Matthew P. Juniper
Orcid: 0000-0002-8742-9541
According to our database1,
Matthew P. Juniper
authored at least 15 papers
between 2012 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
2023
IEEE Trans. Image Process., 2023
2022
Proceedings of the IEEE Symposium Series on Computational Intelligence, 2022
2021
Simultaneous boundary shape estimation and velocity field de-noising in Magnetic Resonance Velocimetry using Physics-informed Neural Networks.
CoRR, 2021
Forecasting Thermoacoustic Instabilities in Liquid Propellant Rocket Engines Using Multimodal Bayesian Deep Learning.
CoRR, 2021
Online parameter inference for the simulation of a Bunsen flame using heteroscedastic Bayesian neural network ensembles.
CoRR, 2021
Data Assimilation Using Heteroscedastic Bayesian Neural Network Ensembles for Reduced-Order Flame Models.
Proceedings of the Computational Science - ICCS 2021, 2021
2020
Early Detection of Thermoacoustic Instabilities in a Cryogenic Rocket Thrust Chamber using Combustion Noise Features and Machine Learning.
CoRR, 2020
Real-time parameter inference in reduced-order flame models with heteroscedastic Bayesian neural network ensembles.
CoRR, 2020
Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020
2019
2017
Adjoint-based sensitivity analysis of low-order thermoacoustic networks using a wave-based approach.
J. Comput. Phys., 2017
2016
Stability analysis of thermo-acoustic nonlinear eigenproblems in annular combustors. Part II. Uncertainty quantification.
J. Comput. Phys., 2016
Stability analysis of thermo-acoustic nonlinear eigenproblems in annular combustors. Part I. Sensitivity.
J. Comput. Phys., 2016
2013
Matrix-free continuation of limit cycles for bifurcation analysis of large thermoacoustic systems.
J. Comput. Phys., 2013
2012
J. Comput. Phys., 2012