MARCH 15, 2024 Journal Article Feature-adjacent multi-fidelity physics-informed machine learning for partial differential equations ( Read More )
MARCH 14, 2024 Journal Article A Targeted Approach to Energy Burden Reduction Measures: Comparing the Effects of Energy Storage, Rooftop Solar, Weatherization, and Energy Efficiency Upgrades ( Read More )
MARCH 14, 2024 Journal Article Evaluation of longitudinal double-spin asymmetry measurements in semi-inclusive deep-inelastic scattering from the proton for the ECCE detector design ( Read More )
FEBRUARY 24, 2024 Journal Article Detector requirements and simulation results for the EIC exclusive, diffractive and tagging physics program using the ECCE detector concept ( Read More )
FEBRUARY 23, 2024 Conference Paper Developing a Disaster-Ready Power Grid Agent Through Geophysically-Informed Fault Event Scenarios ( Read More )
FEBRUARY 22, 2024 Journal Article Physics-constrained graph modeling for building thermal dynamics ( Read More )
FEBRUARY 17, 2024 Journal Article A new method for predicting hurricane rapid intensification based on co-occurring environmental parameters ( Read More )
FEBRUARY 17, 2024 Conference Paper Comparing Mapper Graphs of Artificial Neuron Activations ( Read More )
FEBRUARY 15, 2024 Conference Paper Cloud Services Enable Efficient AI-Guided Simulation Workflows across Heterogeneous Resources ( Read More )
FEBRUARY 15, 2024 Journal Article Machine learning methods for particle stress development in suspension Poiseuille flows ( Read More )
FEBRUARY 15, 2024 Journal Article Temporal Subsampling Diminishes Small Spatial Scales in Recurrent Neural Network Emulators of Geophysical Turbulence ( Read More )
FEBRUARY 15, 2024 Journal Article Rapid implementation of mitigation measures can facilitate decarbonization of the global steel sector in 1.5°C-consistent pathways ( Read More )
FEBRUARY 15, 2024 Conference Paper Enhancing Cyber Resilience of Networked Microgrids using Vertical Federated Reinforcement Learning ( Read More )
FEBRUARY 15, 2024 Conference Paper Making Corgis Important for Honeycomb Classification: Adversarial Attacks on Concept-based Explainability Tools ( Read More )
FEBRUARY 15, 2024 Journal Article Seasonal drivers of dissolved oxygen across a tidal creek–marsh interface revealed by machine learning ( Read More )
FEBRUARY 15, 2024 Conference Paper Neuro-physical dynamic load modeling using differentiable parametric optimization ( Read More )
FEBRUARY 15, 2024 Journal Article Predictive Scale-Bridging Simulations through Active Learning ( Read More )
FEBRUARY 15, 2024 Conference Paper Autonomous Cyber Defense Against Dynamic Multi-strategy Infrastructural DDoS Attacks ( Read More )
FEBRUARY 15, 2024 Journal Article Thermodynamic modeling with uncertainty quantification using the modified quasichemical model in quadruplet approximation: Implementation into PyCalphad and ESPEI ( Read More )
FEBRUARY 15, 2024 Report A Multifidelity and Multimodal Machine Learning Approach for Extracting Bonding Environments of Impurities and Dopants from X-ray Spectroscopies ( Read More )