Large genome model: Open source AI trained on trillions of bases

Late in 2025, we covered the development of an AI system called Evo that was trained on massive numbers of bacterial genomes. So many that, when prompted with sequences from a cluster of related genes ...
Scientific Research Publishing

Why Oracle-Based Quantum Search Cannot Use Deep Loops: Physical Limits on Sequential Operations ()

Oracle-based quantum algorithms cannot use deep loops because quantum states exist only as mathematical amplitudes in Hilbert space with no physical substrate. Criticall ...
IEEE

GNN Model With Robust Finite-Time Convergence for Time-Varying Systems of Linear Equations

Abstract: Dynamic neural networks are considered as an effective method in the field of scientific computing, among which gradient neural networks (GNNs) are an efficient method for solving static ...
IEEE

Jarque-Bera-Based Artificial Neural Correlation Analysis for Nonlinear and Non-Gaussian Process Monitoring

Abstract: Nonlinear and non-Gaussian characteristics are common in industrial processes. Artificial neural correlation analysis (ANCA) is a good nonlinear process monitoring algorithm, which combines ...
Scientific Research Publishing

Constructing a Model for Identifying Young Educational Leadership Talent in Local Universities: A Differentiated Career Pathway Perspective ()

Constructing a Model for Identifying Young Educational Leadership Talent in Local Universities: A Differentiated Career Pathway Perspective Local universities have long operated under resource ...