Projects per year
Personal profile
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
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):
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SDG 2 Zero Hunger -
SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy -
SDG 12 Responsible Consumption and Production -
SDG 13 Climate Action -
SDG 14 Life Below Water
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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MIPS - Noble Gas Pharmacology
Winkler, D. (Primary Chief Investigator (PCI))
1/11/17 → 30/07/18
Project: Research
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A comprehensive tutorial on the SOM-RPM toolbox for MATLAB
Bamford, S. E., Gardner, W., Ballabio, D., Oslinker, B., Winkler, D. A., Muir, B. W. & Pigram, P. J., 15 Jun 2025, In: Chemometrics and Intelligent Laboratory Systems. 261, 12 p., 105383.Research output: Contribution to journal › Article › Research › peer-review
Open Access2 Link opens in a new tab Citations (Scopus) -
Impact of inhibition mechanisms, automation, and computational models on the discovery of organic corrosion inhibitors
Winkler, D. A., Hughes, A. E., Özkan, C., Mol, A., Würger, T., Feiler, C., Zhang, D. & Lamaka, S. V., Mar 2025, In: Progress in Materials Science. 149, 69 p., 101392.Research output: Contribution to journal › Review Article › Research › peer-review
Open Access54 Link opens in a new tab Citations (Scopus) -
INSIGHT: An integrated framework for safe and sustainable chemical and material assessment
Serra, A., Zouraris, D., Schaffert, A., Torres Maia, M., Tsiros, P., Virmani, I., Di Lieto, E., Saarimäki, L. A., Morikka, J., Riudavets-Puig, R., Varsou, D. D., Papavasileiou, K. D., Kolokathis, P. D., Mintis, D. G., Tzoupis, H., Tsoumanis, A., Melagraki, G., Arvanitidis, A., Doganis, P. & Minadakis, V. & 35 others, , Jan 2025, In: Computational and Structural Biotechnology Journal. 29, p. 125-137 13 p.Research output: Contribution to journal › Article › Research › peer-review
Open Access10 Link opens in a new tab Citations (Scopus) -
Rapid Design of Efficient Mn3O4-Based Photocatalysts by Machine Learning and Density Functional Theory Calculations
Mai, H., Li, X., Le, T. C., Russo, S. P., Winkler, D. A., Chen, D. & Caruso, R. A., Jul 2025, In: Advanced Energy and Sustainability Research. 6, 7, 12 p., 2400397.Research output: Contribution to journal › Article › Research › peer-review
Open Access9 Link opens in a new tab Citations (Scopus) -
A Predictive Model for Monolayer-Selective Metal-Mediated MoS2 Exfoliation Incorporating Electrostatics
Corletto, A., Fronzi, M., Joannidis, A. K., Sherrell, P. C., Ford, M. J., Winkler, D. A., Shapter, J. G., Bullock, J. & Ellis, A. V., 16 Jan 2024, In: Advanced Materials Interfaces. 11, 2, 11 p., 2300686.Research output: Contribution to journal › Article › Research › peer-review
Open Access6 Link opens in a new tab Citations (Scopus)
Prizes
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CRC for Polymers Chairman's Award for Excellence in Commercialisation
Winkler, D. (Recipient), 2015
Prize: Prize (including medals and awards)
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CSIRO Business Excellence Medal
Winkler, D. (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)
Haylock, D. (Inventor), Tarasova, A. (Inventor) & Winkler, D. (Inventor)
12 Jul 2018Activity: Industry, Government and Philanthropy Engagement and Partnerships › Patents › Patent
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Peter MacCallum Cancer Centre (External organisation)
Martin, R. F. (Inventor), White, J. (Inventor), Lobachevsky, P. (Inventor), Winkler, D. (Inventor), Skene, C. (Inventor) & Marcuccio, S. (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