Data Science | Mathematics Accurate deep learning-based filtering for chaotic dynamics by identifying instabilities without an ensemble. September 30, 2024
Computer Science | Mathematics Message-Passing Monte Carlo: Generating low-discrepancy point sets via graph neural networks. September 26, 2024
Computer Science | Mathematics Shomikoron: Dataset to discover equations from Bangla Mathematical text. August 27, 2024
Computer Science | Mathematics | Physics Machine learning for the identification of phase transitions in interacting agent-based systems: A Desai-Zwanzig example. August 20, 2024
Computer Science | Mathematics A Hyper-Transformer model for Controllable Pareto Front Learning with Split Feasibility Constraints. August 9, 2024
Computer Science | Mathematics | Physics Can physics-informed neural networks beat the finite element method? June 27, 2024
Mathematics | Statistics MRET: Modified Recursive Elimination Technique for ranking author assessment parameters. June 13, 2024
Fluid Dynamics | Mathematics | Physics Recurrent flow patterns as a basis for two-dimensional turbulence: Predicting statistics from structures. May 31, 2024
Gastroenterology | Mathematics | Medical Imaging Topological Deep Learning: A New Dimension in Gastroenterology for Metabolic Dysfunction-Associated Fatty Liver. May 20, 2024
Computer Science | Mathematics Low dimensional approximation and generalization of multivariate functions on smooth manifolds using deep ReLU neural networks. March 8, 2024