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 9, 2023 Journal Article Physics-informed machine-learning model of temperature evolution under solid phase processes ( Read More )
JUNE 6, 2023 Report VOLTTRON Modular Framework: Enabling flexible and scalable deployment solutions ( Read More )
MAY 26, 2023 Journal Article A Bayesian Approach for Characterizing and Mitigating Gate and Measurement Errors ( 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 )
MAY 5, 2023 Journal Article Physics-informed Karhunen-Loeve and Neural Network Approximations for Solving Inverse Differential Equation Problems ( Read More )
MAY 3, 2023 Journal Article Interacting effects of watershed and coastal processes on the evolution of compound flooding during Hurricane Irene ( Read More )
APRIL 27, 2023 Journal Article Inverse modeling of hydrologic parameters in CLM4 via generalized polynomial chaos in the Bayesian framework ( Read More )
APRIL 13, 2023 Conference Paper Bundle Networks: Fiber Bundles, Local Trivializations, and a Generative Approach to Exploring Many-to-one Maps ( Read More )
APRIL 13, 2023 Conference Paper Differential Property Prediction: A Machine Learning Approach to Experimental Design in Advanced Manufacturing ( Read More )
APRIL 12, 2023 Journal Article Snekmer: A scalable pipeline for protein sequence fingerprinting based on amino acid recoding ( 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 4, 2023 Conference Paper Flexible and Accessible 4D Subsurface Visualization Using a Web-Based Platform ( Read More )