Steven Atkinson

According to our database, Steven Atkinson authored at least 14 papers between 1994 and 2021.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2021

Inverse Aerodynamic Design of Gas Turbine Blades using Probabilistic Machine Learning.

Sayan Ghosh, Govinda A. Padmanabha, Cheng Peng, Steven Atkinson, Valeria Andreoli, Piyush Pandita, Thomas Vandeputte, Nicholas Zabaras, Liping Wang

CoRR, 2021

Discovery of Physics and Characterization of Microstructure from Data with Bayesian Hidden Physics Models.

Steven Atkinson, Yiming Zhang, Liping Wang

Proceedings of the AAAI 2021 Spring Symposium on Combining Artificial Intelligence and Machine Learning with Physical Sciences, Stanford, CA, USA, March 22nd - to, 2021

2020

Bayesian Hidden Physics Models: Uncertainty Quantification for Discovery of Nonlinear Partial Differential Operators from Data.

Steven Atkinson

CoRR, 2020

Advances in Bayesian Probabilistic Modeling for Industrial Applications.

Sayan Ghosh, Piyush Pandita, Steven Atkinson, Waad Subber, Yiming Zhang, Natarajan Chennimalai-Kumar, Suryarghya Chakrabarti, Liping Wang

CoRR, 2020

Bayesian task embedding for few-shot Bayesian optimization.

Steven Atkinson, Sayan Ghosh, Natarajan Chennimalai-Kumar, Genghis Khan, Liping Wang

CoRR, 2020

2019

Structured Bayesian Gaussian process latent variable model: Applications to data-driven dimensionality reduction and high-dimensional inversion.

Steven Atkinson, Nicholas Zabaras

J. Comput. Phys., 2019

Data-driven discovery of free-form governing differential equations.

Steven Atkinson, Waad Subber, Liping Wang, Genghis Khan, Philippe Hawi, Roger G. Ghanem

CoRR, 2019

2018

Structured Bayesian Gaussian process latent variable model.

Steven Atkinson, Nicholas Zabaras

CoRR, 2018

2000

Reasoning about Software-Component Behavior.

Murali Sitaraman, Steven Atkinson, Gregory Kulczycki, Bruce W. Weide, Timothy J. Long, Paolo Bucci, Wayne D. Heym, Scott M. Pike, Joseph E. Hollingsworth

Proceedings of the Software Reuse: Advances in Software Reusability, 2000

1998

Modelling formal integrated component retrieval.

Steven Atkinson

Proceedings of the Fifth International Conference on Software Reuse, 1998

1997

Formal engineering of software library systems

Steven Atkinson

PhD thesis, 1997

Cognitive Deficiencies in Software Library Design.

Steven Atkinson

Proceedings of the 4th Asia-Pacific Software Engineering and International Computer Science Conference (APSEC '97 / ICSC '97), 1997

1995

Towards an Open Software Conversion Architecture.

Paul A. Bailes, Steven Atkinson, Murray Chapman, Dan B. Johnston, Ian Peake

Int. J. Softw. Eng. Knowl. Eng., 1995

1994

Proprietary vs. "open systems" options in the construction of knowledge-based software reengineering environments.

Paul A. Bailes, Steven Atkinson, Murray Chapman, Dan B. Johnston, Ian Peake

Proceedings of the First Asia-Pacific Software Engineering Conference, 1994