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 13, 2023 Conference Paper Differential Property Prediction: A Machine Learning Approach to Experimental Design in Advanced Manufacturing ( 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 11, 2023 Conference Paper H-GCN: A Graph Convolutional Network Accelerator on Versal ACAP Architecture ( Read More )
APRIL 11, 2023 Journal Article Accelerating Matrix-Centric Graph Processing on GPUs through Bit-Level Optimizations ( Read More )
APRIL 4, 2023 Conference Paper Flexible and Accessible 4D Subsurface Visualization Using a Web-Based Platform ( Read More )
APRIL 1, 2023 Conference Paper A Framework for Neural Network Inference on FPGA-Centric SmartNICs ( 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 )
APRIL 1, 2023 Conference Paper Accelerating Random Forest Classification on GPU and FPGA ( Read More )
MARCH 31, 2023 Journal Article AI-Accelerated Design of Targeted Covalent Inhibitors for SARS-CoV-2 ( Read More )
MARCH 29, 2023 Conference Paper VWC-BERT: Scaling Vulnerability–Weakness–Exploit Mapping on Modern AI Accelerators ( Read More )
MARCH 29, 2023 Conference Paper Towards Precision-Aware Fault Tolerance Approaches for Mixed-Precision Applications ( Read More )
MARCH 23, 2023 Conference Paper Towards On-Chip Learning for Low Latency Reasoning with End-to-End Synthesis ( Read More )
MARCH 22, 2023 Journal Article Codesign for Extreme Heterogeneity: Integrating Custom Hardware with Commodity Computing Technology to Support Next-Generation HPC Converged Workloads ( Read More )
MARCH 2, 2023 Journal Article Structural Inference of Networked Dynamical Systems with Universal Differential Equations ( Read More )