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<dblpperson name="Andrij Vasylenko" pid="313/2933" n="5">
<person key="homepages/313/2933" mdate="2022-02-10">
<author pid="313/2933">Andrij Vasylenko</author>
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<r><inproceedings key="conf/bdc/UrsaniAADRSUV25" mdate="2026-02-03">
<author orcid="0000-0002-2972-4024" pid="44/10683">Ziauddin Ursani</author>
<author orcid="0000-0003-1893-7785" pid="261/9351">Dmytro Antypov</author>
<author orcid="0000-0002-5683-4106" pid="17/6670">Katie Atkinson</author>
<author orcid="0000-0002-4923-3003" pid="89/7287">Matthew S. Dyer</author>
<author orcid="0000-0002-1910-2483" pid="261/9551">Matthew J. Rosseinsky</author>
<author orcid="0000-0002-9093-9518" pid="38/5198">Sven Schewe</author>
<author orcid="0000-0001-6260-9477" pid="89/4648">Ahsan Ahmad Ursani</author>
<author orcid="0000-0002-6933-0628" pid="313/2933">Andrij Vasylenko</author>
<title>Evolutionary Train-Test Split for Hierarchical Monte Carlo Ensemble.</title>
<pages>3:1-3:9</pages>
<year>2025</year>
<booktitle>BDCAT</booktitle>
<ee>https://doi.org/10.1145/3773276.3774284</ee>
<crossref>conf/bdc/2025</crossref>
<url>db/conf/bdc/bdcat2025.html#UrsaniAADRSUV25</url>
</inproceedings>
</r>
<r><article publtype="informal" key="journals/corr/abs-2510-23181" mdate="2025-11-17">
<author pid="313/2933">Andrij Vasylenko</author>
<author pid="393/2981">Federico Ottomano</author>
<author pid="362/0754">Christopher M. Collins 0003</author>
<author pid="57/4020">Rahul Savani</author>
<author pid="89/7287">Matthew S. Dyer</author>
<author pid="261/9551">Matthew J. Rosseinsky</author>
<title>Physics-informed diffusion models for extrapolating crystal structures beyond known motifs.</title>
<year>2025</year>
<month>October</month>
<volume>abs/2510.23181</volume>
<journal>CoRR</journal>
<ee type="oa">https://doi.org/10.48550/arXiv.2510.23181</ee>
<url>db/journals/corr/corr2510.html#abs-2510-23181</url>
<stream>streams/journals/corr</stream>
</article>
</r>
<r><inproceedings key="conf/icmla/UrsaniAACDRSV24" mdate="2025-03-27">
<author pid="44/10683">Ziauddin Ursani</author>
<author pid="261/9351">Dmytro Antypov</author>
<author pid="17/6670">Katie Atkinson</author>
<author pid="214/2105">Judith Clymo</author>
<author pid="89/7287">Matthew S. Dyer</author>
<author pid="261/9551">Matthew J. Rosseinsky</author>
<author pid="38/5198">Sven Schewe</author>
<author pid="313/2933">Andrij Vasylenko</author>
<title>The Theory of Probabilistic Hierarchical Supervised Ensemble Learning.</title>
<pages>1182-1187</pages>
<year>2024</year>
<booktitle>ICMLA</booktitle>
<ee>https://doi.org/10.1109/ICMLA61862.2024.00182</ee>
<crossref>conf/icmla/2024</crossref>
<url>db/conf/icmla/icmla2024.html#UrsaniAACDRSV24</url>
<stream>streams/conf/icmla</stream>
</inproceedings>
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<r><inproceedings key="conf/icmla/UrsaniAACDRSV24a" mdate="2025-03-27">
<author pid="44/10683">Ziauddin Ursani</author>
<author pid="261/9351">Dmytro Antypov</author>
<author pid="17/6670">Katie Atkinson</author>
<author pid="214/2105">Judith Clymo</author>
<author pid="89/7287">Matthew S. Dyer</author>
<author pid="261/9551">Matthew J. Rosseinsky</author>
<author pid="38/5198">Sven Schewe</author>
<author pid="313/2933">Andrij Vasylenko</author>
<title>Hierarchical Supervised Monte Carlo Ensemble Learning.</title>
<pages>1764-1771</pages>
<year>2024</year>
<booktitle>ICMLA</booktitle>
<ee>https://doi.org/10.1109/ICMLA61862.2024.00272</ee>
<crossref>conf/icmla/2024</crossref>
<url>db/conf/icmla/icmla2024.html#UrsaniAACDRSV24a</url>
<stream>streams/conf/icmla</stream>
</inproceedings>
</r>
<r><article publtype="informal" key="journals/corr/abs-2202-01051" mdate="2022-02-10">
<author pid="313/2933">Andrij Vasylenko</author>
<author pid="261/9351">Dmytro Antypov</author>
<author pid="86/8147">Vladimir V. Gusev</author>
<author pid="313/2905">Michael W. Gaultois</author>
<author pid="89/7287">Matthew S. Dyer</author>
<author pid="261/9551">Matthew J. Rosseinsky</author>
<title>Element selection for functional materials discovery by integrated machine learning of atomic contributions to properties.</title>
<year>2022</year>
<volume>abs/2202.01051</volume>
<journal>CoRR</journal>
<ee type="oa">https://arxiv.org/abs/2202.01051</ee>
<url>db/journals/corr/corr2202.html#abs-2202-01051</url>
</article>
</r>
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<co c="0"><na f="a/Atkinson:Katie" pid="17/6670">Katie Atkinson</na></co>
<co c="0"><na f="c/Clymo:Judith" pid="214/2105">Judith Clymo</na></co>
<co c="0"><na f="c/Collins_0003:Christopher_M=" pid="362/0754">Christopher M. Collins 0003</na></co>
<co c="0"><na f="d/Dyer:Matthew_S=" pid="89/7287">Matthew S. Dyer</na></co>
<co c="0"><na f="g/Gaultois:Michael_W=" pid="313/2905">Michael W. Gaultois</na></co>
<co c="0"><na f="g/Gusev:Vladimir_V=" pid="86/8147">Vladimir V. Gusev</na></co>
<co c="0"><na f="o/Ottomano:Federico" pid="393/2981">Federico Ottomano</na></co>
<co c="0"><na f="r/Rosseinsky:Matthew_J=" pid="261/9551">Matthew J. Rosseinsky</na></co>
<co c="0"><na f="s/Savani:Rahul" pid="57/4020">Rahul Savani</na></co>
<co c="0"><na f="s/Schewe:Sven" pid="38/5198">Sven Schewe</na></co>
<co c="0"><na f="u/Ursani:Ahsan_Ahmad" pid="89/4648">Ahsan Ahmad Ursani</na></co>
<co c="0"><na f="u/Ursani:Ziauddin" pid="44/10683">Ziauddin Ursani</na></co>
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