NOVEMBER 4, 2022 Journal Article An Automated Scanning Transmission Electron Microscope Guided by Sparse Data Analytics ( Read More )
OCTOBER 29, 2022 Journal Article A Deep Learning Approach for Semantic Segmentation of Unbalanced Data in Electron Tomography of Catalytic Materials ( Read More )
OCTOBER 13, 2022 Conference Paper A Length Adaptive Algorithm-Hardware Co-design of Transformer on FPGA Through Sparse Attention and Dynamic Pipelining ( Read More )
OCTOBER 13, 2022 Conference Paper The SODA Approach: Leveraging High-Level Synthesis for Hardware/Software Co-design and Hardware Specialization: Invited ( Read More )
OCTOBER 13, 2022 Conference Paper Foundation Models of Scientific Knowledge for Chemistry: Opportunities, Challenges and Lessons Learned ( Read More )
OCTOBER 11, 2022 Journal Article Reduction of detection limit and quantification uncertainty due to interferent by neural classification with abstention ( Read More )
SEPTEMBER 21, 2022 Journal Article Near real time monitoring and forecasting for COVID-19 situational awareness ( Read More )
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 )