Normalized quasi-steady state (QSS) rovibrational states distribution for different models. The level of physical accuracy can vary significantly depending on the choice of the thermochemical model. The orange dots are determined by low-fidelity Park’s two-temperature model102, e.g., a particular ...
Coral polyps are basic clonal biological units of reef corals. However, in vitro experimental model for long-term physiological and ecological studies has not been well developed due to the difficulty of effectively acquiring and culturing single polyps.
Germination and fermentation are age-long food processes that beneficially improve food composition. Biological modulation by germination and probiotic fermentation of cowpea, sorghum, and orange-fleshed sweet potato (OFSP) and subsequent effects on the
Figure 1: DeepSpeed4Science approach: developing a new set of AI system technologies that are beyond generic large language model support, tailored for accelerating scientific discoveries and addressing their complexity. Our long-term vision is to dev...
Figure 1 shows the occurrence of search phrases (11 possibilities considered for each of the three parts) in the publications. The term ‘circular bioeconomy/bio-economy’ occurs 168 times in the abstracts (44% of the total), 68 times among keywords (18%) and 71 times in the titles (19...
Additionally, we observed that many CG plants exhibit drought tolerance and require less fertilizer on average, with implications for long-term urban planning and climate adaptation. Collaborating with gardening experts, we present a selection of purchasable CG balcony plants for each federal state, ...
Anomalies are coloured dark red if they co-occur for at least one Z500 and one SPEI data set, and orange otherwise. Anomaly occurrences are defined as years of Z500>80th percentile (high-pressure anomaly), and years of SPEI<20th percentile (meteorological drought). Percentiles are computed ...
(bottom) for the Right ILF (orange: football players, pink: cross-country runners; blue: non-athletes; error bars ± 1 SE.) Images were generated using the Matlab Brain Anatomy toolboxhttps://github.com/francopestilli/mba86scripts available athttps://github.com/bacaron/athlete-brain-...
The blue circles illustrate a document for which learning is more difficult: to learn to make optimal predictions, the LM needs comparatively more training data and convergence to the underlying source entropy is rather slow. The orange circles, on the other hand, represent a document that is ...
Eq. (4) defines perimeter loss33, which adds an extra term that measures error at the perimeter of a segmentation mask, to an existing loss function such as BCE or Dice loss. For this existing loss function we use BCE, and a λ of 0.01. Lperimeter is the mean square error between th...