JUNE 6, 2023 Report VOLTTRON Modular Framework: Enabling flexible and scalable deployment solutions ( Read More )
MAY 27, 2023 Conference Paper Attention-based Aspect Reasoning for Knowledge Base Question Answering on Clinical Notes ( Read More )
MAY 23, 2023 Journal Article Emulating Aerosol Optics with Randomly Generated Neural Networks ( Read More )
MAY 12, 2023 Journal Article PeakDecoder enables machine learning-based metabolite annotation and accurate profiling in multidimensional mass spectrometry measurements ( Read More )
MAY 10, 2023 Conference Paper Union: A Unified HW-SW Co-Design Ecosystem in MLIR for Evaluating Tensor Operationson Spatial Accelerators ( 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 5, 2023 Journal Article Physics informed deep neural network embedded in a chemical transport model for the Amazon rainforest ( 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 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 Towards Precision-Aware Fault Tolerance Approaches for Mixed-Precision Applications ( Read More )
MARCH 29, 2023 Conference Paper VWC-BERT: Scaling Vulnerability–Weakness–Exploit Mapping on Modern AI Accelerators ( Read More )
MARCH 23, 2023 Journal Article MZA: a data conversion tool to facilitate software development and artificial intelligence research in multidimensional mass spectrometry ( 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 22, 2023 Journal Article Parameters, Properties, and Process: Conditional Neural Generation of Realistic SEM Imagery Towards ML-assisted Advanced Manufacturing ( Read More )