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Explainable Machine Learning for prediction and monitoring of compressive strength in LC3 production2026 Zenodo (CERN European Organization for Nuclear Research) preprint Engineering Mineral Processing and Grinding Open access
Thorsten Kalb, Ismael Kithinji Kinoti, Wilson Ricardo Leal da Silva, Chiara Masiero, Gian Antonio Susto
0citations -
Condition Classification of Fibre Ropes during Cyclic Bend over Sheave testing Using Machine Learning2022 International Journal of Prognostics and Health Management article Engineering Mechanical stress and fatigue analysis Open access
Shaun Falconer, Thomas Bäck, Ellen Nordgård-Hansen, Geir Grasmo
0citations -
Explainable Machine Learning for prediction and monitoring of compressive strength in LC3 production2026 Zenodo (CERN European Organization for Nuclear Research) preprint Engineering Concrete and Cement Materials Research Open access
Thorsten Kalb, Ismael Kithinji Kinoti, Wilson Ricardo Leal da Silva, Chiara Masiero, Gian Antonio Susto
0citations -
A mixed formulation for physics-informed neural networks as a potential solver for engineering problems in heterogeneous domains: comparison with finite element method2022 arXiv (Cornell University) preprint Physics and Astronomy Model Reduction and Neural Networks Open access
Shahed Rezaei, Ali Harandi, Ahmad Moeineddin, Bai‐Xiang Xu, Stefanie Reese
216citations -
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 -
Using Machine Learning to Predict Adverse Effects of Metallic Nanomaterials to Various Aquatic Organisms2023 Environmental Science & Technology article Environmental Science Environmental Toxicology and Ecotoxicology Open access cited by 1 patent
Yunchi Zhou, Ying Wang, Willie J.G.M. Peijnenburg, Martina G. Vijver, Surendra Balraadjsing, Wenhong Fan
92citations -
FLAMINGO: calibrating large cosmological hydrodynamical simulations with machine learning2023 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Galaxies: Formation, Evolution, Phenomena Open access
Roi Kugel, Joop Schaye, Matthieu Schaller, John C Helly, Joey Braspenning, Willem Elbers, +14 more
89citations -
An Intelligent Early Warning System for Harmful Algal Blooms: Harnessing the Power of Big Data and Deep Learning2024 Environmental Science & Technology article Environmental Science Aquatic Ecosystems and Phytoplankton Dynamics
Jing Qian, Li Qian, Nan Pu, Yonghong Bi, Andre Wilhelms, Stefan Norra
60citations -
Pandemic Drugs at Pandemic Speed: Infrastructure for Accelerating COVID-19 Drug Discovery with Hybrid Machine Learning- and Physics-based Simulations on High Performance Computers2021 arXiv (Cornell University) preprint Computer Science Computational Drug Discovery Methods Open access
Agastya P. Bhati, Shunzhou Wan, Austin Clyde, Mathis Bode, Mikhail Titov, André Merzky, +20 more
42citations -
Fully automatic cardiac four chamber and great vessel segmentation on CT pulmonary angiography using deep learning2022 Frontiers in Cardiovascular Medicine article Computer Science Medical Image Segmentation Techniques Open access
Michael J. Sharkey, Jonathan Christopher Taylor, Samer Alabed, Krit Dwivedi, Kavita Karunasaagarar, Christopher Johns, +10 more
39citations -
New Halogenated Compounds from Halimeda macroloba Seaweed with Potential Inhibitory Activity against Malaria2022 Molecules article Agricultural and Biological Sciences Seaweed-derived Bioactive Compounds Open access
Abeer H. Elmaidomy, Eman Maher Zahran, Raya Soltane, Ahlam Alasiri, Hani Saber, Che Julius Ngwa, +4 more
37citations -
Camera fusion for real-time temperature monitoring of neonates using deep learning2022 Medical & Biological Engineering & Computing article Medicine Infrared Thermography in Medicine Open access cited by 2 patents
Simon Lyra, Jöran Rixen, Konrad Heimann, Srinivasa Karthik, Jayaraj Joseph, Kumutha Jayaraman, +4 more
31citations -
Thermodynamic and Economic Potential of Glycerol Oxidation to Replace Oxygen Evolution in Water Electrolysis2024 Industrial & Engineering Chemistry Research article Energy Electrocatalysts for Energy Conversion Open access
Katharina M. Ebeling, Dominik Bongartz, Sonja D. Mürtz, Regina Palkovits, Alexander Mitsos
27citations -
Deep learning for 3D vascular segmentation in hierarchical phase contrast tomography: a case study on kidney2024 Scientific Reports article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent
Ekin Yağış, Shahab Aslani, Yashvardhan Jain, Yang Zhou, Shahrokh Rahmani, Joseph Brunet, +7 more
25citations -
Rheumatoid arthritis classification and prediction by consistency-based deep learning using extremity MRI scans2024 Biomedical Signal Processing and Control article Medicine Rheumatoid Arthritis Research and Therapies Open access
Yanli Li, Tahereh Hassanzadeh, Denis P. Shamonin, M. Reijnierse, Annette H M van der Helm–van Mil, Berend C. Stoel
16citations