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Location: Australia
Work interests: Molecular design, Artificial intelligence, drug discovery, biomaterials discovery, informatics, complex systems, computational chemistry
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Favourite publications: 1. Alexander, D.; Tropsha, A.; Winkler, D.A. Beware of R2: correct statistical usage in QSAR and QSPR studies, J. Chem. Inf. Model. 2015; 55(7): 1316–1322. 2. Autefage, H.; Gentleman, E.; Winkler, D.A.: Burden, F.R.; Stevens, M. Sparse feature selection methods identify unexpected global cellular response to strontium-containing materials. Proc. Natl. Acad. Sci. USA 2015; 112(14):4280-4285. 3. Celiz, A. D.; Smith, J. G. W.; Langer, R.; Anderson, D. G.; Barrett, D. A.; Young, L. E.; Winkler, D.A.; Davies, M. C.; Denning, C.; Alexander M. R. Materials for the Stem Cell Factories of the Future. Nature Mater. 2014; 13:570-579. 4. Wang, X.; Haylock, D.; Hu, C.S.; Mosoyan, G.; Jiang, T.; Qiu, J.; Tarasova, A.; Winkler, D.A.; Hoffman, R.A. A Thrombopoietin Receptor Antagonist Is Capable of Depleting Myelofibrosis Hematopoietic Stem and Progenitor Cells, Blood, 2016; 127(26): 3398-3409. 5. Le, T.C; Winkler, D.A. Discovery and optimization of materials using evolutionary approaches. Chem. Rev. 2016;116 (10), 6107–6132.
Work interests: Molecular design, Artificial intelligence, drug discovery, biomaterials discovery, informatics, complex systems, computational chemistry
Affiliation/website:
Preferred contact method: Reply to post in blog/forum/group
Preferred contact language(s): English
Contact:
Favourite publications: 1. Alexander, D.; Tropsha, A.; Winkler, D.A. Beware of R2: correct statistical usage in QSAR and QSPR studies, J. Chem. Inf. Model. 2015; 55(7): 1316–1322. 2. Autefage, H.; Gentleman, E.; Winkler, D.A.: Burden, F.R.; Stevens, M. Sparse feature selection methods identify unexpected global cellular response to strontium-containing materials. Proc. Natl. Acad. Sci. USA 2015; 112(14):4280-4285. 3. Celiz, A. D.; Smith, J. G. W.; Langer, R.; Anderson, D. G.; Barrett, D. A.; Young, L. E.; Winkler, D.A.; Davies, M. C.; Denning, C.; Alexander M. R. Materials for the Stem Cell Factories of the Future. Nature Mater. 2014; 13:570-579. 4. Wang, X.; Haylock, D.; Hu, C.S.; Mosoyan, G.; Jiang, T.; Qiu, J.; Tarasova, A.; Winkler, D.A.; Hoffman, R.A. A Thrombopoietin Receptor Antagonist Is Capable of Depleting Myelofibrosis Hematopoietic Stem and Progenitor Cells, Blood, 2016; 127(26): 3398-3409. 5. Le, T.C; Winkler, D.A. Discovery and optimization of materials using evolutionary approaches. Chem. Rev. 2016;116 (10), 6107–6132.