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 29, 2022 Journal Article Characterization of Sequentially Extracted Soil Organic Matter by Electrospray Ionization and Atmospheric Pressure Photoionization Fourier Transform Ion Cyclotron Resonance Mass Spectrometry ( Read More )
SEPTEMBER 28, 2022 Conference Paper Spatiotemporal Metabolic Network Models Reveal Complex Autotroph-Heterotroph Biofilm Interactions Governed by Photon Incidences ( 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 )
SEPTEMBER 21, 2022 Journal Article Bulk and spatially resolved extracellular metabolomics of free-living nitrogen fixation ( 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 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 )
DECEMBER 1, 2021 Journal Article In situ non-destructive temporal measurements of the rhizosphere microbiome ‘hot-spots,’ using metaproteomics ( Read More )
NOVEMBER 17, 2021 Journal Article DNA viral diversity, abundance and functional potential vary across grassland soils with a range of historical moisture regimes ( Read More )
SEPTEMBER 22, 2021 Journal Article Physics-constrained Deep Learning of Multi-zone Building Thermal Dynamics ( Read More )
SEPTEMBER 16, 2021 Journal Article Nitrogen and phosphorus cycling in an ombrotrophic peatland: a benchmark for assessing change ( Read More )
JUNE 11, 2021 Journal Article HAM: Hotspot-Aware Manager for Improving Communications with 3D-Stacked Memory ( Read More )