This has resulted in conceptual ambiguity which puts cumulative knowledge development and the legitimacy of the area as a distinct field of inquiry at risk. It also makes it harder for a research area to progres
We suggest, in line with recent work10, that latitudinal gradients in animal seed dispersal11 and mycorrhizal associations12,13,14 may jointly generate this pattern. By integrating the observed spatial patterns into population models8, we derive the conditions under which species can invade from low...
Here, we present hydro-chemical simulations of a dual-layer geothermal reservoir to study the long-term impact of barite scale formation on well injectivity. Our results show that, compared to purely porous reservoirs, fractured porous reservoirs have a significantly reduced scaling risk by up to ...
Fig. A.1.Confusion matrix of the SVM model where the row classes 1, 2, 3, 4 are the predicted locations for A, B, C and D respectively, whereas the column values correspond to the true classes. It can be seen that the F1-score2is slightly worse for classes/locations B and C. Lo...
The fusion of custom solutions, hyperparameter optimization, and cross-validation enables the fine-tuning of models, empowering the exploration of complex scenarios and analysis of vast datasets in fields such as healthcare, finance, materials science, and climate research. Groundbreaking advancements ...
1g), which has previously been shown to increase the responsiveness of the extracellular matrix to mechanical stimulation and to be crucial for the activation of downstream mechanical effectors, such as SRC and MYC, which directly contribute to macrophage-mediated inflammation40,41,42. As both Baker...
Different scaling parameters were tested by varying γ from − 1 [i.e., scaling by the standard deviation (RRcs)] to 0 [i.e., no scaling (RRc)] in steps of 0.1 for elements of the matrix V. The model fit was evaluated by comparing the log-likelihoods from the SNP-BLUP models ...
Interventions that pro- mote reformulation of processed food to reduce salt and sugar content have also been shown to reduce cardiovas- cular disease risk [19, 20]. A recent systematic review of school food environment policies demonstrated a posi- tive impact on dietary behaviours whilst ...
That won’t only change the product itself, as it scales, but it will also need a rebalance of howbusiness modelsand organizations are structured. For instance, going back to theTeslacase, as a customer it might sound trivial that the company would finally offer a cheaper version of the el...
Numerical modeling can be used to tackle such challenges and to mitigate risk, but one of the fundamental conceptual and technical challenge is to be able to consider the impact of diagenesis in such models (Nader, 2017). There is a wealth of published work about this topic, depicting ...