Biomimetic molecular design tools that learn, evolve, and adapt

Por Winkler, David A
Publicado no Beilstein J Org Chem (2017)

Beware of R(2): simple, unambiguous assessment of the prediction accuracy of QSAR and QSPR models

Por Alexander, D. L. J., Tropsha, A., Winkler, David A.
Publicado no J Chem Inf Model (2015)

A General Model for Binary Cell Fate Decision Gene Circuits with Degeneracy: Indeterminacy and Switch Behavior in the Absence of Cooperativity

Por Andrecut, Mircea, Halley, Julianne D., Winkler, David A., Huang, Sui
Publicado em 2011

Opening the black box of neural networks: methods for interpreting neural network models in clinical applications

Por Zhang, Zhongheng, Beck, Marcus W., Winkler, David A., Huang, Bin, Sibanda, Wilbert, Goyal, Hemant
Publicado no Ann Transl Med (2018)

Sparse Feature Selection Identifies H2A.Z as a Novel, Pattern-Specific Biomarker for Asymmetrically Self-Renewing Distributed Stem Cells

Por Huh, Yang Hoon, Noh, Minsoo, Burden, Frank R., Chen, Jennifer C., Winkler, David A., Sherley, James L.
Publicado no Stem Cell Res (2015)

Toward a systematic exploration of nano-bio interactions

Por Bai, Xue, Liu, Fang, Liu, Yin, Li, Cong, Wang, Shenqing, Zhou, Hongyu, Wang, Wenyi, Zhu, Hao, Winkler, David A., Yan, Bing
Publicado no Toxicol Appl Pharmacol (2017)

Modelling human embryoid body cell adhesion to a combinatorial library of polymer surfaces

Por Epa, V. Chandana, Yang, Jing, Mei, Ying, Hook, Andrew L., Langer, Robert, Anderson, Daniel G., Davies, Martyn C., Alexander, Morgan R., Winkler, David A.
Publicado em 2012

Sparse feature selection methods identify unexpected global cellular response to strontium-containing materials

Por Autefage, Hélène, Gentleman, Eileen, Littmann, Elena, Hedegaard, Martin A. B., Von Erlach, Thomas, O’Donnell, Matthew, Burden, Frank R., Winkler, David A., Stevens, Molly M.
Publicado no Proc Natl Acad Sci U S A (2015)

Materials Genome in Action: Identifying the Performance Limits of Physical Hydrogen Storage

Por Thornton, Aaron W., Simon, Cory M., Kim, Jihan, Kwon, Ohmin, Deeg, Kathryn S., Konstas, Kristina, Pas, Steven J., Hill, Matthew R., Winkler, David A., Haranczyk, Maciej, Smit, Berend
Publicado no Chem Mater (2017)

Discovery of a Novel Polymer for Human Pluripotent Stem Cell Expansion and Multilineage Differentiation

Por Celiz, Adam D., Smith, James G. W., Patel, Asha K., Hook, Andrew L., Rajamohan, Divya, George, Vinoj T., Flatt, Luke, Patel, Minal J., Epa, Vidana C., Singh, Taranjit, Langer, Robert, Anderson, Daniel G., Allen, Nicholas D., Hay, David C., Winkler, David A., Barrett, David A., Davies, Martyn C., Young, Lorraine E., Denning, Chris, Alexander, Morgan R.
Publicado no Adv Mater (2015)

Long-term dataset on aquatic responses to concurrent climate change and recovery from acidification

Por Leach, Taylor H., Winslow, Luke A., Acker, Frank W., Bloomfield, Jay A., Boylen, Charles W., Bukaveckas, Paul A., Charles, Donald F., Daniels, Robert A., Driscoll, Charles T., Eichler, Lawrence W., Farrell, Jeremy L., Funk, Clara S., Goodrich, Christine A., Michelena, Toby M., Nierzwicki-Bauer, Sandra A., Roy, Karen M., Shaw, William H., Sutherland, James W., Swinton, Mark W., Winkler, David A., Rose, Kevin C.
Publicado no Sci Data (2018)