FEBRUARY 15, 2024 Journal Article In situ formed partially disordered phases as earth-abundant Mn-rich cathode materials ( 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 Simultaneous Single Crystal Growth and Segregation of Ni-Rich Cathode Enabled by Nanoscale Phase Separation for Advanced Lithium-Ion Batteries ( Read More )
FEBRUARY 15, 2024 Journal Article Evaluating Uncertainty-Based Active Learning for Accelerating the Generalization of Molecular Property Prediction ( Read More )
FEBRUARY 15, 2024 Conference Paper Physics-informed Deep Reinforcement Learning-based Adaptive Generator Out-of-step Protection for Power Systems ( Read More )
FEBRUARY 15, 2024 Journal Article Predictive Scale-Bridging Simulations through Active Learning ( Read More )
FEBRUARY 15, 2024 Journal Article Direct Mapping of Fluorine in Cation Disordered Rocksalt Cathodes ( 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 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 )
NOVEMBER 17, 2023 Journal Article Enhanced Electrochemical Performance of Disordered Rocksalt Cathodes Enabled by a Graphite Conductive Additive ( 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 Conference Paper Distributed Optimal Power Management for Battery Energy Storage Systems: A Novel Accelerated Tracking ADMM Approach ( Read More )
NOVEMBER 7, 2023 Journal Article High-throughput solubility determination for data-driven materials design and discovery in redox flow battery research ( Read More )
OCTOBER 26, 2023 Journal Article The Role of Oxygen in Lithiation and Solid Electrolyte Interphase Formation Processes in Silicon-Based Anodes ( Read More )
OCTOBER 24, 2023 Report Increased Interpretability for Model-Driven Deception: MARS LDRD Project ( Read More )