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Jordan J Pannell
Jordan J Pannell
Data Scientist
Verified email at sheffield.ac.uk
Title
Cited by
Cited by
Year
Prediction of blast loading in an internal environment using artificial neural networks
AA Dennis, JJ Pannell, DJ Smyl, SE Rigby
International Journal of Protective Structures 12 (3), 287-314, 2021
352021
Physics-informed regularisation procedure in neural networks: An application in blast protection engineering
JJ Pannell, SE Rigby, G Panoutsos
International Journal of Protective Structures 13 (3), 555-578, 2022
222022
Predicting specific impulse distributions for spherical explosives in the extreme near-field using a Gaussian function
JJ Pannell, G Panoutsos, SB Cooke, DJ Pope, SE Rigby
International Journal of Protective Structures 12 (4), 437-459, 2021
222021
Application of transfer learning for the prediction of blast impulse
JJ Pannell, SE Rigby, G Panoutsos
International Journal of Protective Structures 14 (2), 242-262, 2023
132023
Predicting near-field specific impulse distributions using machine learning
JJ Pannell, SE Rigby, G Panoutsos, A Tyas, C SB, D Pope
18th International Symposium on Interaction of the Effects of Munitions with …, 2019
92019
Surrogate modelling strategies for the prediction of near-field blast impulse
JJ Pannell
University of Sheffield, 2022
12022
Near-field blast load predictions using machine learning
S Rigby, J Pannell, G Panoutsos
IAPS Newsletter 14, 2022
2022
A physics-guided machine learning approach to understanding loading distributions from explosive events
J Pannell, S Rigby, G Panoutsos
22nd IStructE Young Researchers Conference, 2020
2020
Quantifying agglomeration productivity in long-term infrastructure planning
H Arbabi, J Pannell, S Hincks, G Punzo
Productivity Insights Network, 2020
2020
Predicting specific impulse distributions for spherical explosives
JJ Pannell, G Panoutsos, SB Cooke, DJ Pope, SE Rigby
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Articles 1–10