Data-driven State-space Models for Acoustical Systems
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Short description of portfolio item number 1
Short description of portfolio item number 2 
Published in Acoustics, 2021
My master thesis. Reduced order modelling for acoustic systems.
Recommended citation: Pelling, A.J.R. and Sarradj, E. (2021) “Efficient Forced Response Computations of Acoustical Systems with a State-Space Approach,” Acoustics, 3(3), pp. 581–593. Available at: https://doi.org/10.3390/acoustics3030037.
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Published in Applied Acoustics, 2023
A compressed sensing method for noise prediction in an industrial application in cooperation with Rolls-Royce Deutschland.
Recommended citation: Mustafi, P. et al. (2023) “Noise prediction from the measured surface-vibration of a casing structure by using compressed sensing and finite element method,” Applied Acoustics, 211, p. 109527. Available at: https://doi.org/10.1016/j.apacoust.2023.109527.
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Published in Multimedia Tools and Applications, 2023
AcouPipe: A machine learning extension for Acoular.
Recommended citation: Kujawski, A. et al. (2023) “A framework for generating large-scale microphone array data for machine learning,” Multimedia Tools and Applications. Available at: https://doi.org/10.1007/s11042-023-16947-w.
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Published in arXiv, 2024
Rational interpolation of parametric systems from non-parametric snapshot realizations.
Recommended citation: Pelling, A.J.R. et al. (2024) “Snapshot-driven Rational Interpolation of Parametric Systems.” arXiv. Available at: https://doi.org/10.48550/arXiv.2406.01236.
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Published in EURASIP Journal on Audio, Speech, and Music Processing, 2024
A comprehensive dataset of anechoic impulse responses.
Recommended citation: Kujawski, A., Pelling, A.J.R. and Sarradj, E. (2024) “MIRACLE—a microphone array impulse response dataset for acoustic learning,” EURASIP Journal on Audio, Speech, and Music Processing, 2024(1), p. 32. Available at: https://doi.org/10.1186/s13636-024-00352-8.
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Published in arXiv, 2025
Modifications of the shifted Cholesky QR Algorithm and efficient implementation im pyMOR.
Recommended citation: Bindhak, M., Pelling, A.J.R. and Saak, J. (2025) “Towards an Efficient Shifted Cholesky QR for Applications in Model Order Reduction using pyMOR.” arXiv. Available at: https://doi.org/10.48550/arXiv.2507.07788.
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Published in TU Berlin depositonce, 2025
A comprehensive dataset of room impulse responses extending the MIRACLE dataset.
Recommended citation: Pelling, A.J.R., Kujawski, A. and Sarradj, E. (2025) “SRIRACHA: Shoebox Room Impulse Response Archive with Varying Absorption.” Available at: https://depositonce.tu-berlin.de/handle/11303/25123 (Accessed: October 30, 2025).
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Published in Mechanical Systems and Signal Processing, 2025
A randomized and adaptive modifcation of Eigensystem Realization Algorithm and a dead time extraction method for acoustical systems.
Recommended citation: Pelling, A.J.R. and Sarradj, E. (2026) “Adaptive reduced order modelling of acoustic LTI systems with input–output dead time,” Mechanical Systems and Signal Processing, 242, p. 113613. Available at: https://doi.org/10.1016/j.ymssp.2025.113613.
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Undergraduate course, University 1, Department, 2014
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Workshop, University 1, Department, 2015
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