Microcosm experiments have found that individual pairwise interactions are often consistent across community complexity [42, 43]. Similar methods for summarizing the prediction framework using paired interactions and extending it to multi-species communities have been reported in other literature [44, 45]...
How can the many players best navigate the increasing complexity of the rapidly evolving space risk landscape? What is the likelihood of a collision in low Earth orbits and how can liability be attributed in such a loss scenario? Swiss Re Corporate Solutions has been a leader in the space ...
CPD is found to be robust against outliers and missing points and can preserve the topological structure of the point sets. Note that the CPD algorithm has to compute the inversion of aM\(\times\)Mmatrix per iteration and therefore has a computation complexity of\(O({M}^{3})\)in the ...
While interference lithography and proximity-field nanopatterning (PnP) may provide partial solutions, their setup complexity and limited range of realizable structures, respectively, remain the main problems. Here, we tackle these challenges by applying an inverse design to the PnP process. Our ...
It should be noted that in some instances the complexity of instrument operations and SOC operations was difficult to separate between the instrument papers of this journal and this paper. If the reader cannot find the desired information for which they are searching about a particular instrument, ...
tends to employ a mono-propellant PS frequently for their space exploration probes such as Mars explorer spacecrafts, for example, Mars Exploration Rover, Mars Reconnaissance Orbiter, and Phoenix Mars Lander, to reduce the complexity of the propellant management [42,43]. For a similar reason, the...
multivariable optimization techniques; this property enables scalability of the proposed architecture to a larger number of optical antennas, as well as to photonic processors with a larger number of rows, which can handle more orthogonal beams simultaneously, without increasing the control complexity in...
14.2.3 Importance of representation Both the time and the sample complexity of the learning algorithm obviously depend on the complexity of the underlying target concept. In Chapter 13 we have seen that learnability is often feasible only if the hypothesis space is larger than a subspace containing...
The linear memory complexity of moscot.time enables it to process developmental atlases on a laptop, whereas WOT failed on a server (Fig. 2b, Methods and Extended Data Fig. 1). Fig. 2: Moscot faithfully reconstructs atlas-scale developmental trajectories. a, Schematic of an example mouse ...
Measuring biological complexity of physiological and pathological states from single cells to whole organisms is the basis for developing models and analytical methods that result in new knowledge moving toward new interventions. Arguably, one of the most successful attempts in measuring cell states, char...