Use of 18 different commodities, relative to use of power, over time. حسب Dorian S Abbot (20874894)

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PTable S5 Markers of each cell cluster. حسب Li-Hong Chen (610826)

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The specific expression of CYP1B1 were explored in different cell types at single-cell level. حسب Li-Hong Chen (610826)

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MXene-Coated Liquid Metal Nanodroplet Aggregates حسب Mason Zadan (8667870)

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Validation of CYP1B1 expression in THP-1 monocytes. حسب Li-Hong Chen (610826)

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Thermally Programmable Off-Equilibrium Pathways in Salt-Doped Polyelectrolyte Hydrogels حسب Jin Bai (283823)

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Thermally Programmable Off-Equilibrium Pathways in Salt-Doped Polyelectrolyte Hydrogels حسب Jin Bai (283823)

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Literature comparison. حسب Saravanan Manoharan (21273304)

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Validation of punch with timestamp: (a) Jab (b) Hook (c) Uppercut. حسب Saravanan Manoharan (21273304)

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Flow chart of proposed system. حسب Saravanan Manoharan (21273304)

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IMU raw data: (a) 3-DoF accelerometer data (b) 3-DoF gyroscope data. حسب Saravanan Manoharan (21273304)

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Model testing results across different boxers with 15% of training dataset. حسب Saravanan Manoharan (21273304)

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Expert annotation of uncertain instances to refine model training. حسب Saravanan Manoharan (21273304)

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Literature review. حسب Saravanan Manoharan (21273304)

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IMU data and video synchronization. حسب Saravanan Manoharan (21273304)

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Punch types and its kinematics: (a) No punch (b) Long-range rear jab to head (c) Mid-range rear hook to head (d) Mid-range rear uppercut to head. حسب Saravanan Manoharan (21273304)

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Combined Confusion matrix: (a) Rear hand punch recognition (b) Lead hand punch recognition. حسب Saravanan Manoharan (21273304)

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Confusion matrix-punch classification. حسب Saravanan Manoharan (21273304)

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Combined Confusion matrix: (a) Rear hand punch classification (b) Lead hand punch classification. حسب Saravanan Manoharan (21273304)

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Accuracy metrics with different percentage of the training dataset. حسب Saravanan Manoharan (21273304)

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