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D

David A. Winkler

la trobe university

64H-index
474Paper Count
1.7WCitation Count
Published Papers 142
Publication Date
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Exploring Important Features in Continuous Spectral Datasets Using Supervised Learning
errAnalytical Chemistry
IF6.7
err2026-05-20
err0
PREAI
errRongjie Sun; Wil Gardner; Riley O’Shea; Sarigama Rajesh; Celesta Fong; Sarah E. Bamford; Nicholas P. Reynolds; David A. Winkler; Benjamin W. Muir; Paul J. Pigram
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errSave
Design and Synthesis of New Pyrazolo[1,5-c]quinazolin-5-amines as Potential TLR7/8 Modulators
errChemMedChem
IF3.4
err2026-04-21
err0
PREAI
errKushvinder Kumar; Yoshikazu Honda-Okubo; Pradeep K. Das; Anshuman Dixit; Kamal Nain Singh; David A. Winkler; Nikolai Petrovsky; Deepak B. Salunke
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errSave
Tracking UV Degradation of Inkjet Prints Using ToF-SIMS and Machine Learning
errAdvanced Materials Interfaces
IF4.4
err2025-08-08
err0
errOAAI
errSarah E. Bamford; Wil Gardner; Rongjie Sun; David A. Winkler; Benjamin W. Muir; Jeffrey L. Pura; Paul J. Pigram
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errSave
Small organic ligands for the ecdysone receptor – agrochemicals, gene switches, and beyond
errPesticide Biochemistry and Physiology
IF4
err2025-07-22
err0
PREAI
errDavid A. Winkler; Ronald J. Hill
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errSave
Exploring the Efficacy of Background Removal with SOM-RPM in Mass Spectrometry Imaging
errAnalytical Chemistry
IF6.7
err2025-07-19
err0
PREAI
errRongjie Sun; Wil Gardner; Sarah E. Bamford; David A. Winkler; Benjamin W. Muir; Paul J. Pigram
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errSave
Wisdom of Crowds for Supporting the Safety Evaluation of Nanomaterials
errEnvironmental Science & Technology
IF11.3
err2025-07-17
err0
errOAAI
errLaura Aliisa Saarimäki; Michele Fratello; Giusy del Giudice; Emanuele Di Lieto; Antreas Afantitis; Harri Alenius; Eliodoro Chiavazzo; Mary Gulumian; Piia Karisola; Iseult Lynch; Giulia Mancardi; Georgia Melagraki; Paolo Netti; Anastasios G. Papadiamantis; Willie Peijnenburg; Hélder A Santos; Tommaso Serchi; Mohammad-Ali Shahbazi; Tobias Stoeger; Eugenia Valsami-Jones; Paola Vivo; Ivana Vinković Vrček; Ulla Vogel; Peter Wick; David A. Winkler; Angela Serra; Dario Greco
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errSave
A comprehensive tutorial on the SOM-RPM toolbox for MATLAB
errCHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS
IF3.8
err2025-06-01
err0
errOAAI
errBamford, Sarah E.; Gardner, Wil; Ballabio, Davide; Oslinker, Brian; Winkler, David A.; Muir, Benjamin W.; Pigram, Paul J.
errShare
errSave
Impact of inhibition mechanisms, automation, and computational models on the discovery of organic corrosion inhibitors
errPROGRESS IN MATERIALS SCIENCE
IF40
err2025-03-01
err0
errOAAI
errWinkler, David A.; Hughes, Anthony E.; Ozkan, Can; Mol, Arjan; Wuerger, Tim; Feiler, Christian; Zhang, Dawei; Lamaka, Sviatlana, V
errShare
errSave
Rapid Design of Efficient Mn3O4-Based Photocatalysts by Machine Learning and Density Functional Theory Calculations
errADVANCED ENERGY AND SUSTAINABILITY RESEARCH
IF5.7
err2025-02-12
err0
errOAAI
errMai, Haoxin; Li, Xuying; Le, Tu C.; Russo, Salvy P.; Winkler, David A.; Chen, Dehong; Caruso, Rachel A.
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errSave
INSIGHT: An integrated framework for safe and sustainable chemical and material assessment
errCOMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL
IF4.1
err2025-01-01
err1
errOAAI
errAngela Serra; Dimitrios Zouraris; Alexandra Schaffert; Marcella Torres Maia; Periklis Tsiros; Ishita Virmani; Emanuele Di Lieto; Laura Aliisa Saarimäki; Jack Morikka; Rafael Riudavets-Puig; Dimitra-Danai Varsou; Konstantinos D. Papavasileiou; Panagiotis D. Kolokathis; Dimitris G. Mintis; Haralampos Tzoupis; Andreas Tsoumanis; Georgia Melagraki; Alex Arvanitidis; Philip Doganis; Vasileios Minadakis; Giannis Savvas; Adrien Perello-y-bestard; Stefano Cucurachi; Marija Buljan; Fotini Nikiforou; Achilleas Karakoltzidis; Spyros Karakitsios; Dimosthenis A. Sarigiannis; Steffi Friedrichs; Christian Seitz; Tomas Navarrete Gutierrez; Panagiotis Isigonis; Sébastien Cambier; Antonino Marvuglia; Gottlieb Georg Lindner; Jacques-Aurélien Sergent; L. Cristiana Gheorghe; Laura-Jayne A. Bradford; Seung-Geun Park; Seung Min Ha; Zayakhuu Gerelkhuu; Tae Hyun Yoon; Romana Petry; Diego Stéfani Teodoro Martinez; David A. Winkler; Peter Wick; Thomas E. Exner; Francesco Dondero; Tommaso Serchi; Willie Peijnenburg; Haralambos Sarimveis; Martin Paparella; Iseult Lynch; Antreas Afantitis; Dario Greco
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errSave
Self-Organizing Maps for Secondary Ion Mass Spectrometry
errJOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY
IF2.7
err2024-09-23
err3
PREAI
errBamford, Sarah E.; Gardner, Wil; Winkler, David A.; Muir, Benjamin W.; Alahakoon, Damminda; Pigram, Paul J.
errShare
errSave
Trust Not Verify? The Critical Need for Data Curation Standards in Materials Informatics
errCHEMISTRY OF MATERIALS
IF7
err2024-08-16
err0
PREAI
errHart, Matthew; Idanwekhai, Kelvin; Alves, Vinicius M.; Miller, Alexander J. M.; Dempsey, Jillian L.; Cahoon, James F.; Chen, Chun-Hsing; Winkler, David A.; Muratov, Eugene N.; Tropsha, Alexander
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errSave
Assessing the spatiotemporal variability of dissolved organic matter fluorescence composition in the Lake George, NY watershed
errBIOGEOCHEMISTRY
IF3.7
err2024-05-15
err3
errOAAI
errGoranov, Aleksandar I.; Swinton, Mark W.; Winkler, David A.; Farrell, Jeremy L.; Nierzwicki-Bauer, Sandra A.; Wagner, Sasha
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errSave
Exploring the Performance of Linear and Nonlinear Models of Time-of-Flight Secondary Ion Mass Spectrometry Spectra
errANALYTICAL CHEMISTRY
IF6.7
err2024-04-30
err4
PREAI
errSun, Rongjie; Gardner, Wil; Winkler, David A.; Muir, Benjamin W.; Pigram, Paul J.
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errSave
Profiling a Low Emissivity Glass Coating with ToF-SIMS and Machine Learning
errADVANCED MATERIALS INTERFACES
IF4.4
err2023-12-04
err4
errOAAI
errBamford, Sarah E.; Jones, Robert T.; Gardner, Wil; Muir, Benjamin W.; Winkler, David A.; Pigram, Paul J.
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errSave
A Predictive Model for Monolayer-Selective Metal-Mediated MoS2 Exfoliation Incorporating Electrostatics
errADVANCED MATERIALS INTERFACES
IF4.4
err2023-10-30
err2
errOAAI
errCorletto, Alexander; Fronzi, Marco; Joannidis, Alexis Krywula; Sherrell, Peter C.; Ford, Michael J.; Winkler, David A.; Shapter, Joseph G.; Bullock, James; Ellis, Amanda V.
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errSave
Signalling pathway crosstalk stimulated by L-proline drives mouse embryonic stem cells to primitive-ectoderm-like cells
errDEVELOPMENT
IF3.6
err2023-10-26
err2
errOAAI
errGlover, Hannah J.; Holliday, Holly; Shparberg, Rachel A.; Winkler, David; Day, Margot; Morris, Michael B.
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errSave
Staging of colorectal cancer using lipid biomarkers and machine learning
errMETABOLOMICS
IF3.3
err2023-09-20
err10
errOAAI
errKrishnan, Sanduru Thamarai; Winkler, David; Creek, Darren; Anderson, Dovile; Kirana, Chandra; Maddern, Guy J.; Fenix, Kevin; Hauben, Ehud; Rudd, David; Voelcker, Nicolas Hans
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errSave
Machine Learning Enhanced High-Throughput Fabrication and Optimization of Quasi-2D Ruddlesden-Popper Perovskite Solar Cells
errADVANCED ENERGY MATERIALS
IF26
err2023-07-30
err13
errOAAI
errMeftahi, Nastaran; Surmiak, Maciej Adam; Fuerer, Sebastian O.; Rietwyk, Kevin James; Lu, Jianfeng; Raga, Sonia Ruiz; Evans, Caria; Michalska, Monika; Deng, Hao; McMeekin, David P.; Alan, Tuncay; Vak, Doojin; Chesman, Anthony S. R.; Christofferson, Andrew J.; Winkler, David A.; Bach, Udo; Russo, Salvy P.
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errSave
Multi-Dimensional Machine Learning Analysis of Polyaniline Films Using Stitched Hyperspectral ToF-SIMS Data
errANALYTICAL CHEMISTRY
IF6.7
err2023-05-12
err7
PREAI
errBamford, Sarah E.; Yalcin, Dilek; Gardner, Wil; Winkler, David A.; Kohl, Thomas M.; Muir, Benjamin W.; Howard, Shaun; Bruton, Eric A.; Pigram, Paul J.
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errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
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Róbert Langer
H-index: 262 · Papers: 2.0K
R
Ralph Weissleder
H-index: 200 · Papers: 1.6K
J
Jedd D. Wolchok
H-index: 173 · Papers: 1.4K
陈
陈春英 (Chunying Chen)
H-index: 132 · Papers: 1.0K
D
Daniel G. Anderson
H-index: 128 · Papers: 470
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