FEBRUARY 15, 2024 Journal Article Constraining chaos: Enforcing dynamical invariants in the training of reservoir computers ( Read More )
FEBRUARY 15, 2024 Conference Paper Measuring Equality in Machine Learning Security Defenses: A Case Study in Speech Recognition ( Read More )
FEBRUARY 15, 2024 Conference Paper Distributed Quantum Learning with co-Management in a Multi-tenant Quantum System ( Read More )
FEBRUARY 15, 2024 Journal Article Physics-informed machine learning of the correlation functions in bulk fluids ( Read More )
FEBRUARY 15, 2024 Conference Paper High-Level Synthesis of Irregular Applications: A Case Study on Influence Maximization ( 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 Journal Article Hybridized Methods for Quantum Simulation in the Interactive Picture ( Read More )
FEBRUARY 15, 2024 Journal Article Quantum Model Learning Agent: Characterization of Quantum Systems Through Machine Learning ( Read More )
FEBRUARY 15, 2024 Conference Paper Neuro-physical dynamic load modeling using differentiable parametric optimization ( Read More )
FEBRUARY 15, 2024 Conference Paper Cloud Services Enable Efficient AI-Guided Simulation Workflows across Heterogeneous Resources ( Read More )
FEBRUARY 15, 2024 Conference Paper ML-CGRA: An Integrated Compilation Framework to Enable Efficient Machine Learning Acceleration on CGRAs ( 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 Making Corgis Important for Honeycomb Classification: Adversarial Attacks on Concept-based Explainability Tools ( Read More )
FEBRUARY 15, 2024 Conference Paper A Task Based Approach for Co-Scheduling Ensemble Workloads on Heterogeneous Nodes ( 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 )
NOVEMBER 8, 2023 Conference Paper Reinforcement Learning-based Output Structured Feedback for Distributed Multi-Area Power System Frequency Control ( Read More )
NOVEMBER 8, 2023 Journal Article A sensitivity analysis of twinning crystal plasticity finite element model using single crystal and poly crystal Zircaloy ( Read More )