SEPTEMBER 23, 2022 Journal Article A Geo-structurally Based Correction Factor for Apparent Dissolution Rates in Fractured Media ( 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 Deep Learning to Estimate Permeability using Geophysical Data ( Read More )
SEPTEMBER 21, 2022 Journal Article Using a surrogate-assisted Bayesian framework to calibrate the runoff-generation scheme in the Energy Exascale Earth System Model (E3SM) v1 ( Read More )
SEPTEMBER 21, 2022 Journal Article Spatial heterogeneity effects on land surface modeling of water and energy partitioning ( 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 Snow albedo feedbacks enhance snow impurity-induced radiative forcing in the Sierra Nevada ( Read More )
APRIL 15, 2022 Journal Article The Future of Earth System Prediction: Advances in Model-Data Fusion ( 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 )
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 )