Jens Sadowski

Monash University — Australia

Computer Science · Physical Sciences

22h-index4.2kcitations48works0.02yr avg
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Research Topics

Computational Drug Discovery Methods(33), Analytical Chemistry and Chromatography(19), Chemical Synthesis and Analysis(9), Machine Learning in Materials Science(5), Protein Structure and Dynamics(3)

Publications48 total

Computer-vision research is hiding its role in creating ‘Big Brother’ technologies
Nature·2025
Virtual Screening in the Cloud Identifies Potent and Selective ROS1 Kinase Inhibitors
Journal of Chemical Information and Modeling·2022· 17 cited
Virtual Screening Expands the Non-Natural Amino Acid Palette for Peptide Optimization
Journal of Chemical Information and Modeling·2022· 22 cited
Virtual Screening in the Cloud: How Big Is Big Enough?
Journal of Chemical Information and Modeling·2019· 78 cited
Scaffold Hopping by Fragment Replacement
Journal of Chemical Information and Modeling·2013· 43 cited
Three‐Dimensional Structure Generation
Methods and principles in medicinal chemistry·2007
Properties Guiding Drug‐ and Lead‐Likeness
Methods and principles in medicinal chemistry·2007· 10 cited
MIMUMBA Revisited: Torsion Angle Rules for Conformer Generation Derived from X‐Ray Structures.
ChemInform·2007
MIMUMBA Revisited:  Torsion Angle Rules for Conformer Generation Derived from X-ray Structures
Journal of Chemical Information and Modeling·2006· 34 cited
The Use of Self-organizing Neural Networks in Drug Design
Kluwer Academic Publishers eBooks·2005· 46 cited
Optimization of the drug-likeness of chemical libraries
Kluwer Academic Publishers eBooks·2005· 6 cited
“In-House Likeness”:  Comparison of Large Compound Collections Using Artificial Neural Networks
Journal of Chemical Information and Modeling·2005· 17 cited
Structure Modification in Chemical Databases
Methods and principles in medicinal chemistry·2005· 176 cited
Hardware accelerated watershed based echocardiographic image segmentation
2005· 1 cited
Comparison of Support Vector Machine and Artificial Neural Network Systems for Drug/Nondrug Classification.
ChemInform·2004· 20 cited
3D Structure Generation and Conformational Searching
2003· 12 cited
3D Structure Generation and Conformational Searching
2003· 9 cited
Comparison of Support Vector Machine and Artificial Neural Network Systems for Drug/Nondrug Classification
Journal of Chemical Information and Computer Sciences·2003· 554 cited
3D Structure Generation
2003· 15 cited
Design optimization of microwave power heterojunction bipolar transistor cells
IEEE MTT-S International Microwave Symposium digest·2003· 3 cited
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Frequent Co-authors

Johann Gasteiger(23), Markus Wagener(12), Soheila Anzali(5), Andreas Zell(4), Paul Levi(4), Jarosław Polański(4), Christof H. Schwab(4), Christine Rudolph(3), Henri Bauknecht(3), Gerhard Barnickel(3), Michael Krug(3), G. Klebe(2), Evgeny Byvatov(2), Uli Fechner(2), Gisbert Schneider(2), Jan Schuur(2), Paul M. Selzer(2), Valentin Steinhauer(2), Harald Bayer(2), Ulrike Holzgrabe(2)