David A. Winkler on Muck Rack

David A. Winkler

Melbourne
As seen in: Medium, Nature, Wiley Online Library, Entrepreneur, MDPI, ACS Publications, CSIRO Publishing, JD Supra, BenefitsPRO Magazine, Dentistry Magazine and
Computational chemist, complex systems guy, stem cell researcher, rap jumper, traveller, who loves a party
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Articles

Are We Underestimating Overfitting? Click to copy article link Article link copied!

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By David A. Winkler
| ACS Publications
Cite Jump to ExpandCollapse PerspectiveMay 28, 2026 Are We Underestimating Overfitting? Click to copy article linkArticle link copied! David A. Winkler* David A.
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Are We Underestimating Overfitting? Click to copy article link Article link copied!

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By David A. Winkler
| dx.doi.org
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Tracking UV Degradation of Inkjet Prints Using ToF‐SIMS and Machine Learning

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By Sarah Bamford, Wil Gardner, Rongjie Sun, David A. Winkler
| Wiley Online Library
1 Introduction Inkjet inks are complex mixtures specifically formulated for appearance, durability, and longevity.[1-3] They are water based solutions commonly formulated to include solvents (5–30%), pigments (1–10%), surfactants (0.1–10%), biocides (0.05–1%), buffers (0.1–0.5%), and additives such as chelating agents, solubilizers, polymeric bonders, pH buffers, electrolytes, defoamers etc.[1, 4, 5] Thermal inkjet printing uses a change in pressure caused by a heating element to propel ink...
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