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Opening the Black Box: Towards inherently interpretable energy data imputation models using building physics insight2023 arXiv (Cornell University) preprint Engineering Building Energy and Comfort Optimization Open access
Antonio Liguori, Matías Quintana, Chun Fu, Clayton Carl Miller, Jérôme Frisch, Christoph van Treeck
0citations -
Inferring Parameters in a Complex Land Surface Model by Combining Data Assimilation and Machine Learning2025 Journal of Advances in Modeling Earth Systems article Earth and Planetary Sciences Meteorological Phenomena and Simulations Open access
Lasse Torben Keetz, Kristoffer Aalstad, Rosie A. Fisher, Christian Poppe Terán, Bibi S. Naz, Norbert Pirk, +2 more
7citations -
A Spatiotemporal Deep Learning Approach for Urban Pluvial Flood Forecasting with Multi-Source Data2023 Water article Environmental Science Hydrological Forecasting Using AI Open access cited by 1 patent
Benjamin Burrichter, Julian Hofmann, Juliana Koltermann da Silva, André Niemann, Markus Quirmbach
45citations -
Data implementation matters: Effect of software choice and LCI database evolution on a comparative LCA study of permanent magnets2023 Journal of Industrial Ecology article Environmental Science Environmental Impact and Sustainability Open access
Brenda Miranda Xicotencatl, René Kleijn, Sander S. van Nielen, Franco Donati, Benjamin Sprecher, Arnold Tukker
29citations -
ECG Matching: An Approach to Synchronize ECG Datasets for Data Quality Comparisons2023 Studies in health technology and informatics book-chapter Medicine ECG Monitoring and Analysis Open access
Mohamed Alhaskir, Matteo Tschesche, Elisabeth Schriewer, Yvonne G. Weber, Stefan Wolking, Rainer Röhrig, +2 more
1citations -
Reducing spatial discretization error on coarse CFD simulations using an openFOAM-embedded deep learning framework2024 Engineering With Computers article Physics and Astronomy Model Reduction and Neural Networks Open access
Jesus Gonzalez-Sieiro, David Pardo, Vincenzo Nava, Victor M. Calo, Markus Towara
5citations -
Erratum: Galactic potential constraints from clustering in action space of combined stellar stream data2022 Monthly Notices of the Royal Astronomical Society erratum Physics and Astronomy Stellar, planetary, and galactic studies Open access
Stella Reino, Elena Maria Rossi, Robyn E. Sanderson, Elena Sellentin, A. Helmi, Helmer H. Koppelman, +1 more
3citations -
Thermal Characterization and Predictive Modeling of Thermo-Elastic Errors in Five-Axis Machining Centers Using Dynamic R-Test2025 Journal of Manufacturing and Materials Processing article Engineering Advanced Measurement and Metrology Techniques Open access
Tae Hun Lee, Tim Klinkhammer, Daniel Zontar, Christian Brecher
2citations