Reservoir Computing was shown in recent years to be useful as efficient to learn networks in the field of time series tasks. Their randomized initialization, a computational benefit, results in drawbacks in theoretical analysis of large random graphs, because of which deterministic variations are still…
Purpose: The global incidence of intrahepatic cholangiocarcinoma is increasing. Surgical resection remains the gold standard treatment. However, the long-term prognosis remains dismal. The role of serum ferritin in malignant diseases has not been fully elucidated. This study aimed to evaluate the relationship…
Zusammenfassung Die Weltwirtschaft hat seit den 1990er-Jahren eine Reihe von Finanzkrisen durchlaufen, deren Häufigkeit und Intensität in der Nachkriegsgeschichte bisher unbekannt waren. Diese „endlose Krise“ wird meist mit der Finanzialisierung der Volkswirtschaften in Nordamerika, Europa und anderen…
Concrete properties are investigated using intensive physical testing processes that require large amounts of labor and materials that are costly and time-consuming. Properly validated computer models can replace most of the existing physical testing procedures with computer simulations that are relatively…