Once the model is complete and textured, the final step in the 3D modelling process is staging and rendering. Rendering involves generating high-quality image or sequence animations considering lighting, shading and other visual effects. This can be a computationally intensive process. Post-processing...
What is a Communication Diagram? Similar to Sequence Diagram, the Communication Diagram is also used to model the dynamic behavior of the use case. When compare to Sequence Diagram, the Communication Diagram is more focused on showing the collaboration of objects rather than the time sequence. The...
and “What is a parameter?” The notions that a model must “makesense,and that a parameter must “have a well-defined meaning’ are deeplyingrained in applied statistical work, reasonably well understood at aninstinctive level, but absent from most formal theories of modelling andinference. In...
a single application of a Bayesian procedure will not overfit. But if we keep changing our model, then we overfit via the garden of forking paths, which is not properly accounted for in any individual execution of a Bayesian procedure. (There is work in adaptive data analysis that seeks...
applying the current known patterns to produce or predict the future ones, while a major difficulty is that the range of data dependencies is usually unknown. Therefore, an intelligent system with memorising capability is crucial for effective sequence processing and modelling. A recurrent neural ...
cases where an ideal natural enzyme cannot be found, JM turns to enzyme engineering, using our smart library design process. In this process, thousands of enzyme variants are computationally screened by analysing the changes in their amino acid sequence in the context of their encoded 3D structure...
out to model. 4D is commonly known as ‘modelling scheduling information to model construction sequences’. 5D is known as ‘adding financial cost’. There is little international consensus beyond this, and arguably cost isn’t a ‘dimension’ at all – it is just a further information field...
from a random sequence, and stumbling on it without knowing its origin, one could reasonably argue that it's the outcome of some stochastic process. However, $\pi$ is definitely not "random". Just because you don't see the rules behind the scene, does not mean there is n...
While modeling a text sequence, it is also important to represent the intra relationship of positions of various elements in the sequence. Such modelling is often called self-attention or intra-attention. Transformers use self-attention mechanism alone in order to represent ...
2. Pluripotent Stem Cells in Mitochondrial Disease Modelling Pluripotent stem cells are defined by the capacity to give rise to cells from all three germ layers and indefinitely self-renew (Figure 1) [30]. This unique potential is advantageous for human mitochondrial disease modelling. Figure 1. ...