Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
External positions
Fellow, CSIRO - Data61 (Victoria)
2020 → 2022
Visiting Professor, University of Nottingham
1 May 2017 → …
Professor, La Trobe University
1 Mar 2017 → …
Fellow, CSIRO - Future Manufacturing Flagship (Victoria)
2017 → …
Adjunct Professor, University of Nottingham
2015 → …
Adjunct Professor, Flinders University
2014 → 2017
Research area keywords
- Neural Networks
- Artificial Intelligence
- Complex Systems
- Drug Design
- QSAR
- QSPR
- Evolutionary Computation
- Peptides and Peptidomimetics
- Cancer
- Hypertension
- Fibrosis
- antimicrobial materials
- Materials Design
- Polymeric Materials
- Nanomaterials
- Molecular Modeling
- Design of Novel Materials
- Corrosion Mitigation
- Regenerative Medicine
- Stem Cells
- Haematopoietic Stem cells
- Additive Manufacturing
- Complexity
- Drug Delivery
- radio astronomy
- Molecular Dynamics
- Self-assembly
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Projects
- 1 Finished
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Converting Nanotoxicity Data to Information Using Artificial Intelligence and Simulation
Yan, X., Yue, T., Winkler, D. A., Yin, Y., Zhu, H., Jiang, G. & Yan, B., 1 Jun 2023, In: Chemical Reviews. 123, 13, p. 8575–8637 63 p.Research output: Contribution to journal › Review Article › Research › peer-review
3 Citations (Scopus) -
EFI: A Toolbox for Feature Importance Fusion and Interpretation in Python
Kumar, A., Mase, J. M., Rengasamy, D., Rothwell, B., Torres, M. T., Winkler, D. A. & Figueredo, G. P., 2023, Machine Learning, Optimization, and Data Science: 8th International Workshop, LOD 2022, Revised Selected Papers, Part 2. Nicosia, G., Ojha, V., La Malfa, E., La Malfa, G., Pardalos, P., Di Fatta, G., Giuffrida, G. & Umeton, R. (eds.). Springer, Vol. 13811. p. 249-264 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13811 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference Paper › Other › peer-review
1 Citation (Scopus) -
Exploiting Advances in Automation and Artificial Intelligence to Find Drugs for Neglected Tropical Diseases
Winkler, D. A., 2023, In: Pharmaceutical Sciences. 29, 4, p. 395-396 2 p.Research output: Contribution to journal › Editorial › Other
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Exploring the Relationship between Polymer Surface Chemistry and Bacterial Attachment Using ToF-SIMS and Self-Organizing maps
Wong, S. Y., Hook, A. L., Gardner, W., Chang, C. Y., Mei, Y., Davies, M. C., Williams, P., Alexander, M. R., Ballabio, D., Muir, B. W., Winkler, D. A. & Pigram, P. J., 24 Mar 2023, In: Advanced Materials Interfaces. 10, 9, 14 p., 2202334.Research output: Contribution to journal › Article › Research › peer-review
Open Access -
Identifying medically relevant xenon protein targets by in silico screening of the structural proteome
Winkler, D., Katz, I., Warden, A., Thornton, A. & Farjot, G., Mar 2023, In: Medical Gas Research. 13, 1, p. 33-38 6 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access2 Citations (Scopus)
Prizes
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American Chemical Society Herman Skolnik award
Winkler, David (Recipient), 2017
Prize: Prize (including medals and awards)
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CRC for Polymers Chairman's Award for Excellence in Commercialisation
Winkler, David (Recipient), 2015
Prize: Prize (including medals and awards)
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CSIRO Business Excellence Medal
Winkler, David (Recipient), 2003
Prize: Prize (including medals and awards)
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Activities
- 2 Patents
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CRC Cooperative Research Centre for Polymers (External organisation)
David Haylock (Inventor), Anna Tarasova (Inventor) & David Winkler (Inventor)
12 Jul 2018Activity: Industry, Government and Philanthropy Engagement and Partnerships › Patents › Patent
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Peter MacCallum Cancer Centre (External organisation)
Roger Francis Martin (Inventor), Jonathan White (Inventor), Pavel Lobachevsky (Inventor), David Winkler (Inventor), Colin Skene (Inventor) & Sebastian Marcuccio (Inventor)
10 Jul 2018Activity: Industry, Government and Philanthropy Engagement and Partnerships › Patents › Patent
Press/Media
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Transformers point way to programmable matter
13/08/14
1 Media contribution
Press/Media: Expert Comment