Evolving Neural Network Structures: An Evaluation of Encoding Techniques. - Stephen G. Roberts; Mike Turega (ICANNGA, 1995)

The Integrated Delivery of Large-Scale Data Mining: The ACSys Data Mining Project. - Graham J. Williams; Irfan Altas; Sergey Bakin; Peter Christen; Markus Hegland; Alonso Marquez; Peter Milne; Rajehndra Nagappan; Stephen G. Roberts (Large-Scale Parallel Data Mining, 1999)

A parallel finite element surface fitting algorithm for data mining. - Peter Christen; Irfan Altas; Markus Hegland; Stephen G. Roberts; Kevin Burrage; Roger B. Sidje (PARCO, 1999)

Towards a Parallel Data Mining Toolbox. - Peter Christen; Markus Hegland; Ole Møller Nielsen; Stephen G. Roberts; Peter E. Strazdins; Tatiana Semenova; Irfan Altas; Timothy Hancock (IPDPS, 2001)

Scalable parallel algorithms for surface fitting and data mining. - Peter Christen; Markus Hegland; Ole Møller Nielsen; Stephen G. Roberts; Peter E. Strazdins; Irfan Altas (Parallel Comput., 2001)

Approximation of a Thin Plate Spline Smoother Using Continuous Piecewise Polynomial Functions. - Stephen G. Roberts; Markus Hegland; Irfan Altas (SIAM J. Numer. Anal., 2003)

Teaching Computational Science Using VPython and Virtual Reality. - Stephen G. Roberts; Henry J. Gardner; Shaun Press; Linda Stals (International Conference on Computational Science, 2004)

Simulation of Tsunami and Flash Floods. - Stephen Gwyn Roberts; Ole Møller Nielsen; John D. Jakeman (HPSC, 2006)

Smoothing and Filling Holes with Dirichlet Boundary Conditions. - Linda Stals; Stephen G. Roberts (HPSC, 2006)

Local and Dimension Adaptive Sparse Grid Interpolation and Quadrature - John D. Jakeman; Stephen G. Roberts (CoRR, 2011)

Fault-Tolerant Grid-Based Solvers: Combining Concepts from Sparse Grids and MapReduce. - Jay Walter Larson; Markus Hegland; Brendan Harding; Stephen G. Roberts; Linda Stals; Alistair P. Rendell; Peter E. Strazdins; Md. Mohsin Ali; Christoph Kowitz; Ross H. Nobes; James Southern; Nicholas Wilson; et al. (ICCS, 2013)

Managing Complexity in the Parallel Sparse Grid Combination Technique. - Jay Walter Larson; Peter E. Strazdins; Markus Hegland; Brendan Harding; Stephen G. Roberts; Linda Stals; Alistair P. Rendell; Md. Mohsin Ali; James Southern (PARCO, 2013)

A new multivariate spline based on mixed partial derivatives and its finite element approximation. - Bishnu P. Lamichhane; Stephen G. Roberts; Markus Hegland (Appl. Math. Lett., 2014)

Weak local residuals as smoothness indicators for the shallow water equations. - Sudi Mungkasi; Zhenquan Li; Stephen Gwyn Roberts (Appl. Math. Lett., 2014)

A Mixed Finite Element Discretisation of Thin Plate Splines Based on Biorthogonal Systems. - Bishnu P. Lamichhane; Stephen G. Roberts; Linda Stals (J. Sci. Comput., 2016)

Stratified Space Learning: Reconstructing Embedded Graphs. - Yossi Bokor; Daniel Grixti-Cheng; Markus Hegland; Stephen G. Roberts; Katharine Turner (CoRR, 2019)

Weak Local Residuals as Smoothness Indicators in Adaptive Mesh Methods for Shallow Water Flows. - Sudi Mungkasi; Stephen Gwyn Roberts (Symmetry, 2020)

Comparing methods of randomizing Sobol′ sequences for improving uncertainty of metrics in variance-based global sensitivity estimation. - Xifu Sun; Barry F. W. Croke; Stephen G. Roberts; Anthony J. Jakeman (Reliab. Eng. Syst. Saf., 2021)

Benchmarking Active Subspace methods of global sensitivity analysis against variance-based Sobol' and Morris methods with established test functions. - Xifu Sun; Barry F. W. Croke; Anthony J. Jakeman; Stephen G. Roberts (Environ. Model. Softw., 2022)