JUNE 30, 2023 Journal Article A Multifidelity Deep Operator Network Approach to Closure for Multiscale Systems ( Read More )
JUNE 28, 2023 Journal Article CoolPINNs: A Physics-informed Neural Network Modeling of Active Cooling in Vascular Systems ( Read More )
JUNE 23, 2023 Conference Paper Hydropower Potential at Non-Powered Dams: A Multi-Criteria Decision Analysis Tool based on Grid, Community, Industry, and Environmental Impacts ( Read More )
JUNE 21, 2023 Report Fixing Amdahl's Law within the Limits of Accelerated Systems: FALLACY ( Read More )
JUNE 14, 2023 Report DeepCare: Improving Patient Care using Deep Learning on Electronic Health Records ( Read More )
JUNE 14, 2023 Report Deep Learning At Depth: Estimating subsurface parameters from geophysical monitoring data. ( Read More )
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 14, 2023 Journal Article Non-parametric projections of national income distribution consistent with the Shared Socioeconomic Pathways ( 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 )