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Uncovering flame physics with machine learning: Application to the reaction rate in hydrogen flames2026 Proceedings of the Combustion Institute article Engineering Combustion and flame dynamics Open access
Antonio Attili, Ludovico Nista, Tommaso Baffetti, Geveen Arumapperuma, Sofiane Al Kassar, Lukas Berger, +3 more
0citations -
Mapping tree species diversity across the Amazon using remote sensing, diverse environmental data and machine learning2026 International Journal of Applied Earth Observation and Geoinformation article Environmental Science Remote Sensing in Agriculture Open access
Shoyo Nakamura, Nandin‐Erdene Tsendbazar, Hans ter Steege, Lars Hein, Jannik Schultner
0citations -
Denoising low-field MR images with a deep learning algorithm based on simulated data from easily accessible open-source software2024 Journal of Magnetic Resonance article Computer Science Image and Signal Denoising Methods Open access
Chloé Najac, Beatrice Lena, Thomas O’Reilly, Yiming Dong, Peter Börnert, Hieab H.H. Adams, +1 more
12citations -
Multiscale segmentation using hierarchical phase-contrast tomography and deep learning2026 PLoS Computational Biology article Computer Science Medical Image Segmentation Techniques Open access
Yang Zhou, Shahab Zeini Aslani, Yousef Javanmardi, Joseph Brunet, David Stansby, Saskia Carroll, +5 more
3citations -
A gridded air quality forecast through fusing site-available machine learning predictions from RFSML v1.0 and chemical transport model results from GEOS-Chem v13.1.0 using the ensemble Kalman filter2023 Geoscientific model development article Environmental Science Air Quality Monitoring and Forecasting Open access
Jianbing Jin, Arjo J. Segers, Hong Liao, Ke Li, Bufan Xu, Wei Han, +2 more
14citations -
Machine learning-based emission rate estimates of global methane super-emissions2026 Atmospheric measurement techniques article Environmental Science Atmospheric and Environmental Gas Dynamics Open access
Clayton Roberts, Joannes D. Maasakkers, Tobias A. de Jong, Berend J. Schuit, Shubham Sharma, Théo Huegens, +3 more
0citations -
Changing-state irrelevant speech disrupts visual–verbal but not visual–spatial serial recall.2024 Journal of Experimental Psychology Learning Memory and Cognition article Neuroscience Memory Processes and Influences Open access
John Everett Marsh, Mark J. Hurlstone, Alexandre Marois, Linden J. Ball, Stuart Bryan Moore, Sabine J. Schlittmeier, +4 more
6citations -
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 -
Identifying Physical Structures in Our Galaxy with Gaussian Mixture Models: An Unsupervised Machine Learning Technique2023 The Astrophysical Journal article Physics and Astronomy Astrophysics and Star Formation Studies Open access
M. Tiwari, Rens Kievit, S. Kabanovic, Lars Bonne, Fabrizio Falasca, C. Guevara, +11 more
3citations -
How to enrich training data for machine learning-based landslide hazard prediction with spatio-temporal precipitation information?2026 Georisk Assessment and Management of Risk for Engineered Systems and Geohazards article Environmental Science Landslides and related hazards Open access
Ann-Kathrin Edrich, Anil Yıldiz, Ribana Roscher, Julia Kowalski
1citations -
Comparative assessment of flood risk using AHP and machine learning models in Kurigram district, Bangladesh2026 Journal of Geospatial Science and Analytics article Environmental Science Flood Risk Assessment and Management Open access
Pranta Bhowmik, Aminul Haque Laskor, Ananta Bhowmik, Mohaimenul Islam
0citations