Steven Atkinson

Publication Activity (10 Years)

Years Active: 1994-2021
Publications (10 Years): 10

Top Topics

Industrial Applications

Dimensionality Reduction

Hyperparameters

Top Venues

J. Comput. Phys.

AAAI Spring Symposium: MLPS

Publications

Steven Atkinson, Yiming Zhang, Liping Wang
Discovery of Physics and Characterization of Microstructure from Data with Bayesian Hidden Physics Models. CoRR (2021)
Sayan Ghosh, Govinda A. Padmanabha, Cheng Peng, Steven Atkinson, Valeria Andreoli, Piyush Pandita, Thomas Vandeputte, Nicholas Zabaras, Liping Wang
Inverse Aerodynamic Design of Gas Turbine Blades using Probabilistic Machine Learning. CoRR (2021)
Steven Atkinson, Yiming Zhang, Liping Wang
Discovery of Physics and Characterization of Microstructure from Data with Bayesian Hidden Physics Models. AAAI Spring Symposium: MLPS (2021)
Steven Atkinson, Sayan Ghosh, Natarajan Chennimalai-Kumar, Genghis Khan, Liping Wang
Bayesian task embedding for few-shot Bayesian optimization. CoRR (2020)
Steven Atkinson
Bayesian Hidden Physics Models: Uncertainty Quantification for Discovery of Nonlinear Partial Differential Operators from Data. CoRR (2020)
Sayan Ghosh, Piyush Pandita, Steven Atkinson, Waad Subber, Yiming Zhang, Natarajan Chennimalai-Kumar, Suryarghya Chakrabarti, Liping Wang
Advances in Bayesian Probabilistic Modeling for Industrial Applications. CoRR (2020)
Steven Atkinson, Waad Subber, Liping Wang, Genghis Khan, Philippe Hawi, Roger G. Ghanem
Data-driven discovery of free-form governing differential equations. CoRR (2019)
Steven Atkinson, Nicholas Zabaras
Structured Bayesian Gaussian process latent variable model: Applications to data-driven dimensionality reduction and high-dimensional inversion. J. Comput. Phys. 383 (2019)
Steven Atkinson, Nicholas Zabaras
Structured Bayesian Gaussian process latent variable model. CoRR (2018)
Steven Atkinson, Nicholas Zabaras
Structured Bayesian Gaussian process latent variable model: applications to data-driven dimensionality reduction and high-dimensional inversion. CoRR (2018)
Murali Sitaraman, Steven Atkinson, Gregory Kulczycki, Bruce W. Weide, Timothy J. Long, Paolo Bucci, Wayne D. Heym, Scott M. Pike, Joseph E. Hollingsworth
Reasoning about Software-Component Behavior. ICSR (2000)
Steven Atkinson
Modelling formal integrated component retrieval. ICSR (1998)
Steven Atkinson
Cognitive Deficiencies in Software Library Design. APSEC (1997)
Paul A. Bailes, Steven Atkinson, Murray Chapman, Dan B. Johnston, Ian Peake
Towards an Open Software Conversion Architecture. Int. J. Softw. Eng. Knowl. Eng. 5 (3) (1995)
Paul A. Bailes, Steven Atkinson, Murray Chapman, Dan B. Johnston, Ian Peake
Proprietary vs. "open systems" options in the construction of knowledge-based software reengineering environments. APSEC (1994)