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 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 24, 2022 Journal Article Design of a Battery Energy Management System for Capacity Charge Reduction ( Read More )
SEPTEMBER 21, 2022 Journal Article Optimal operation and sizing of pumped thermal energy storage for net benefits maximization ( Read More )
SEPTEMBER 21, 2022 Journal Article Do-calculus enables estimation of causal effects in partially observed biomolecular pathways ( Read More )
SEPTEMBER 21, 2022 Journal Article Graph-Component Approach to Defect Identification in Large Atomistic Simulations ( Read More )
SEPTEMBER 21, 2022 Journal Article Near real time monitoring and forecasting for COVID-19 situational awareness ( Read More )
SEPTEMBER 21, 2022 Report Avista’s Shared Energy Economy Model Pilot – A Techno-economic Assessment ( 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 Conference Paper Positive-Sequence Phasor Modeling of Droop-Controlled, Grid-Forming Inverters with Fault Current Limiting Function ( 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 )
JULY 8, 2022 Journal Article Differentiable Predictive Control: Deep Learning Alternative to Explicit Model Predictive Control for Unknown Nonlinear Systems ( Read More )
JUNE 28, 2022 Report Energy Storage Valuation: A Review of Use Cases and Modeling Tools ( Read More )
JUNE 8, 2022 Journal Article Cross-Layered Distributed Data-Driven Framework for Enhanced Smart Grid Cyber-Physical Security ( Read More )
JUNE 5, 2022 Report Synthetic Data and Graph Generation for Modeling Adversarial Activity – Final Project Report ( Read More )
APRIL 8, 2022 Conference Paper Scalable Approaches to Selecting Key Entities in Large Networked Infrastructure Systems ( Read More )
APRIL 8, 2022 Conference Paper WinnowML: Stable feature selection for maximizing prediction accuracy of time-based system modeling ( Read More )