JANUARY 13, 2023 Journal Article Downscaling Atmospheric Chemistry Simulations with Physically Consistent Deep Learning ( Read More )
JANUARY 13, 2023 Conference Paper Optimal Transport for Super Resolution Applied to Astronomy Imaging ( Read More )
JANUARY 13, 2023 Journal Article Scalable Deep Learning for Watershed Model Calibration ( Read More )
JANUARY 13, 2023 Conference Paper Session Introduction: Graph Representations and Algorithms in Biomedicine ( Read More )
NOVEMBER 4, 2022 Journal Article An Automated Scanning Transmission Electron Microscope Guided by Sparse Data Analytics ( Read More )
NOVEMBER 3, 2022 Conference Paper A Unified Testing Platform to mature Blockchain applications for Grid Emulation environments ( 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 21, 2022 Conference Paper Two-Stage Optimization Framework for Detecting and Correcting Parameter Cyber-Attacks in Power System State Estimation ( Read More )
OCTOBER 21, 2022 Conference Paper Hybrid Data-Driven Physics-Based Model Framework Implementation: Towards a Secure Cyber-Physical Operation of the Smart Grid ( 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 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 Journal Article Do-calculus enables estimation of causal effects in partially observed biomolecular pathways ( Read More )
SEPTEMBER 21, 2022 Journal Article Implementation Aspects of Smart Grids Cyber-Security Cross-Layered Framework for Critical Infrastructure Operation ( 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 17, 2022 Conference Paper Cyber Attack Sequences Generation for Electric Power Grid ( Read More )
APRIL 8, 2022 Conference Paper WinnowML: Stable feature selection for maximizing prediction accuracy of time-based system modeling ( Read More )