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 13, 2022 Journal Article A Review of the Use of Wearables in Indoor Environmental Quality Studies and an Evaluation of Data Accessibility from a Wearable Device ( 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 )
MARCH 17, 2022 Journal Article Assessing overall building energy performance of a large population of residential single-family homes using limited field data ( Read More )
FEBRUARY 19, 2022 Conference Paper Automated Generation of Integrated Digital and Spiking Neuromorphic Machine Learning Accelerators ( Read More )
JANUARY 30, 2022 Report The Distribution System Operator with Transactive (DSO+T) Study ( Read More )
JANUARY 30, 2022 Report Distribution System Operator with Transactive (DSO+T) Study Volume 1: Main Report ( Read More )
DECEMBER 18, 2021 Report Visual Modeling for Complex System Valuation: Implementation Guidance ( Read More )
NOVEMBER 11, 2021 Journal Article Prevalence of typical operational problems and energy savings opportunities in U.S. commercial buildings ( Read More )
NOVEMBER 10, 2021 Journal Article Experimental investigation on thermal inertia characterization of commercial buildings for demand response ( Read More )
OCTOBER 28, 2021 Conference Paper Leaky Buddies: Cross-Component Covert Channels on Integrated CPU-GPU Systems ( Read More )
SEPTEMBER 22, 2021 Journal Article Physics-constrained Deep Learning of Multi-zone Building Thermal Dynamics ( Read More )