FEBRUARY 15, 2024 Journal Article Dark matter halo mass functions and density profiles from mass and energy cascade ( Read More )
FEBRUARY 15, 2024 Journal Article Machine learning methods for particle stress development in suspension Poiseuille flows ( Read More )
FEBRUARY 15, 2024 Journal Article Constraining chaos: Enforcing dynamical invariants in the training of reservoir computers ( Read More )
FEBRUARY 15, 2024 Journal Article A GPU accelerated mixed-precision Smoothed Particle Hydrodynamics framework with cell-based relative coordinate ( Read More )
FEBRUARY 15, 2024 Journal Article Physics-Informed Machine Learning Method for Large-Scale Data Assimilation Problems ( Read More )
FEBRUARY 15, 2024 Journal Article A coupled reinforcement learning and IDAES process modeling framework for automated conceptual design of energy and chemical systems ( Read More )
OCTOBER 13, 2023 Journal Article Multifidelity Deep Operator Networks For Data-Driven and Physics-Informed Problems ( Read More )
OCTOBER 13, 2023 Journal Article Disaster Risk and Artificial Intelligence: A Framework to Characterize Conceptual Synergies and Future Opportunities ( Read More )
OCTOBER 13, 2023 Conference Paper TopFusion: Using Topological Feature Space for Fusion and Imputation in Multi-Modal Data ( Read More )
OCTOBER 11, 2023 Journal Article On the dual advantage of placing observations through forward sensitivity analysis ( Read More )
SEPTEMBER 22, 2023 Journal Article Global nitrogen deposition inputs to cropland at national scale from 1961 to 2020 ( Read More )
SEPTEMBER 16, 2023 Journal Article On the statistical theory of self-gravitating collisionless flow ( Read More )
SEPTEMBER 7, 2023 Conference Paper Experimental Observations of the Topology of Convolutional Neural Network Activations ( Read More )
SEPTEMBER 1, 2023 Journal Article Integer Sequences from Configurations in the Hausdorff Metric Geometry via Edge Covers of Bipartite Graphs ( Read More )
AUGUST 13, 2023 Conference Paper Do Neural Networks Trained with Topological Features Learn Different Internal Representations? ( Read More )
JULY 12, 2023 Journal Article COVID19 Disease Map, a computational knowledge repository of virus–host interaction mechanisms ( Read More )
JULY 11, 2023 Journal Article Constructing Neural Network-Based Models for Simulating Dynamical Systems ( Read More )