FEBRUARY 15, 2024 Journal Article Constraining chaos: Enforcing dynamical invariants in the training of reservoir computers ( Read More )
FEBRUARY 15, 2024 Report Advancing Continuous Manufacturing of Metal Organic Frameworks - CRADA 384 (Abstract) ( 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 )
FEBRUARY 15, 2024 Conference Paper Neuro-physical dynamic load modeling using differentiable parametric optimization ( Read More )
FEBRUARY 15, 2024 Journal Article Influence of carbon nanotubes on microstructure and corrosion performance of additively manufactured 316L stainless steel ( 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 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 Gradient process parameter optimization in additive friction stir deposition of aluminum alloys ( Read More )
FEBRUARY 15, 2024 Journal Article Physics-informed machine learning of the correlation functions in bulk fluids ( Read More )
FEBRUARY 15, 2024 Journal Article Predictive Scale-Bridging Simulations through Active Learning ( Read More )
NOVEMBER 11, 2023 Journal Article Intergranular corrosion of feedstock modified – additively manufactured stainless steel after sensitization ( 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 )
NOVEMBER 4, 2023 Conference Paper Ising-CF: A Pathbreaking Collaborative Filtering Method Through Efficient Ising Machine Learning ( Read More )
NOVEMBER 4, 2023 Conference Paper FLASH: FPGA-Accelerated Smart Switches with GCN Case Study ( Read More )
OCTOBER 31, 2023 Report Universal Utility Data Exchange (UUDEX): Information Exchange Models for Solar DER ( Read More )
OCTOBER 27, 2023 Conference Paper BitGNN: Unlocking the Performance Potential of Binary Graph Neural Networks on GPUs ( Read More )
OCTOBER 24, 2023 Report Inverse Reinforcement Learning based Bayesian Goal Inference Method for Early Nuclear Proliferation Detection ( Read More )