JANUARY 13, 2023 Conference Paper Optimal Transport for Super Resolution Applied to Astronomy Imaging ( Read More )
JANUARY 13, 2023 Journal Article Drag reduction and the Vogel exponent of a flexible beam in transient shear flows ( Read More )
JANUARY 13, 2023 Conference Paper Sparse Deep Neural Network Inference using different Programming Models ( Read More )
JANUARY 13, 2023 Conference Paper Improved Distributed-memory Triangle Counting by Exploiting the Graph Structure ( Read More )
JANUARY 13, 2023 Report Improved Data Interpretation through Identification of Time Series Periodicity Changes ( Read More )
JANUARY 13, 2023 Journal Article GeoThermalCloud: Machine Learning for Geothermal Resource Exploration ( Read More )
JANUARY 13, 2023 Journal Article Matching Complexes of Trees and Applications of the Matching Tree Algorithm ( Read More )
NOVEMBER 9, 2022 Journal Article Learning Functional Priors and Posteriors from Data and Physics ( Read More )
NOVEMBER 9, 2022 Journal Article Physics-informed neural networks for solving forward and inverse flow problems via the Boltzmann-BGK formulation ( Read More )
NOVEMBER 9, 2022 Journal Article Towards A Unified Theory of Fractional and Nonlocal Vector Calculus ( Read More )
NOVEMBER 4, 2022 Journal Article Machine Learning for Ultrasonic Nondestructive Examination of Welding Defects: A Systematic Review ( Read More )
OCTOBER 21, 2022 Journal Article A Review of Non-Cognitive Applications for Neuromorphic Computing ( Read More )
OCTOBER 21, 2022 Conference Paper Scalable and Memory-Efficient Algorithms for Controlling Networked Epidemic Processes Using Multiplicative Weights Update Method ( Read More )
OCTOBER 14, 2022 Conference Paper Neural Ordinary Differential Equations for Nonlinear System Identification ( Read More )
OCTOBER 13, 2022 Conference Paper The SODA Approach: Leveraging High-Level Synthesis for Hardware/Software Co-design and Hardware Specialization: Invited ( Read More )
OCTOBER 13, 2022 Conference Paper A Length Adaptive Algorithm-Hardware Co-design of Transformer on FPGA Through Sparse Attention and Dynamic Pipelining ( Read More )
OCTOBER 11, 2022 Journal Article Reduction of detection limit and quantification uncertainty due to interferent by neural classification with abstention ( Read More )