JANUARY 20, 2023 Conference Paper An MLIR-based Compiler Flow for System-Level Design and Hardware Acceleration ( Read More )
JANUARY 13, 2023 Journal Article SBbadger: Biochemical Reaction Networks with Definable Degree Distributions ( Read More )
JANUARY 13, 2023 Journal Article Learning Global Proliferation Expertise Evolution using AI-Driven Analytics and Public Information ( Read More )
JANUARY 13, 2023 Journal Article Learning and Fast Adaptation for Grid Emergency Control via Deep Meta Reinforcement Learning ( Read More )
JANUARY 13, 2023 Conference Paper MemGaze: Rapid and Effective Load-Level Memory Trace Analysis ( Read More )
JANUARY 13, 2023 Conference Paper Improved Distributed-memory Triangle Counting by Exploiting the Graph Structure ( Read More )
JANUARY 13, 2023 Journal Article Mechanistic Investigation of SARS-CoV-2 Main Protease to Accelerate Design of Covalent Inhibitors ( Read More )
JANUARY 13, 2023 Journal Article Dissecting Tensor Cores via Microbenchmarks: Latency, Throughput and Numerical Behaviors ( Read More )
NOVEMBER 4, 2022 Journal Article Machine Learning for Ultrasonic Nondestructive Examination of Welding Defects: A Systematic Review ( Read More )
NOVEMBER 1, 2022 Journal Article Evaluating the resilience benefits of marine energy in microgrids ( 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 )
SEPTEMBER 21, 2022 Journal Article Near real time monitoring and forecasting for COVID-19 situational awareness ( Read More )
SEPTEMBER 21, 2022 Journal Article Deep Learning to Estimate Permeability using Geophysical Data ( Read More )
SEPTEMBER 21, 2022 Conference Paper Towards Superior Software Portability with SHAD and HPX C++ Libraries ( Read More )
SEPTEMBER 21, 2022 Conference Paper ASAP: Automatic Synthesis of Area-Efficient and Precision-Aware CGRAs ( Read More )
JULY 8, 2022 Journal Article Differentiable Predictive Control: Deep Learning Alternative to Explicit Model Predictive Control for Unknown Nonlinear Systems ( Read More )