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 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 1, 2023 Conference Paper Evaluating generative networks using Gaussian mixtures of image features ( 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 )
FEBRUARY 8, 2023 Conference Paper Towards Automatic Mapping of Vulnerabilities to Attack Patterns using Large Language Models ( Read More )
JANUARY 31, 2023 Conference Paper Deception-Based Cyber Attacks on Hierarchical Control Systems using Domain-Aware Koopman Learning ( Read More )
JANUARY 31, 2023 Journal Article A Geospatial Risk Analysis Graphical User Interface for Identifying Hazardous Chemicals Emission Sources ( Read More )
JANUARY 31, 2023 Report Enhancing Risk Analysis of Accidental Release Using CFD Modeling and Machine Learning ( Read More )