W4288419263

• Identifying Evolutionary Relatedness Effects on Diversification from Phylogenies using Neural Networks

  2026 bioRxiv (Cold Spring Harbor Laboratory) preprint Earth and Planetary Sciences Evolution and Paleontology Studies Open access

  0

  citations
• Predicting the equivalent alkane carbon number of oils using graph neural networks and quantum mechanical descriptors

  2025 Computers & Chemical Engineering article Computer Science Computational Drug Discovery Methods Open access

  0

  citations
• Parameter Estimation from Phylogenetic Trees Using Neural Networks and Ensemble Learning

  2025 Systematic Biology article Earth and Planetary Sciences Evolution and Paleontology Studies Open access

  3

  citations
• Predicting the temperature-dependent CMC of surfactant mixtures with graph neural networks

  2025 Computers & Chemical Engineering article Chemistry Surfactants and Colloidal Systems Open access

  12

  citations
• Cross-Domain Graph Level Anomaly Detection

  2024 IEEE Transactions on Knowledge and Data Engineering article Computer Science Anomaly Detection Techniques and Applications Open access

  4

  citations
• Graph neural networks for surfactant multi-property prediction

  2024 Colloids and Surfaces A Physicochemical and Engineering Aspects article Chemistry Surfactants and Colloidal Systems Open access cited by 1 patent

  30

  citations
• Multi-omic profiling of follicular lymphoma reveals changes in tissue architecture and enhanced stromal remodeling in high-risk patients

  2024 Cancer Cell article Medicine Lymphoma Diagnosis and Treatment Open access

  72

  citations
• Solving AC Power Flow with Graph Neural Networks under Realistic Constraints

  2023 conference-paper Engineering Optimal Power Flow Distribution

  20

  citations
• Physical pooling functions in graph neural networks for molecular property prediction

  2023 Computers & Chemical Engineering article Computer Science Computational Drug Discovery Methods Open access

  59

  citations
• Graph neural networks for temperature-dependent activity coefficient prediction of solutes in ionic liquids

  2023 Computers & Chemical Engineering article Chemical Engineering Ionic liquids properties and applications Open access

  86

  citations
• Graph Neural Networks Based Log Anomaly Detection and Explanation

  2023 SSRN Electronic Journal preprint Computer Science Software System Performance and Reliability Open access

  8

  citations
• Graph Neural Networks for low-energy event classification & reconstruction in IceCube

  2022 Journal of Instrumentation article Physics and Astronomy Neutrino Physics Research Open access

  41

  citations
• Graph neural networks for the prediction of molecular structure-property relationships

  2022 arXiv (Cornell University) preprint Computer Science Computational Drug Discovery Methods Open access

  2

  citations
• Graph Machine Learning for Design of High-Octane Fuels

  2022 RWTH Publications (RWTH Aachen) preprint Materials Science Machine Learning in Materials Science Open access

  0

  citations
• Solving AC Power Flow with Graph Neural Networks under Realistic Constraints

  2022 RWTH Publications (RWTH Aachen) conference-paper Engineering Optimal Power Flow Distribution Open access

  2

  citations
• Predicting basin stability of power grids using graph neural networks

  2022 New Journal of Physics article Engineering Power System Optimization and Stability Open access

  37

  citations
• Graph neural networks for reconstruction and classification in KM3NeT

  2021 Journal of Instrumentation article Physics and Astronomy Neutrino Physics Research Open access

  15

  citations
• Reconstruction of Neutrino Events in IceCube using Graph Neural Networks

  2021 International Cosmic Ray Conference conference-paper Physics and Astronomy Neutrino Physics Research Open access

  4

  citations
• Study of mass composition of cosmic rays with IceTop and IceCube

  2021 International Cosmic Ray Conference conference-paper Physics and Astronomy Astrophysics and Cosmic Phenomena Open access

  9

  citations

19 results