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Henning Lange
Henning Lange
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Cited by
Year
From Fourier to Koopman: Spectral methods for long-term time series prediction
H Lange, SL Brunton, JN Kutz
Journal of Machine Learning Research 22 (41), 1-38, 2021
652021
Bolt: Energy disaggregation by online binary matrix factorization of current waveforms
H Lange, M Bergés
Proceedings of the 3rd ACM International Conference on Systems for Energy …, 2016
282016
The neural energy decoder: energy disaggregation by combining binary subcomponents
H Lange, M Bergés
Proceeding of the 3rd International Workshop on Non-Intrusive Load Monitoring, 2016
242016
Efficient inference in dual-emission FHMM for energy disaggregation
H Lange, M Bergés
AAAI Conference on Artificial Intelligence, 248-254, 2016
202016
Data-driven modeling of rotating detonation waves
A Mendible, J Koch, H Lange, SL Brunton, JN Kutz
Physical Review Fluids 6 (5), 050507, 2021
132021
Electrical meter system for energy desegregation
H Lange, JZ Kolter, M Berges
US Patent 11,499,999, 2022
102022
Learning to solve ac optimal power flow by differentiating through holomorphic embeddings
H Lange, B Chen, M Berges, S Kar
arXiv preprint arXiv:2012.09622, 2020
102020
Design and implementation of a low-cost arduino-based high-frequency ac waveform meter board for the raspberry pi
M Quintana, H Lange, M Bergés
Proceedings of the 4th acm international conference on systems for energy …, 2017
102017
Variational bolt: Approximate learning in factorial hidden markov models with application to energy disaggregation
H Lange, M Bergés
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
92018
Neural variational identification and filtering for stochastic non-linear dynamical systems with application to non-intrusive load monitoring
H Lange, M Bergés, Z Kolter
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
72019
Data-Driven operation of building systems: present challenges and future prospects
M Bergés, H Lange, J Gao
Advanced Computing Strategies for Engineering: 25th EG-ICE International …, 2018
52018
Deep probabilistic Koopman: long-term time-series forecasting under periodic uncertainties
AT Mallen, H Lange, JN Kutz
International Journal of Forecasting, 2023
32023
Dyna-Bolt: Domain Adaptive Binary Factorization Of Current Waveforms For Energy Disaggregation
B Chen, J Liu, H Lange, M Bergés
ICASSP 2020-2020 IEEE International Conference on Acoustics, Speech and …, 2020
22020
Factornet: Learning to factorize intractable and multi-modal posterior distributions for energy disaggregation
H Lange, M Bergés
Proceedings of the 4th International Workshop on Non-Intrusive Load Monitoring, 2018
22018
Disaggregation by state inference a probabilistic framework for non-intrusive load monitoring
H Lange
22016
Fc2t2: The fast continuous convolutional taylor transform with applications in vision and graphics
H Lange, JN Kutz
arXiv preprint arXiv:2111.00110, 2021
12021
Data-driven modeling of detonation wave interactions in rotating detonation engines
A Mendible, J Koch, H Lange, S Brunton, N Kutz
APS Division of Fluid Dynamics Meeting Abstracts, K09. 001, 2020
12020
Spectral methods for time series prediction with application to fluid flows
H Lange, S Brunton, N Kutz
APS Division of Fluid Dynamics Meeting Abstracts, Q41. 008, 2019
12019
Variational Methods for Energy Systems
H Lange
Carnegie Mellon University, 2019
2019
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