JUNE 30, 2023 Journal Article A Multifidelity Deep Operator Network Approach to Closure for Multiscale Systems ( Read More )
JUNE 23, 2023 Journal Article Sensitivity of the pseudo-global warming method under flood conditions: A case study from the Northeastern U.S. ( Read More )
JUNE 9, 2023 Journal Article Physics-informed machine-learning model of temperature evolution under solid phase processes ( Read More )
MAY 26, 2023 Journal Article A Bayesian Approach for Characterizing and Mitigating Gate and Measurement Errors ( Read More )
MAY 13, 2023 Report Model Advancements to Enable Impact Analysis of Climate Change on Streamflow Temperature ( Read More )
MAY 5, 2023 Journal Article Physics-informed Karhunen-Loeve and Neural Network Approximations for Solving Inverse Differential Equation Problems ( Read More )
MAY 3, 2023 Journal Article Interacting effects of watershed and coastal processes on the evolution of compound flooding during Hurricane Irene ( Read More )
APRIL 27, 2023 Journal Article Inverse modeling of hydrologic parameters in CLM4 via generalized polynomial chaos in the Bayesian framework ( Read More )
APRIL 13, 2023 Conference Paper Bundle Networks: Fiber Bundles, Local Trivializations, and a Generative Approach to Exploring Many-to-one Maps ( Read More )
APRIL 12, 2023 Journal Article Snekmer: A scalable pipeline for protein sequence fingerprinting based on amino acid recoding ( Read More )
APRIL 11, 2023 Journal Article Universal scaling laws and density slopes for dark matter haloes ( Read More )
APRIL 4, 2023 Report Grid Resilience to Extreme Events – Connecting Science to Investments and Policy ( Read More )
APRIL 1, 2023 Conference Paper Evaluating generative networks using Gaussian mixtures of image features ( Read More )
APRIL 1, 2023 Journal Article Updating and Evaluating Anthropogenic Emissions for NOAA’s Global Ensemble Forecast Systems for Aerosols (GEFS-Aerosols): Application of an SO2 Bias-Scaling Method ( Read More )
APRIL 1, 2023 Conference Paper Efficient Clustering of Software Vulnerabilities using Self Organizing Map (SOM) ( Read More )
MARCH 2, 2023 Journal Article Structural Inference of Networked Dynamical Systems with Universal Differential Equations ( Read More )
FEBRUARY 17, 2023 Conference Paper QuCNN : A Quantum Convolutional Neural Network with Entanglement Based Backpropagation ( Read More )
FEBRUARY 15, 2023 Journal Article Machine-learning-based spectral methods for partial differential equations ( Read More )
FEBRUARY 15, 2023 Journal Article Multistep and continuous physics-informed neural network methods for learning governing equations and constitutive relations ( Read More )