JULY 5, 2023 Report Machine learning approaches to streamline and enhance the analysis of multiscale imaging data for bioaerosol and soil particles ( Read More )
JUNE 22, 2023 Journal Article Exploring Parameter Redundancy in the Unitary Coupled-Cluster Ansatze for Hybrid Variational Quantum Computing ( Read More )
JUNE 14, 2023 Report Deep Learning At Depth: Estimating subsurface parameters from geophysical monitoring data. ( Read More )
JUNE 14, 2023 Report DeepCare: Improving Patient Care using Deep Learning on Electronic Health Records ( Read More )
MAY 26, 2023 Journal Article A Bayesian Approach for Characterizing and Mitigating Gate and Measurement Errors ( Read More )
APRIL 21, 2023 Conference Paper A Pulse Generation Framework with Augmented Program-aware Basis Gates and Criticality Analysis ( Read More )
APRIL 12, 2023 Journal Article QASMBench: A Low-Level Quantum Benchmark Suite for NISQ Evaluation and Simulation ( Read More )
APRIL 11, 2023 Journal Article Influence of Surface and Intermolecular Interactions on the Properties of Supported Polyoxometalates ( 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 1, 2023 Conference Paper A Framework for Neural Network Inference on FPGA-Centric SmartNICs ( Read More )
APRIL 1, 2023 Journal Article Machine Learning Models for Predicting Molecular UV-Vis Spectra with Quantum Mechanical Properties ( Read More )
APRIL 1, 2023 Conference Paper Accelerating Random Forest Classification on GPU and FPGA ( Read More )
APRIL 1, 2023 Conference Paper Impact-Driven Sampling Strategies for Hybrid Attack Graphs ( Read More )
FEBRUARY 28, 2023 Conference Paper HBMax: Optimizing Memory Efficiency for Parallel Influence Maximization on Multicore Architectures ( Read More )
FEBRUARY 17, 2023 Conference Paper QuYBE - An Algebraic Compiler for Quantum Circuit Compression ( Read More )
FEBRUARY 17, 2023 Journal Article Ambient Tip-Enhanced Two Photon Photoluminescence from CdSe/ZnS Quantum Dots ( Read More )