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 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 Spiers Memorial Lecture: Assembly-based pathways of crystallization ( Read More )
JULY 8, 2022 Journal Article Differentiable Predictive Control: Deep Learning Alternative to Explicit Model Predictive Control for Unknown Nonlinear Systems ( Read More )
APRIL 9, 2022 Journal Article Strong Purcell Enhancement at Telecom Wavelengths Afforded by Spinel Fe3O4 Nanocrystals with Size-Tunable Plasmonic Properties ( 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 )
FEBRUARY 2, 2022 Journal Article A comparison of infectious disease forecasting methods across locations, diseases, and time ( Read More )
SEPTEMBER 22, 2021 Journal Article Physics-constrained Deep Learning of Multi-zone Building Thermal Dynamics ( Read More )
JUNE 11, 2021 Journal Article HAM: Hotspot-Aware Manager for Improving Communications with 3D-Stacked Memory ( Read More )
DECEMBER 16, 2020 Conference Paper Probabilistic Forecasting of Generators Startups and Shutdowns in the MISO System Based on Random Forest ( Read More )
DECEMBER 16, 2020 Conference Paper Spatiotemporal Pattern Recognition in the PMU Signals in the WECC system ( Read More )
DECEMBER 1, 2020 Conference Paper Flexible Reinforcement Learning Framework for Building Control using EnergyPlus-Modelica Energy Models ( Read More )