“Data centers are being built too quickly, the power grid is expanding too slowly.”

“The trilinear equivalence only requires an averaging over grids, which converts a difficult exponential sum into an oscillatory integral with periodic amplitude.”

“The analysis identifies an onset crossover mass $\tilde{m}^* \simeq 3.865$ for the emergence of secondary clusters and yields quantitative criteria for predicting both the crossover mass and the termination coupling strength at which they vanish.”

“The paper proposes an auxiliary task learning (ATL) method for reconstructing missing PMU data.”

“The distance-aware approach achieves higher accuracy on coarse grids (max. 60%p accuracy gain) with only a moderate verification overhead (approximately 1.4x), making zone encoding the key lever for efficient zero-knowledge spatial checks.”

“Adaptive HVDC lines are more efficient in the steady state, at the expense of very long relaxation times.”

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“The framework operates by analyzing deviations in system outputs and behaviors, which are then categorized into three groups: physical, control, and measurement contingencies.”

“Embedding a simple proportional integral (PI) frequency controller can significantly improves transient behavior.”

“Our method achieves an average bitrate reduction of 8% compared to the baseline approach.”

“The paper introduces a novel subgrid characteristic length derived from the analysis of the entanglement between the numerical discretization and the filtering in LES.”

“The paper aims to identify key substation components to quantify vulnerability and prevent failures, highlighting the importance of autonomous solutions for critical infrastructure.”

“Results demonstrate how learned attack policies disrupt load balancing and induce voltage instabilities that propagate across T and D boundaries.”

“The converged design selects bus 14 with 1.10 MW DG, reducing total losses from 202.67 kW to 129.37 kW while improving the minimum bus voltage to 0.933 per unit at a moderate investment cost of 1.33 MUSD.”

“Global warming means more people need air-­conditioning, which requires more power and strains grids.”

“The article likely discusses the application of braking resistors operated by high voltage circuit breakers within the context of data center power grids.”

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“Metastability induced by non-reciprocal adaptive couplings in Kuramoto models.”

“The research uses sparse wire grids for calibration.”

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“The article's focus is on developing a 'Three-Mode Grid-Forming Control Framework' for centralized data center UPS systems.”

“The paper investigates the robustness of Machine Learning models for fault classification.”

“gridfm-datakit-v1 is a Python library for scalable and realistic power flow and optimal power flow data generation.”

“The research focuses on the coordinated operation of electric vehicles, data centers, and battery energy storage systems.”

“The research focuses on using machine learning to estimate predicted occupancy grids.”

“The research focuses on predicted-occupancy grids for vehicle safety applications based on autoencoders and the Random Forest algorithm.”

“The research focuses on probability estimation.”

“The article's context indicates the research focuses on end-to-end solutions for microgrid operations and probabilistic forecasting.”

“The paper likely explores how Flow Matching can be integrated with GNNs to improve the accuracy of power flow predictions and guarantee constraint satisfaction.”

“The research focuses on the dynamic security assessment of power system frequency response.”

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“The article likely details the specific implementation of the multi-scale NDT tokenizer, including how it handles different scene complexities and how it integrates with language models. It would also likely present experimental results demonstrating the performance of the proposed method on benchmark datasets.”

“The article is referencing a deep learning course focused on geometric principles.”