Winkler, D*

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Morgan R AlexanderUniversity of NottinghamCorreu electrònic verificat a nottingham.ac.uk
Vidana EpaPrincipal Research Scientist, CSIROCorreu electrònic verificat a csiro.au
Andrew Leslie HookUniversity of NottinghamCorreu electrònic verificat a nottingham.ac.uk
Olexandr IsayevCarl and Amy Jones Professor of Chemistry, Carnegie Mellon UniversityCorreu electrònic verificat a olexandrisayev.com
Paul PigramLa Trobe University, Melbourne, AustraliaCorreu electrònic verificat a latrobe.edu.au
Grazziela FigueredoAssociate Professor, University of NottinghamCorreu electrònic verificat a nottingham.ac.uk
Dr Julianne D. HalleyDepartment of Public Health and Primary Care, University of Cambridge, UKCorreu electrònic verificat a medschl.cam.ac.uk
Sakshi PiplaniBioinformatics ScientistCorreu electrònic verificat a flinders.edu.au
Feng WangProfessor of Chemistry, Swinburne University of Technology, AustraliaCorreu electrònic verificat a swin.edu.au
Nikolai PetrovskyProfessor, Australian Respiratory and Sleep Medicine Research InstituteCorreu electrònic verificat a flinders.edu.au
Alexander TropshaProfessor at UNC-Chapel HillCorreu electrònic verificat a unc.edu
Amir M GhaemmaghamiUniversity of NottinghamCorreu electrònic verificat a nottingham.ac.uk
Aaron ThorntonPrincipal Research Scientist, CSIROCorreu electrònic verificat a csiro.au
Andrew J. ChristoffersonRMIT UniversityCorreu electrònic verificat a rmit.edu.au
Paul WilliamsProfessor of Molecular Microbiology, University of NottinghamCorreu electrònic verificat a nottingham.ac.uk
Daniel G. AndersonMassachusetts Institute of TechnologyCorreu electrònic verificat a mit.edu
Sviatlana LamakaHelmholtz-Zentrum HereonCorreu electrònic verificat a hzg.de
WANG Frédéricprofesseur en langue et pensée chinoises, InalcoCorreu electrònic verificat a inalco.fr
Michael BreedonResearch Scientist, CSIROCorreu electrònic verificat a csiro.au
ivan coleRMITCorreu electrònic verificat a rmit.edu.au

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Winkler, D*

CSIRO or Monash or La Trobe or Defence or Nottingham or Pharmacy

Correu electrònic verificat a latrobe.edu.au - Pàgina d'inici

regenerative medicine drugs/biomaterials/2D materials/porous materials design AI/machine learning cheminformatics complex sy


Títol Ordena per cites Ordena per any Ordena per títol	Citada per Citada per	Any
Bayesian regularization of neural networks F Burden, D Winkler Artificial neural networks, 23-42, 2008	1203*	2008
QSAR without Borders – ISI Highly Cited Paper: ISI Hot Paper EN Muratov, J Bajorath, RP Sheridan, I Tetko, D Filimonov, V Poroikov, ... Chemical Society Reviews 49, 3525, 2020	758	2020
Beware of R2: simple, unambiguous assessment of the prediction accuracy of QSAR and QSPR models – ISI Highly Cited paper DLJ Alexander, A Tropsha, DA Winkler Journal of Chemical Information and Modeling 55 (7), 1316-1322, 2015	732	2015
Quantitative structure–property relationship modeling of diverse materials properties - ISI Highly Cited paper T Le, VC Epa, FR Burden, DA Winkler Chemical Reviews 112 (5), 2889-2919, 2012	581	2012
Robust QSAR models using Bayesian regularized neural networks FR Burden, DA Winkler Journal of Medicinal Chemistry 42 (16), 3183-3187, 1999	299	1999
Opening the black box of neural networks: methods for interpreting neural network models in clinical applications. Z Zhang, MW Beck, DA Winkler, B Huang, W Sibanda, H Goyal Ann. Transl. Med. 6 (11), 216, 2018	292	2018
A renaissance of neural networks in drug discovery II Baskin, D Winkler, IV Tetko Expert opinion on drug discovery 11 (8), 785-795, 2016	275	2016
Machine Learning for Electrocatalyst and Photocatalyst Design and Discovery – ISI Highly Cited paper H Mai, TC Le, D Chen, DA Winkler, RA Caruso Chemical Reviews 122 (16), 13478-13515, 2022	259	2022
Consistent concepts of self‐organization and self‐assembly JD Halley, DA Winkler Complexity 14 (2), 10-17, 2008	251	2008
The Materials Genome in Action: Identifying the Performance Limits of Physical Hydrogen Storage AW Thornton, CM Simon, J Kim, O Kwon, KS Deeg, K Konstas, SJ Pas, ... Chemistry of Materials 29 (7), 2844-2854, 2017	237	2017
The role of quantitative structure-activity relationships (QSAR) in biomolecular discovery DA Winkler Briefings in bioinformatics 3 (1), 73-86, 2002	214	2002
Modeling biological activities of nanoparticles VC Epa, FR Burden, C Tassa, R Weissleder, S Shaw, DA Winkler Nano letters 12 (11), 5808-5812, 2012	211	2012
Discovery and optimization of materials using evolutionary approaches TC Le, DA Winkler Chemical reviews 116 (10), 6107-6132, 2016	210	2016
Applying quantitative structure–activity relationship approaches to nanotoxicology: current status and future potential DA Winkler, E Mombelli, A Pietroiusti, L Tran, A Worth, B Fadeel, ... Toxicology 313 (1), 15-23, 2013	208	2013
Computational Modelling and Simulation of CO2 Capture by Aqueous Amines X Yang, Q Yang, G Puxty, R Rees, DA Winkler Chemical Reviews 117 (14), 9524–9593, 2017	200	2017
A critical overview of computational approaches employed for COVID-19 drug discovery – ISI Highly Cited paper E Muratov, N Brown, D Fourches, D Kozakov, JL Medina-Franco, K Merz, ... Chemical Society Reviews 50 (21 August), 9121-9151, 2021	184	2021
Materials for stem cell factories of the future AD Celiz, JGW Smith, R Langer, DG Anderson, DA Winkler, DA Barrett, ... Nature Materials 13 (6), 570-579, 2014	184	2014
Validating Eaton's hypothesis: Cubane as a benzene bioisostere BA Chalmers, H Xing, S Houston, C Clark, S Ghassabian, A Kuo, B Cao, ... Angewandte Chemie International Edition 55 (11), 3580-3585, 2016	181*	2016
Towards chromate-free corrosion inhibitors: structure–property models for organic alternatives DA Winkler, M Breedon, AE Hughes, FR Burden, AS Barnard, TG Harvey, ... Green Chemistry 16 (6), 3349-3357, 2014	181	2014
Design of potential anti-HIV agents. 1. Mannosidase inhibitors DA Winkler, G Holan Journal of medicinal chemistry 32 (9), 2084-2089, 1989	181	1989

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