GRX-810 ODS alloy shows 2.79 times higher dynamic strength at high strain rates and ambient temperature due to yttria nanoparticles but undergoes thermal softening at elevated temperatures from dislocation confinement and reduced elastic constants.
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A CNN autoencoder that encodes the entire chessboard state improves MLP prediction of relative piece values by 16% MAE reduction to roughly 0.65 pawns using 12 million Stockfish-labeled positions from grandmaster games.
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Ultra-High Dynamic Strength of Additively Manufactured GRX-810 Under Coupled Conditions of High Strain Rate and Elevated Temperature
GRX-810 ODS alloy shows 2.79 times higher dynamic strength at high strain rates and ambient temperature due to yttria nanoparticles but undergoes thermal softening at elevated temperatures from dislocation confinement and reduced elastic constants.
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PAWN: Piece Value Analysis with Neural Networks
A CNN autoencoder that encodes the entire chessboard state improves MLP prediction of relative piece values by 16% MAE reduction to roughly 0.65 pawns using 12 million Stockfish-labeled positions from grandmaster games.