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Use of Flavonoids and Cinnamates, the Main Photoprotectors with Natural Origin
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The Origin of Synergetic Effect in Mixed Mn-Co Oxide with Spinel Structure for Catalytic Oxidation of CO
Published 2024-12-01“…In this work, the origin of the synergetic effect in mixed Mn<sub>x</sub>Co<sub>3-x</sub>O<sub>4</sub> oxides with the spinel structure in the CO oxidation reaction was tested. …”
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Explanatory LSTM-AE-Based Anomaly Detection for Time Series Data in Marine Transportation
Published 2025-01-01“…The approach is based on the encoder in the long-short-term memory (LSTM) network, where input time-series data is converted into a lower-dimensional, implicit representation, and an attempt is made to reconstruct the original input data via a decoder. …”
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Noisy Approach to Intrinsically Mixed-State Topological Order
Published 2025-01-01“…Specifically, we show that decoherence, previously interpreted as anyon condensation in a doubled Hilbert space, is more naturally phrased as, and provides a physical mechanism for, “gauging out” anyons in the original Hilbert space. We find that gauging out anyons generically results in imTO, with the decohered mixed state strongly symmetric under certain anomalous 1-form symmetries. …”
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Efficient Hamiltonian encoding algorithms for extracting quantum control mechanism as interfering pathway amplitudes in the Dyson series
Published 2025-02-01“…The amplitudes of pathway classes are computed by modulating the Hamiltonian matrix elements and decoding the subsequent evolution of the system rather than by direct computation of the individual terms in the Dyson series. The original implementation of Hamiltonian encoding was computationally intensive and became prohibitively expensive in large quantum systems. …”
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Time-Series Load Online Prediction of Wind Turbine Based on Adaptive Multisource Operational Data Fusion
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IAR 2.0: An Algorithm for Refining Inconsistent Annotations for Time-Series Data Using Discriminative Classifiers
Published 2025-01-01“…As a result, we show that the labels produced by IAR 2.0 systematically improve classifier performance compared to using the original labels or a previous state-of-the-art method for label refinement. …”
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Anomaly detection in multidimensional time series for water injection pump operations based on LSTMA-AE and mechanism constraints
Published 2025-01-01“…The Decoder is responsible for reconstructing the latent representations generated by the Encoder back into the original time series data. By utilizing LSTMA-AE, we aim to improve the accuracy of anomaly detection, while simultaneously employing mechanistic constraints to mitigate false alarm rates. …”
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Predicting bitcoin cryptocurrency price behavior based on ARIMA and NNAR modelling
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Robust Output Feedback Disturbance Rejection Control by Simultaneously Estimating State and Disturbance
Published 2011-01-01“…Through a series of transformations, we can transform the original system into two subsystems and then propose a sliding mode observer and a descriptor system form observer, respectively. …”
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University as a City and University as a State: Methodological Tools of William Clark
Published 2022-05-01“…William Clark’s methodological tools applied to the study of the history and philosophy of higher education are presented in a series of articles 1996-2003 and especially in his book “Academic Charisma and the Origins of the Research University” (2006). …”
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ABOUT THE MORPHOLOGY OF BUD SCALES AND CATAPHYLLS OF ULMUS GLABRA HUDS. (ULMACEAE)
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A state-dependent soil model and its application to principal stress rotation simulations
Published 2018-11-01“…The plastic strain caused by principal stress rotation is one of the most important factors contributing to substantial deformation under earthquake, wave or traffic loading. The original Pastor–Zienkiewicz Mark III model, a well-known model for the analysis of the dynamic response under cyclic loading, is unable to consider the effects of principal stress orientation as well as state-dependent dilatancy. …”
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Adaptive Transfer Learning Strategy for Predicting Battery Aging in Electric Vehicles
Published 2025-01-01“…This work presents an adaptive transfer learning approach for predicting the aging of lithium-ion batteries (LiBs) in electric vehicles using capacity fade as the metric for the battery state of health. The proposed approach includes a similarity-based and adaptive strategy in which selected data from an original dataset are transferred to a clean dataset based on the combined/weighted similarity contribution of feature and stress factor similarities and times series similarities. …”
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Evolution of Political Risk Concept: Classical and Contemporary Interpretations
Published 2020-11-01Get full text
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