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 Graph-Component Approach to Defect Identification in Large Atomistic Simulations ( 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 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 )
JULY 8, 2022 Journal Article Differentiable Predictive Control: Deep Learning Alternative to Explicit Model Predictive Control for Unknown Nonlinear Systems ( Read More )
JUNE 30, 2022 Journal Article Temporal complementarity of marine renewables with wind and solar generation: implications for GB system benefits ( 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 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 25, 2022 Journal Article Modeling the economic and environmental impacts of land scarcity under deep uncertainty ( Read More )
FEBRUARY 23, 2022 Report NRAP-Open-IAM: Generic Aquifer Component Development and Testing ( Read More )
FEBRUARY 19, 2022 Conference Paper Automated Generation of Integrated Digital and Spiking Neuromorphic Machine Learning Accelerators ( Read More )
FEBRUARY 13, 2022 Conference Paper Semantic Property Graph for Scalable Knowledge Graph Analytics ( Read More )
FEBRUARY 4, 2022 Conference Paper Transactional Knowledge Graph Generation To Model Adversarial Activities ( Read More )