David A. Winkler - Publications, H-index & Citations

David A. Winkler

la trobe university

64H指数

474论文数

1.7W被引数

收录论文 142

发表时间

Exploring Important Features in Continuous Spectral Datasets Using Supervised Learning 利用监督学习探索连续光谱数据集中的重要特征

Analytical Chemistry

IF6.7

2026-05-20

PREAI

Rongjie 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

Design and Synthesis of New Pyrazolo[1,5-c]quinazolin-5-amines as Potential TLR7/8 Modulators 新型吡唑并[1,5-c]喹唑啉-5-胺的设计与合成及其作为潜在TLR7/8调节剂的应用

ChemMedChem

IF3.4

2026-04-21

PREAI

Kushvinder Kumar; Yoshikazu Honda-Okubo; Pradeep K. Das; Anshuman Dixit; Kamal Nain Singh; David A. Winkler; Nikolai Petrovsky; Deepak B. Salunke

Tracking UV Degradation of Inkjet Prints Using ToF-SIMS and Machine Learning 利用ToF-SIMS和机器学习追踪喷墨打印品的UV老化

Advanced Materials Interfaces

IF4.4

2025-08-08

OAAI

Sarah E. Bamford; Wil Gardner; Rongjie Sun; David A. Winkler; Benjamin W. Muir; Jeffrey L. Pura; Paul J. Pigram

Small organic ligands for the ecdysone receptor – agrochemicals, gene switches, and beyond 蜕皮激素受体的有机小分子配体——农药、基因开关及其更多应用

Pesticide Biochemistry and Physiology

IF4

2025-07-22

PREAI

David A. Winkler; Ronald J. Hill

Exploring the Efficacy of Background Removal with SOM-RPM in Mass Spectrometry Imaging 探索基于SOM-RPM的背景去除在质谱成像中的有效性

Analytical Chemistry

IF6.7

2025-07-19

PREAI

Rongjie Sun; Wil Gardner; Sarah E. Bamford; David A. Winkler; Benjamin W. Muir; Paul J. Pigram

Wisdom of Crowds for Supporting the Safety Evaluation of Nanomaterials 群体智慧在纳米材料安全性评估中的应用支持

Environmental Science & Technology

IF11.3

2025-07-17

OAAI

Laura 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

A comprehensive tutorial on the SOM-RPM toolbox for MATLAB

CHEMOMETRICS AND INTELLIGENT LABORATORY SYSTEMS

IF3.8

2025-06-01

OAAI

Bamford, Sarah E.; Gardner, Wil; Ballabio, Davide; Oslinker, Brian; Winkler, David A.; Muir, Benjamin W.; Pigram, Paul J.

Impact of inhibition mechanisms, automation, and computational models on the discovery of organic corrosion inhibitors 抑制机理，自动化和计算模型对发现有机腐蚀抑制剂的影响

PROGRESS IN MATERIALS SCIENCE

IF40

2025-03-01

OAAI

Winkler, David A.; Hughes, Anthony E.; Ozkan, Can; Mol, Arjan; Wuerger, Tim; Feiler, Christian; Zhang, Dawei; Lamaka, Sviatlana, V

Rapid Design of Efficient Mn3O4-Based Photocatalysts by Machine Learning and Density Functional Theory Calculations 通过机器学习和密度泛函理论计算快速设计高效Mn3O4-Based光催化剂

ADVANCED ENERGY AND SUSTAINABILITY RESEARCH

IF5.7

2025-02-12

OAAI

Mai, Haoxin; Li, Xuying; Le, Tu C.; Russo, Salvy P.; Winkler, David A.; Chen, Dehong; Caruso, Rachel A.

INSIGHT: An integrated framework for safe and sustainable chemical and material assessment 洞察力: 安全和可持续化学品和材料评估的综合框架

COMPUTATIONAL AND STRUCTURAL BIOTECHNOLOGY JOURNAL

IF4.1

2025-01-01

OAAI

Angela 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

Self-Organizing Maps for Secondary Ion Mass Spectrometry

JOURNAL OF THE AMERICAN SOCIETY FOR MASS SPECTROMETRY

IF2.7

2024-09-23

PREAI

Bamford, Sarah E.; Gardner, Wil; Winkler, David A.; Muir, Benjamin W.; Alahakoon, Damminda; Pigram, Paul J.

Trust Not Verify? The Critical Need for Data Curation Standards in Materials Informatics

CHEMISTRY OF MATERIALS

IF7

2024-08-16

PREAI

Hart, 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

Assessing the spatiotemporal variability of dissolved organic matter fluorescence composition in the Lake George, NY watershed

BIOGEOCHEMISTRY

IF3.7

2024-05-15

OAAI

Goranov, Aleksandar I.; Swinton, Mark W.; Winkler, David A.; Farrell, Jeremy L.; Nierzwicki-Bauer, Sandra A.; Wagner, Sasha

Exploring the Performance of Linear and Nonlinear Models of Time-of-Flight Secondary Ion Mass Spectrometry Spectra

ANALYTICAL CHEMISTRY

IF6.7

2024-04-30

PREAI

Sun, Rongjie; Gardner, Wil; Winkler, David A.; Muir, Benjamin W.; Pigram, Paul J.

Profiling a Low Emissivity Glass Coating with ToF-SIMS and Machine Learning 用ToF-SIMS和机器学习分析低发射率玻璃涂层

ADVANCED MATERIALS INTERFACES

IF4.4

2023-12-04

OAAI

Bamford, Sarah E.; Jones, Robert T.; Gardner, Wil; Muir, Benjamin W.; Winkler, David A.; Pigram, Paul J.

A Predictive Model for Monolayer-Selective Metal-Mediated MoS2 Exfoliation Incorporating Electrostatics

ADVANCED MATERIALS INTERFACES

IF4.4

2023-10-30

OAAI

Corletto, Alexander; Fronzi, Marco; Joannidis, Alexis Krywula; Sherrell, Peter C.; Ford, Michael J.; Winkler, David A.; Shapter, Joseph G.; Bullock, James; Ellis, Amanda V.

Signalling pathway crosstalk stimulated by L-proline drives mouse embryonic stem cells to primitive-ectoderm-like cells

DEVELOPMENT

IF3.6

2023-10-26

OAAI

Glover, Hannah J.; Holliday, Holly; Shparberg, Rachel A.; Winkler, David; Day, Margot; Morris, Michael B.

Staging of colorectal cancer using lipid biomarkers and machine learning

METABOLOMICS

IF3.3

2023-09-20

OAAI

Krishnan, Sanduru Thamarai; Winkler, David; Creek, Darren; Anderson, Dovile; Kirana, Chandra; Maddern, Guy J.; Fenix, Kevin; Hauben, Ehud; Rudd, David; Voelcker, Nicolas Hans

Machine Learning Enhanced High-Throughput Fabrication and Optimization of Quasi-2D Ruddlesden-Popper Perovskite Solar Cells 机器学习增强的Quasi-2D ruddlesden-popper钙钛矿太阳能电池的高通量制造和优化

ADVANCED ENERGY MATERIALS

IF26

2023-07-30

OAAI

Meftahi, 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.

Multi-Dimensional Machine Learning Analysis of Polyaniline Films Using Stitched Hyperspectral ToF-SIMS Data

ANALYTICAL CHEMISTRY

IF6.7

2023-05-12

PREAI

Bamford, Sarah E.; Yalcin, Dilek; Gardner, Wil; Winkler, David A.; Kohl, Thomas M.; Muir, Benjamin W.; Howard, Shaun; Bruton, Eric A.; Pigram, Paul J.

研究方向