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Newton versus the machine: solving the chaotic three-body problem using deep neural networks2020 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Model Reduction and Neural Networks Open access cited by 1 patent
Philip G. Breen, Christopher N. Foley, Tjarda Boekholt, Simon Portegies Zwart
97citations -
3DDPDs: describing protein dynamics for proteochemometric bioactivity prediction. A case for (mutant) G protein-coupled receptors2023 Journal of Cheminformatics article Computer Science Computational Drug Discovery Methods Open access
Marina Gorostiola González, Remco L. van den Broek, Magdalini Chatzopoulou, Willem Jespers, Adriaan P. IJzerman, Laura H. Heitman, +1 more
6citations -
Capability analysis of the dynamic R-test measuring thermo-elastic errors of a five-axis machine tool2025 CIRP journal of manufacturing science and technology article Engineering Advanced Measurement and Metrology Techniques Open access
Tae Hun Lee, Tim Klinkhammer, Daniel Zontar, Christian Brecher
3citations -
High-Frequency Vibration Tests for Cement Concrete for Machine Tools (300–500 Hz)2022 Journal of Vibration Engineering & Technologies article Engineering Innovative concrete reinforcement materials Open access
Christian Brecher, Caroline Kiesewetter-Marko, Matthias Kalthoff, Stephan Neus
3citations -
Global models and predictions of plant diversity based on advanced machine learning techniques2022 New Phytologist article Environmental Science Ecology and Vegetation Dynamics Studies Open access
Lirong Cai, Holger Kreft, Amanda Taylor, Pierre Denelle, Julian Schrader, Franz Essl, +19 more
185citations -
Five years of GOSAT-2 retrievals with RemoTeC: XCO 2 and XCH 4 data products with quality filtering by machine learning2025 Atmospheric measurement techniques article Environmental Science Atmospheric and Environmental Gas Dynamics Open access
Andrew Gerald Barr, Jochen Landgraf, Mari C. Martinez-Velarte, Mihalis Vrekoussis, Ralf Sussmann, Isamu Morino, +7 more
3citations -
Is There a Future for Stochastic Modeling in Business and Industry in the Era of Machine Learning and Artificial Intelligence?2025 Applied Stochastic Models in Business and Industry article Mathematics Statistical Methods and Applications Open access
Fabrizio Ruggeri, David L. Banks, William S. Cleveland, N. I. Fisher, Marcos Escobar‐Anel, Paolo Giudici, +13 more
7citations -
Hybrid soft sensor modeling for the wire section in tissue manufacturing: integrating first-principles and machine learning models2025 Nordic Pulp & Paper Research Journal article Engineering Fault Detection and Control Systems Open access
Rosario Othen, Chen Lu Song, Jan-Christoph Schlake, Christian Möbitz, Thomas Gries
0citations -
A blended TROPOMI+GOSAT satellite data product for atmospheric methane using machine learning to correct retrieval biases2023 Atmospheric measurement techniques article Environmental Science Atmospheric and Environmental Gas Dynamics Open access
Nicholas Balasus, Daniel J. Jacob, Alba Lorente, Joannes D. Maasakkers, Robert J. Parker, Hartmut Boesch, +4 more
82citations