APRIL 26, 2024 Conference Paper A Novel Spatial-Temporal Variational Quantum Circuit to Enable Deep Learning on NISQ Devices ( Read More )
APRIL 26, 2024 Journal Article Weather Systems Connecting Modes of Climate Variability to Regional Hydroclimate Extremes ( Read More )
APRIL 20, 2024 Report Visualizing Uranium Crystallization from Melt: Experiment-Informed Phase Field Modeling and Machine Learning ( Read More )
APRIL 4, 2024 Journal Article Leveraging Artificial Intelligence to Expedite Antibody Design and Enhance Antibody-Antigen Interactions ( Read More )
APRIL 2, 2024 Journal Article Fine-tuning TrailMap: The utility of transfer learning to improve the performance of deep learning in axon segmentation of light-sheet microscopy images ( Read More )
MARCH 28, 2024 Conference Paper AutoReP: Automatic ReLU Replacement for Fast Private Network Inference ( Read More )
MARCH 15, 2024 Journal Article Feature-adjacent multi-fidelity physics-informed machine learning for partial differential equations ( 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 15, 2024 Journal Article Predictive Scale-Bridging Simulations through Active Learning ( 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 Neuro-physical dynamic load modeling using differentiable parametric optimization ( 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 Conference Paper Autonomous Cyber Defense Against Dynamic Multi-strategy Infrastructural DDoS Attacks ( Read More )
FEBRUARY 15, 2024 Conference Paper Measuring Equality in Machine Learning Security Defenses: A Case Study in Speech Recognition ( Read More )