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Philine Lou Bommer
Philine Lou Bommer
TU Berlin, ZI Mannheim
Verified email at tu-berlin.de
Title
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Year
Reconstructing nonlinear dynamical systems from multi-modal time series
D Kramer, PL Bommer, C Tombolini, G Koppe, D Durstewitz
arXiv preprint arXiv:2111.02922, 2021
152021
Finding the right XAI method--A Guide for the Evaluation and Ranking of Explainable AI Methods in Climate Science
P Bommer, M Kretschmer, A Hedström, D Bareeva, MMC Höhne
arXiv preprint arXiv:2303.00652, 2023
142023
The meta-evaluation problem in explainable AI: identifying reliable estimators with MetaQuantus
A Hedström, P Bommer, KK Wickstrøm, W Samek, S Lapuschkin, ...
arXiv preprint arXiv:2302.07265, 2023
112023
Using spatio-temporal neural networks to investigating teleconnections and enhance S2S forecasts of european extreme weather
PL Bommer, M Kretschmer, P Boehnke, MC Marina
EGU24, 2024
2024
Evaluation of explainable AI solutions in climate science
P Bommer, M Kretschmer, A Hedstroem, D Bareeva, MMC Hoehne
EGU General Assembly Conference Abstracts, EGU-12528, 2023
2023
Identifying nonlinear dynamical systems from multi-modal time series data
PL Bommer, D Kramer, C Tombolini, G Koppe, D Durstewitz
arXiv e-prints, arXiv: 2111.02922, 2021
2021
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