Recent developments integrating micromechanics and neural networks offer promising paths for rapid predictions of the response of heterogeneous materials with similar accuracy as direct numerical ...

Abstract: The Quantum Approximate Optimization Algorithm (QAOA) is a promising quantum algorithm for solving combinatorial optimization problems. In this work, we explore the Recursive QAOA (RQAOA) ...

print(f" 1D scan minimum: {line_scan.values.min():.6f}") print(f" 2D scan minimum: {plane_scan.values.min():.6f}") print(f" PCA scan minimum: {pca_scan.values.min ...

Abstract: Deepfake technology has created major new challenges to the authentication of digital media and the security of digital information. The traditional methods using deep learning to detect ...