Engineering | Meteorology | Physics Learning nonlinear operators in latent spaces for real-time predictions of complex dynamics in physical systems. June 14, 2024
Other Rethinking skip connections in Spiking Neural Networks with Time-To-First-Spike coding. February 29, 2024
Acoustics | Game Audio | Virtual Reality Sound propagation in realistic interactive 3D scenes with parameterized sources using deep neural operators. January 4, 2024
Artificial Intelligence | Data Science | Statistics Discovering and forecasting extreme events via active learning in neural operators. January 4, 2024
Computational Mechanics | Mechanical Engineering Interfacing finite elements with deep neural operators for fast multiscale modeling of mechanics problems. June 29, 2023
Cardiology | Neurology Artificial intelligence velocimetry reveals in vivo flow rates, pressure gradients, and shear stresses in murine perivascular flows. March 29, 2023
Biomechanics | Cardiology | Genetics G2Φnet: Relating genotype and biomechanical phenotype of tissues with deep learning. October 31, 2022
Biomechanics | Cardiology | Computational Biology Neural operator learning of heterogeneous mechanobiological insults contributing to aortic aneurysms. August 31, 2022
Ophthalmology AOSLO-net: A Deep Learning-Based Method for Automatic Segmentation of Retinal Microaneurysms From Adaptive Optics Scanning Laser Ophthalmoscopy Images. August 8, 2022
Ophthalmology Artificial intelligence velocimetry and microaneurysm-on-a-chip for three-dimensional analysis of blood flow in physiology and disease. March 25, 2021
Computational Biology | Systems Biology Systems biology informed deep learning for inferring parameters and hidden dynamics. November 18, 2020
Artificial Intelligence | Data Science | Physics SympNets: Intrinsic structure-preserving symplectic networks for identifying Hamiltonian systems. September 5, 2020