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Stephan Chalup
Full Professor, School of Computer and Information Sciences, University of Newcastle
Joined
July 2019
Names
Stephan Chalup
(Preferred)
,
Stephan K. Chalup
,
S. Chalup
,
Stephan K Chalup
Emails
****@newcastle.edu.au
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
ORCID
LinkedIn
Career & Education History
Full Professor
School of Computer and Information Sciences,
University of Newcastle
(newcastle.edu.au)
2022
–
Present
Advisors, Relations & Conflicts
Coauthor
Dylan Peek
2022
–
Present
Coauthor
Khalil Mathieu Hannouch
2022
–
Present
Coauthor
Tahir Jauhar
2022
–
Present
Coauthor
Alan Blair
1999
–
Present
Expertise
topological data analysis
2016
–
Present
manifold learning
,
non-linear dimensionality reduction
2006
–
Present
artificial neural networks
,
deep learning
1997
–
Present
Publications
Investigating the influence of design and operational parameters on SAG mill energy spectra: A DEM and SHAP-based sensitivity analysis
Tahir Jauhar
,
Dasun Balasooriya
,
Ben Wilks
,
Stephan Chalup
,
Michael Carr
,
Craig Wheeler
,
Dean Ellis
Chemical Engineering Research and Design
Readers:
Everyone
Topology Type Estimation of Simulated 4D Image Data by Combining Downscaling and Convolutional Neural Networks
Khalil Mathieu Hannouch
,
Stephan Chalup
ACM Transactions on Graphics
Readers:
Everyone
Challenges in 3D Data Synthesis for Training Neural Networks on Topological Features
Dylan Peek
,
Matthew P. Skerritt
,
Siddharth Pritam
,
Stephan Chalup
SynData4CV
Readers:
Everyone
Parallel TD3 for Policy Gradient-Based Multi-condition Multi-objective Optimisation
Dasun Shalila Balasooriya
,
Alan Blair
,
Ben Wilks
,
Craig A. Wheeler
,
Tahir Jauhar
,
Stephan K. Chalup
EMO (2) 2025
Readers:
Everyone
Addressing deadlock in large-scale, complex rail networks via multi-agent deep reinforcement learning
Allan Messeder Caldas Bretas
,
Alexandre Mendes
,
Stephan K. Chalup
,
Martin Jackson
,
Riley Clement
,
Claudio Sanhueza
Expert Syst. J. Knowl. Eng. 2025
Readers:
Everyone
Multi-condition Multi-objective Airfoil Shape Optimisation Using Deep Reinforcement Learning Compared to Genetic Algorithms
Dasun Shalila Balasooriya
,
Alan Blair
,
Craig Wheeler
,
Stephan Chalup
Crossref
Readers:
Everyone
Sociodemographic Factors and Presentation Features of Individuals Seeking Mental Health Care in Emergency Departments: A Retrospective Cohort Study
Oliver Higgins
,
Rachel B. Sheather‐Reid
,
Stephan K. Chalup
,
Rhonda L. Wilson
International Journal of Mental Health Nursing
Readers:
Everyone
Machine Learning Model Reveals Determinators for Admission to Acute Mental Health Wards From Emergency Department Presentations
Oliver Higgins
,
Stephan K. Chalup
,
Rhonda L. Wilson
International Journal of Mental Health Nursing
Readers:
Everyone
A comparative analysis of deep neural network architectures for sentence classification using genetic algorithm
Brendan Rogers
,
Nasimul Noman
,
Stephan K. Chalup
,
Pablo Moscato
Evol. Intell. 2024
Readers:
Everyone
Disproportionate mental health presentations to emergency departments in a coastal regional community in Australia of first nation people
Oliver Higgins
,
Rachel B. Sheather‐Reid
,
Stephan K. Chalup
,
Rhonda L. Wilson
International Journal of Mental Health Nursing
Readers:
Everyone
View all 113 publications
Co-Authors
A. M. C. Bretas
A. Mendes
Aaron S. W. Wong
Abdul Jabbar
Adriana Simona Mihaita
Alan Blair
Alan D. Blair
Alex Biddulph
Alexander Biddulph
Alexandre Mendes
Ali Bakhshi
Ali Harimi
Allan M. C. Bretas
Allan Messeder Caldas Bretas
Arash Jalalian
Asad Abbas
Ben Wilks
Benedikt Boecking
Bilal H. Abed-alguni
Brandon Zahn
Brendan Annable
Brendan Rogers
Brooke L. Short
C. Sanhueza
Chris Tucker
View all 111 co-authors