1+ hour, 22+ min ago   (610+ words) The resulting entanglement is attributed to a relative phase generated by the gravitational interaction, usually by a Newtonian potential in the nonrelativistic static limit. The operational quantity governing entanglement generation is then the phase " "GmAmBT/r, and observation of entanglement…...

2+ hour, 3+ min ago   (656+ words) This work establishes definitive values for these invariants, which measure the asymptotic containment relations between regular and Frobenius powers of ideals in rings. The Main Theorem details these findings, stating that for a generic n'n matrix, the F-threshold is n…...

2+ hour, 12+ min ago   (494+ words) Glover and Kochenberger later formalized the QUBO framework as a universal modeling tool for NP-hard problems. In enzyme fermentation, differing enzyme formulations contain varying Active Ingredient (AIN) values, and the exponential growth in possible formulations makes improving AIN levels through…...

2+ hour, 21+ min ago   (265+ words) Scientists are increasingly employing machine learning to accelerate ab initio molecular dynamics simulations while maintaining ab initio quality. Most commonly used machine learning potentials do not automatically provide the electronic response functions required for the calculation of vibrational spectra. Consequently,…...

2+ hour, 43+ min ago   (601+ words) Faster AI Training Unlocked With New System For Massive Language Models'Quantum Zeitgeist Researchers are addressing a critical bottleneck in training large language models: the efficient scaling of matrix-based optimizers such as Shampoo, Muon, and SOAP. Liangyu Wang from KAUST, Siqi…...

4+ hour, 3+ min ago   (349+ words) Log parsing, a critical first step in tasks like anomaly detection and failure diagnosis, extracts structured events from vast amounts of unstructured log data. Researchers developed VarParser, a variable-centric log parsing strategy to address limitations in existing large language model…...

4+ hour, 51+ min ago   (292+ words) This approach guarantees a Kraus rank limited to the intrinsic rank of the target HPTP map plus one, alongside a circuit depth of log2(r + 1), requiring only a single two-level ancilla. By streamlining the process and minimising quantum resources, the protocol…...

2+ day, 17+ hour ago   (668+ words) AI Learns To Verify Financial Data, Cutting Errors In Automated Reports'Quantum Zeitgeist Scientists are tackling the persistent problem of "hallucination" , the generation of factually incorrect information, within financial Retrieval-Augmented Generation (RAG) systems. Taoye Yin, Haoyuan Hu, and Yaxin Fan from…...

2+ day, 17+ hour ago   (342+ words) This innovation allows for the creation of more sophisticated and nuanced outputs, moving beyond simple averaging of conditions. The effectiveness of LOGDIFF has been demonstrated across multiple tasks, including image and protein structure generation, showcasing its potential for diverse applications....

2+ day, 21+ hour ago   (513+ words) These results highlight the importance of geometry-aware dimensionality reduction in modern machine learning and data science. The paper is organized as follows. Section 2 introduces the mathematical preliminaries of Riemannian geometry, including smooth manifolds, tangent spaces, Riemannian metrics, and geodesic distance,…...