb.ac.lk\/physics\/matinforai\/wp-json\/wp\/v2\/pages\/9\/revisions"}],"predecessor-version":[{"id":381,"href":"https:\/\/www.res.cmb.ac.lk\/physics\/matinforai\/wp-json\/wp\/v2\/pages\/9\/revisions\/381"}],"wp:attachment":[{"href":"https:\/\/www.res.cmb.ac.lk\/physics\/matinforai\/wp-json\/wp\/v2\/media?parent=9"}],"curies":[{"name":"wp","href":"https:\/\/api.w.org\/{rel}","templated":true}]}}