SEPTEMBER 21, 2022 Journal Article Evaluating Performance of Different Generative Adversarial Networks for Large-Scale Building Power Demand Prediction ( Read More )
SEPTEMBER 21, 2022 Journal Article Preparing for the next pandemic via transfer learning from existing diseases with hierarchical multi-modal BERT: a study on COVID-19 outcome prediction ( Read More )
SEPTEMBER 21, 2022 Conference Paper ASAP: Automatic Synthesis of Area-Efficient and Precision-Aware CGRAs ( Read More )
SEPTEMBER 21, 2022 Journal Article Do-calculus enables estimation of causal effects in partially observed biomolecular pathways ( Read More )
SEPTEMBER 21, 2022 Conference Paper Towards Superior Software Portability with SHAD and HPX C++ Libraries ( Read More )
SEPTEMBER 21, 2022 Journal Article Deep Learning to Estimate Permeability using Geophysical Data ( Read More )
JULY 8, 2022 Journal Article Differentiable Predictive Control: Deep Learning Alternative to Explicit Model Predictive Control for Unknown Nonlinear Systems ( Read More )
JUNE 14, 2022 Conference Paper EQC: Ensembled Quantum Computing for Variational Quantum Algorithms ( Read More )
MAY 24, 2022 Conference Paper Exploring the Use of Novel Spatial Accelerators in Scientific Applications ( Read More )
APRIL 27, 2022 Conference Paper LC-MEMENTO: A Memory Model for Accelerated Architectures ( Read More )
APRIL 8, 2022 Conference Paper WinnowML: Stable feature selection for maximizing prediction accuracy of time-based system modeling ( Read More )
APRIL 8, 2022 Conference Paper Scalable Approaches to Selecting Key Entities in Large Networked Infrastructure Systems ( Read More )
MARCH 24, 2022 Conference Paper A High Performance Sparse Tensor Algebra Compiler in MLIR ( Read More )
MARCH 18, 2022 Conference Paper Optimizing FPGA-based Accelerator Design for Large-Scale Molecular Similarity Search (Special Session Paper) ( Read More )
MARCH 18, 2022 Conference Paper FL-DISCO: Federated Generative Adversarial Network for Graph-based Molecule Drug Discovery: Special Session Paper ( Read More )
FEBRUARY 19, 2022 Conference Paper Automated Generation of Integrated Digital and Spiking Neuromorphic Machine Learning Accelerators ( Read More )
FEBRUARY 2, 2022 Journal Article A comparison of infectious disease forecasting methods across locations, diseases, and time ( Read More )
JANUARY 20, 2022 Report Software-defined Networking for Energy Delivery Systems (SDN4EDS): An Architectural Blueprint – Final Report ( Read More )