FEBRUARY 15, 2024 Journal Article Novel Principal Component Analysis Tool based on Python for Analysis of Complex Spectra of Time-of-Flight Secondary Ion Mass Spectrometry ( 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 Conference Paper Cloud Services Enable Efficient AI-Guided Simulation Workflows across Heterogeneous Resources ( 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 Conference Paper Measuring Equality in Machine Learning Security Defenses: A Case Study in Speech Recognition ( Read More )
FEBRUARY 15, 2024 Journal Article Constraining chaos: Enforcing dynamical invariants in the training of reservoir computers ( Read More )
FEBRUARY 15, 2024 Journal Article Physics-informed machine learning of the correlation functions in bulk fluids ( 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 7, 2023 Conference Paper A General Purpose Real-Time Optimization Strategy Applied to Minimizing Simultaneous Heating and Cooling in Buildings ( Read More )
NOVEMBER 4, 2023 Conference Paper FLASH: FPGA-Accelerated Smart Switches with GCN Case Study ( Read More )
NOVEMBER 4, 2023 Journal Article An Open-Source Framework for Simulation-based Testing of Buildings Control Strategies ( Read More )
NOVEMBER 4, 2023 Conference Paper Ising-CF: A Pathbreaking Collaborative Filtering Method Through Efficient Ising Machine Learning ( 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 )
OCTOBER 24, 2023 Report Increased Interpretability for Model-Driven Deception: MARS LDRD Project ( Read More )
OCTOBER 18, 2023 Conference Paper Developing a Composite Vacuum Insulated Panel (VIP) Insulation/Vinyl Siding Composite Technology for Retrofitting Residential Walls ( Read More )