Katherine Johnston

University of Cape Town — South Africa

Engineering · Physical Sciences

4h-index99citations22works0.02yr avg
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Research Topics

Fault Detection and Control Systems(4), Ethics in Clinical Research(3), Probabilistic and Robust Engineering Design(3), Machine Learning in Materials Science(3), Scientific Computing and Data Management(3)

Publications22 total

Discovering HPC Resources in Africa: Empowering Collaborative Research Opportunities
Zenodo (CERN European Organization for Nuclear Research)·2025Open Access
Developing Clinical Phenotype Data Collection Standards for Research in Africa
Global Health·2023· 4 citedOpen Access
Active Learning of SNAP Potentials using Bayesian Uncertainty Estimation.
2022Open Access
The UQTk C++/Python Toolkit for Uncertainty Quantification: Overview and Applications.
2022Open Access
Quantification and Propagation of Uncertainties in Machine Learning Interatomic Potentials for Molecular Dynamics.
2022Open Access
UQTk Version 3.1.2 User Manual
2022Open Access
The Development of a Sustainable Bioinformatics Training Environment Within the H3Africa Bioinformatics Network (H3ABioNet)
Frontiers in Education·2021· 19 citedOpen Access
Bayesian Characterization and Forward Propagation of the Uncertainty in Thermodynamic Models for Redox Active Materials.
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)·2021Open Access
Inference of Hydrogen RedOx Reactions Models using Bayesian Compressive Sensing.
2021Open Access
What makes software FAIR? Reviewing the Towards FAIR Principles for Research Software paper and new research related to FAIR software: A report from FAIR4RS Subgroup 4
Zenodo (CERN European Organization for Nuclear Research)·2021Open Access
TBDBT: A TB DataBase Template for collection of harmonized TB clinical research data in REDCap, facilitating data standardisation for inter-study comparison and meta-analyses
PLoS ONE·2021· 2 citedOpen Access
UQTk Version 3.1.1 User Manual
2021· 6 citedOpen Access
Bayesian Model Selection for Thermodynamic Models of Redox Active Metal Oxides.
2021Open Access
Nondegenerate Neural Codes and Obstructions to Closed-Convexity
arXiv (Cornell University)·2020Open Access
Neural Codes With Three Maximal Codewords: Convexity and Minimal Embedding Dimension
arXiv (Cornell University)·2020Open Access
UQTk User Manual (V.3.1.0)
2020Open Access
UQ Toolkit v 2.0
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)·2020Open Access
Proposed minimum information guideline for kidney disease—research and clinical data reporting: a cross-sectional study
BMJ Open·2019· 4 citedOpen Access
A framework for tiered informed consent for health genomic research in Africa
Nature Genetics·2019· 60 citedOpen Access
Bayesian Regression of Thermodynamic Models of Redox Active Materials.
OSTI OAI (U.S. Department of Energy Office of Scientific and Technical Information)·2019Open Access
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Frequent Co-authors

Khachik Sargsyan(7), Bert Debusschere(7), Cosmin Safta(5), Prashant Rai(4), Tiernan Casey(4), Xiaoshu Zeng(4), Luke Boll(4), Nicki Tiffin(3), Nicola Mulder(3), Mohammad Khalil(3), Kamaljit Chowdhary(3), Victoria Nembaware(2), Lyndon Zass(2), Melek Chaouch(2), Judit Kumuthini(2), Taryn Allie(2), Ellen B. Stechel(2), Anne Shiu(2), Logan Williams(2), Habib N. Najm(2)