Multi-Stage Neural Network Framework for Probabilistic-to-Continuous Predictions

James Daniell; Kazuma Kobayashi; Syed Alam; Ayodeji Alajo; Souvik Chakraborty; Dinesh Kumar

doi:10.13182/NPICHMIT23-41198

Multi-Stage Neural Network Framework for Probabilistic-to-Continuous Predictions

James Daniell
, Kazuma Kobayashi
, Syed Alam
, Ayodeji Alajo
, Souvik Chakraborty
, Dinesh Kumar

Nuclear Engineering and Radiation Science

Missouri University of Science and Technology
Indian Institute of Technology Delhi
University of Bristol

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Original language	English
Title of host publication	Proceedings of 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023
Publisher	American Nuclear Society
Pages	1278-1287
Number of pages	10
ISBN (Electronic)	9780894487910
DOIs	https://doi.org/10.13182/NPICHMIT23-41198
State	Published - 2023
Event	13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023 - Knoxville, United States Duration: Jul 15 2023 → Jul 20 2023

Publication series

Name	Proceedings of 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023

Conference

Conference	13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023
Country/Territory	United States
City	Knoxville
Period	7/15/23 → 7/20/23

ASJC Scopus Subject Areas

Human-Computer Interaction
Energy Engineering and Power Technology
Nuclear Energy and Engineering
Control and Systems Engineering

Keywords

Machine Learning
Nuclear Reactor
Physics Informed
Predictive Modeling

Access to Document

10.13182/NPICHMIT23-41198

Cite this

Daniell, J., Kobayashi, K., Alam, S., Alajo, A., Chakraborty, S., & Kumar, D. (2023). Multi-Stage Neural Network Framework for Probabilistic-to-Continuous Predictions. In Proceedings of 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023 (pp. 1278-1287). (Proceedings of 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023). American Nuclear Society. https://doi.org/10.13182/NPICHMIT23-41198

Multi-Stage Neural Network Framework for Probabilistic-to-Continuous Predictions. / Daniell, James; Kobayashi, Kazuma; Alam, Syed et al.
Proceedings of 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023. American Nuclear Society, 2023. p. 1278-1287 (Proceedings of 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

Daniell, J, Kobayashi, K, Alam, S, Alajo, A, Chakraborty, S & Kumar, D 2023, Multi-Stage Neural Network Framework for Probabilistic-to-Continuous Predictions. in Proceedings of 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023. Proceedings of 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023, American Nuclear Society, pp. 1278-1287, 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023, Knoxville, United States, 7/15/23. https://doi.org/10.13182/NPICHMIT23-41198

Daniell J, Kobayashi K, Alam S, Alajo A, Chakraborty S, Kumar D. Multi-Stage Neural Network Framework for Probabilistic-to-Continuous Predictions. In Proceedings of 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023. American Nuclear Society. 2023. p. 1278-1287. (Proceedings of 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023). doi: 10.13182/NPICHMIT23-41198

Daniell, James ; Kobayashi, Kazuma ; Alam, Syed et al. / Multi-Stage Neural Network Framework for Probabilistic-to-Continuous Predictions. Proceedings of 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023. American Nuclear Society, 2023. pp. 1278-1287 (Proceedings of 13th Nuclear Plant Instrumentation, Control and Human-Machine Interface Technologies, NPIC and HMIT 2023).

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Multi-Stage Neural Network Framework for Probabilistic-to-Continuous Predictions

Publication series

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ASJC Scopus Subject Areas

Keywords

Access to Document

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