David A Winkler (D A Winkler, David Winkler)

ORCID

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 39

Top Venues

Analytical chemistry

ACS applied materials & interfaces

International journal of molecular sciences

Chemical reviews

CSIRO Australian Manufacturing and Materials Precinct

Monash University (PHD)

This page only lists publications with an associated author ORCID identifier.

Affiliation History

CSIRO Australian Manufacturing and Materials Precinct Apr 01 2017

Australia

Fellow :: Manufacturing

La Trobe University - Melbourne Campus Mar 01 2017

Australia

Professor in Biochemistry :: Latrobe Institute for Molecular Science

Monash University Mar 01 2017

Australia

Professor :: Monash Institute of Pharmaceutical Sciences

University of Nottingham

United Kingdom

Visiting Professor :: Pharmacy

Flinders University Jan 01 2015

Australia

Professor :: School of Chemical and Physical Sciences

Flinders University Jan 01 2015

Australia

Professor :: School of Chemical and Physical Sciences

Flinders University Jan 01 2015

Australia

Professor :: School of Chemical and Physical Sciences

Education History

Monash University Feb 01 1975 - Dec 01 1979

Australia

PHD :: Chemistry

Publications

Rongjie Sun, Wil Gardner, David A Winkler, Benjamin W Muir, Paul J Pigram
Exploring the Performance of Linear and Nonlinear Models of Time-of-Flight Secondary Ion Mass Spectrometry Spectra. Analytical chemistry 96 (19) (2024)
Sarah E Bamford, Wil Gardner, David A Winkler, Benjamin W Muir, Damminda Alahakoon, Paul J Pigram
Self-Organizing Maps for Secondary Ion Mass Spectrometry. Journal of the American Society for Mass Spectrometry (2024)
Rongjie Sun, Wil Gardner, David A Winkler, Benjamin W Muir, Paul J Pigram
Exploring the Performance of Linear and Nonlinear Models of Time-of-Flight Secondary Ion Mass Spectrometry Spectra. Analytical chemistry (2024)
Xiliang Yan, Tongtao Yue, David A Winkler, Yongguang Yin, Christine M Isborn, Gui-Bin Jiang, Bing Yan
Converting Nanotoxicity Data to Information Using Artificial Intelligence and Simulation. Chemical reviews (2023)
Sakshi Piplani, Puneet Singh, Nikolai Petrovsky, David A Winkler
Identifying SARS-CoV-2 Drugs Binding to the Spike Fatty Acid Binding Pocket Using In Silico Docking and Molecular Dynamics. International journal of molecular sciences 24 (4) (2023)
Sarah E Bamford, Dilek Yalcin, Wil Gardner, David A Winkler, Thomas M Kohl, Benjamin W Muir, Shaun Howard, Eric A Bruton, Paul J Pigram
Multi-Dimensional Machine Learning Analysis of Polyaniline Films Using Stitched Hyperspectral ToF-SIMS Data. Analytical chemistry (2023)
Sarah E Bamford, Dilek Yalcin, Wil Gardner, David A Winkler, Thomas M Kohl, Benjamin W Muir, Shaun Howard, Eric A Bruton, Paul J Pigram
Multi-Dimensional Machine Learning Analysis of Polyaniline Films Using Stitched Hyperspectral ToF-SIMS Data. Analytical chemistry 95 (20) (2023)
Sakshi Piplani, Puneet Singh, Nikolai Petrovsky, David A Winkler
Identifying SARS-CoV-2 Drugs Binding to the Spike Fatty Acid Binding Pocket Using In Silico Docking and Molecular Dynamics. International journal of molecular sciences 24 (4) (2023)
Eyup Bilgi, David A Winkler, Ceyda Oksel Karakus
Identifying factors controlling cellular uptake of gold nanoparticles by machine learning. Journal of drug targeting (2023)
Leonardo Contreas, Andrew L Hook, David A Winkler, Grazziela Figueredo, Paul Williams, Charles A Laughton, Morgan R Alexander, Philip M Williams
Linear Binary Classifier to Predict Bacterial Biofilm Formation on Polyacrylates. ACS applied materials & interfaces (2023)
Sakshi Piplani, Puneet Singh, Nikolai Petrovsky, David A Winkler
Identifying SARS-CoV-2 Drugs Binding to the Spike Fatty Acid Binding Pocket Using In Silico Docking and Molecular Dynamics. International journal of molecular sciences 24 (4) (2023)
Leonardo Contreas, Andrew L Hook, David A Winkler, Grazziela Figueredo, Paul Williams, Charles A Laughton, Morgan R Alexander, Philip M Williams
Linear Binary Classifier to Predict Bacterial Biofilm Formation on Polyacrylates. ACS applied materials & interfaces (2023)
Sakshi Piplani, Puneet Singh, Nikolai Petrovsky, David A Winkler
Identifying SARS-CoV-2 Drugs Binding to the Spike Fatty Acid Binding Pocket Using In Silico Docking and Molecular Dynamics. International journal of molecular sciences 24 (4) (2023)
Sakshi Piplani, Puneet Singh, Nikolai Petrovsky, David A Winkler
Identifying SARS-CoV-2 Drugs Binding to the Spike Fatty Acid Binding Pocket Using In Silico Docking and Molecular Dynamics. International journal of molecular sciences 24 (4) (2023)
Wil Gardner, David A Winkler, Benjamin W Muir, Paul J Pigram
Applications of multivariate analysis and unsupervised machine learning to ToF-SIMS images of organic, bioorganic, and biological systems. Biointerphases 17 (2) (2022)
Wil Gardner, David A Winkler, Suzanne M Cutts, Steven A Torney, Geoffrey A Pietersz, Benjamin W Muir, Paul J Pigram
Two-Dimensional and Three-Dimensional Time-of-Flight Secondary Ion Mass Spectrometry Image Feature Extraction Using a Spatially Aware Convolutional Autoencoder. Analytical chemistry 94 (22) (2022)
Sakshi Piplani, Puneet Singh, David A Winkler, Nikolai Petrovsky
Potential COVID-19 Therapies from Computational Repurposing of Drugs and Natural Products against the SARS-CoV-2 Helicase. International journal of molecular sciences 23 (14) (2022)
Jeaphianne P M van Rijn, Antreas Afantitis, Mustafa Culha, Maria Dusinska, Thomas E Exner, Nina Jeliazkova, Eleonora Marta Longhin, Iseult Lynch, Georgia Melagraki, Penny Nymark, Anastasios G Papadiamantis, David A Winkler, Hulya Yilmaz, Egon L Wilighagen
European Registry of Materials: global, unique identifiers for (undisclosed) nanomaterials. Journal of cheminformatics 14 (1) (2022)
Aysel Tomak, Selin Cesmeli, Bercem D Hanoglu, David A Winkler, Ceyda Oksel Karakus
Nanoparticle-protein corona complex: understanding multiple interactions between environmental factors, corona formation, and biological activity. Nanotoxicology 15 (10) (2022)
Peter C Sherrell, Marco Fronzi, Nick A Shepelin, Alexander Corletto, David A Winkler, Mike Ford, Joseph G Shapter, Amanda Vera Ellis
A bright future for engineering piezoelectric 2D crystals. Chemical Society reviews 51 (2) (2022)
Haoxin Mai, Tu C Le, Dehong Chen, David A Winkler, Rachel A Caruso
Machine Learning for Electrocatalyst and Photocatalyst Design and Discovery. Chemical reviews 122 (16) (2022)
Haoxin Mai, Tu C Le, Dehong Chen, David A Winkler, Rachel A Caruso
Machine Learning in the Development of Adsorbents for Clean Energy Application and Greenhouse Gas Capture. Advanced science (Weinheim, Baden-Wurttemberg, Germany) (2022)
Sachini P Kadaoluwa Pathirannahalage, Nastaran Meftahi, Aaron James Elbourne, Alessia C G Weiss, Christopher F McConville, Agilio A H Padua, David A Winkler, Margarida Costa Gomes, Tamar L Greaves, Tu C Le, Quinn Alexander Besford, Andrew Joseph Christofferson
Systematic Comparison of the Structural and Dynamic Properties of Commonly Used Water Models for Molecular Dynamics Simulations. Journal of chemical information and modeling 61 (9) (2021)
Sakshi Piplani, Puneet Kumar Singh, David A Winkler, Nikolai Petrovsky
Computationally repurposed drugs and natural products against RNA dependent RNA polymerase as potential COVID-19 therapies. Molecular Biomedicine (Online) 2 (1) (2021)
Matthew J Vassey, Grazziela P Figueredo, David J Scurr, Aliaksei S Vasilevich, Steven Vermeulen, Aurélie Carlier, Jeni C Luckett, Nick R M Beijer, Paul Williams, David A Winkler, Jan de Boer, Amir M Ghaemmaghami, Morgan R Alexander
Immune Modulation by Design: Using Topography to Control Human Monocyte Attachment and Macrophage Differentiation. Advanced science (Weinheim, Baden-Wurttemberg, Germany) 7 (11) (2020)
David A Winkler
Role of Artificial Intelligence and Machine Learning in Nanosafety. Small (Weinheim an der Bergstrasse, Germany) 16 (36) (2020)
Ceyda Oksel Karakus, Eyup Bilgi, David A Winkler
Biomedical nanomaterials: applications, toxicological concerns, and regulatory needs. Nanotoxicology 15 (3) (2020)
David A Winkler
Ligand Entropy Is Hard but Should Not Be Ignored. Journal of chemical information and modeling 60 (10) (2020)
Wil Gardner, Ruqaya Maliki, Suzanne M Cutts, Benjamin W Muir, Davide Ballabio, David A Winkler, Paul J Pigram
Self-Organizing Map and Relational Perspective Mapping for the Accurate Visualization of High-Dimensional Hyperspectral Data. Analytical chemistry 92 (15) (2020)
Nicholas G Welch, Shayanti Mukherjee, Mohammed Akhter Hossain, Praveen Praveen, Jerome A Werkmeister, John D Wade, Ross A D Bathgate, David A Winkler, Helmut Thissen
Coatings Releasing the Relaxin Peptide Analogue B7-33 Reduce Fibrotic Encapsulation. ACS applied materials & interfaces 11 (49) (2019)
David A Winkler, A C Warden, T Prangé, N Colloc'h, Aaron W Thornton, J-F Ramirez-Gil, G Farjot, I Katz
Massive in Silico Study of Noble Gas Binding to the Structural Proteome. Journal of chemical information and modeling 59 (11) (2019)
Soraya Rasi Ghaemi, Bahman Delalat, Stan Gronthos, Morgan R Alexander, David A Winkler, Andrew L Hook, Nicolas Hans Voelcker
High-Throughput Assessment and Modeling of a Polymer Library Regulating Human Dental Pulp-Derived Stem Cell Behavior. ACS applied materials & interfaces 10 (45) (2018)
David A Winkler, Ira Katz, Géraldine Farjot, Andrew C Warden, Aaron W Thornton
Decoding the Rich Biological Properties of Noble Gases: How Well Can We Predict Noble Gas Binding to Diverse Proteins? ChemMedChem 13 (18) (2018)
Paulius Mikulskis, Andrew Hook, Adam A Dundas, Derek J Irvine, Olutoba Sanni, Daniel G Anderson, Robert S Langer, Morgan R Alexander, Paul Williams, David A Winkler
Prediction of Broad-Spectrum Pathogen Attachment to Coating Materials for Biomedical Devices. ACS applied materials & interfaces 10 (1) (2018)
Robert M T Madiona, Sarah E Bamford, David A Winkler, Benjamin W Muir, Paul J Pigram
Distinguishing Chemically Similar Polyamide Materials with ToF-SIMS Using Self-Organizing Maps and a Universal Data Matrix. Analytical chemistry 90 (21) (2018)
Yanyan Liu, Bing Yan, David A Winkler, Jianjie Fu, Ai-Qian Zhang
Correction to Competitive Inhibition Mechanism of Acetylcholinesterase without Catalytic Active Site Interaction: Study on Functionalized C60 Nanoparticles via in Vitro and in Silico Assays. ACS applied materials & interfaces 9 (51) (2017)
Xin Yang, Robert J Rees, William Conway, Graeme Puxty, Qi Yang, David A Winkler
Computational Modeling and Simulation of CO2 Capture by Aqueous Amines. Chemical reviews 117 (14) (2017)
Yanyan Liu, Bing Yan, David A Winkler, Jianjie Fu, Ai-Qian Zhang
Competitive Inhibition Mechanism of Acetylcholinesterase without Catalytic Active Site Interaction: Study on Functionalized C60 Nanoparticles via in Vitro and in Silico Assays. ACS applied materials & interfaces 9 (22) (2017)
Benjamin A Chalmers, Hui Xing, Sevan Houston, Charlotte Clark, Sussan Ghassabian, Andy Kuo, Benjamin Cao, Andrea Reitsma, Cody-Ellen P Murray, Jeanette E Stok, Glen M Boyle, Carly J Pierce, Stuart W Littler, David A Winkler, Paul V Bernhardt, Cielo Pasay, James J De Voss, James McCarthy, Peter G Parsons, Gimme Hugh Walter, Maree T Smith, Helen M Cooper, Susan K Nilsson, John Tsanaktsidis, G Paul Savage, Craig M Williams
Validating Eaton's Hypothesis: Cubane as a Benzene Bioisostere. Angewandte Chemie (International ed. in English) 55 (11) (2016)

David A Winkler.css-eqlu8i{font-size:small;padding-left:4px;} (D A Winkler, David Winkler)

Publication Activity (10 Years)

Top Topics

Top Venues

David A Winkler (D A Winkler, David Winkler)