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2020 – today
- 2024
[j7]Arsenii Senokosov
, Alexander Sedykh, Asel Sagingalieva, Basil Kyriacou, Alexey Melnikov:
Quantum machine learning for image classification. Mach. Learn. Sci. Technol. 5(1): 15040 (2024)- 2023
- [i3]Arsenii Senokosov, Alexander Sedykh, Asel Sagingalieva, Alexey Melnikov:
Quantum machine learning for image classification. CoRR abs/2304.09224 (2023) - [i2]Alexander Sedykh, Maninadh Podapaka, Asel Sagingalieva, Nikita Smertyak, Karan Pinto, Markus Pflitsch, Alexey Melnikov:
Quantum physics-informed neural networks for simulating computational fluid dynamics in complex shapes. CoRR abs/2304.11247 (2023) - [i1]Asel Sagingalieva, Stefan Komornyik, Arsenii Senokosov, Ayush Joshi, Alexander Sedykh, Christopher Mansell, Olga Tsurkan, Karan Pinto, Markus Pflitsch, Alexey Melnikov:
Photovoltaic power forecasting using quantum machine learning. CoRR abs/2312.16379 (2023)
2010 – 2019
- 2019
- [j6]Wenyi Wang, Xiliang Yan, Linlin Zhao, Daniel P. Russo, Shenqing Wang, Yin Liu, Alexander Sedykh, Xiaoli Zhao, Bing Yan, Hao Zhu:
Universal nanohydrophobicity predictions using virtual nanoparticle library. J. Cheminformatics 11(1): 6:1-6:5 (2019) - 2018
- [j5]Yen S. Low, Vinicius M. Alves, Denis Fourches, Alexander Sedykh, Carolina Horta Andrade, Eugene N. Muratov, Ivan Rusyn, Alexander Tropsha:
Chemistry-Wide Association Studies (CWAS): A Novel Framework for Identifying and Interpreting Structure-Activity Relationships. J. Chem. Inf. Model. 58(11): 2203-2213 (2018) - 2014
- [j4]Brienne Sprague, Qian Shi, Marlene T. Kim, Liying Zhang, Alexander Sedykh, Eiichiro Ichiishi, Harukuni Tokuda, Kuo-Hsiung Lee, Hao Zhu:
Design, synthesis and experimental validation of novel potential chemopreventive agents using random forest and support vector machine binary classifiers. J. Comput. Aided Mol. Des. 28(6): 631-646 (2014) - [j3]Yen S. Low, Alexander Sedykh, Denis Fourches, Alexander Tropsha:
Chemistry-wide association studies (CWAS) to determine joint toxicity effects of co-occurring chemical features. J. Cheminformatics 6(S-1): 15 (2014) - 2013
- [j2]Liying Zhang, Denis Fourches, Alexander Sedykh, Hao Zhu, Alexander Golbraikh, Sean Ekins, Julie Clark, Michele C. Connelly, Martina Sigal, Dena Hodges, Armand Guiguemde, R. Kiplin Guy, Alexander Tropsha:
Discovery of Novel Antimalarial Compounds Enabled by QSAR-Based Virtual Screening. J. Chem. Inf. Model. 53(2): 475-492 (2013) - 2011
- [j1]Jui-Hua Hsieh, Shuangye Yin, Shubin Liu, Alexander Sedykh, Nikolay V. Dokholyan, Alexander Tropsha:
Combined Application of Cheminformatics- and Physical Force Field-Based Scoring Functions Improves Binding Affinity Prediction for CSAR Data Sets. J. Chem. Inf. Model. 51(9): 2027-2035 (2011)
Coauthor Index
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