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 )
FEBRUARY 28, 2023 Conference Paper HBMax: Optimizing Memory Efficiency for Parallel Influence Maximization on Multicore Architectures ( Read More )
FEBRUARY 24, 2023 Conference Paper MARS: Malleable Actor-Critic Reinforcement Learning Scheduler ( Read More )
FEBRUARY 24, 2023 Conference Paper MLIR loop optimizations for High-Level Synthesis: a case study ( Read More )
FEBRUARY 18, 2023 Journal Article ambrosia: An R package for calculating and analyzing food demand that is responsive to changing incomes and prices ( Read More )
FEBRUARY 17, 2023 Conference Paper QuYBE - An Algebraic Compiler for Quantum Circuit Compression ( 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 )
JANUARY 20, 2023 Conference Paper SODA Synthesizer: an Open-source, Multi-level, Modular, Extensible Compiler from High-level Frameworks to Silicon ( Read More )
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 Mechanistic Investigation of SARS-CoV-2 Main Protease to Accelerate Design of Covalent Inhibitors ( 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 Journal Article Density functional theory study of formation and diffusion of hydrogen, deuterium, and tritium in Pd-V intermetallic compounds ( Read More )
JANUARY 13, 2023 Conference Paper MemGaze: Rapid and Effective Load-Level Memory Trace Analysis ( Read More )
JANUARY 13, 2023 Journal Article Dissecting Tensor Cores via Microbenchmarks: Latency, Throughput and Numerical Behaviors ( Read More )
JANUARY 13, 2023 Conference Paper Improved Distributed-memory Triangle Counting by Exploiting the Graph Structure ( Read More )
NOVEMBER 4, 2022 Journal Article Machine Learning for Ultrasonic Nondestructive Examination of Welding Defects: A Systematic Review ( Read More )