20 Maxim Konsevitch - 14 Exponential Integral 1:50:58 Nader MASMOUDI - 13 Stability of the 3D Couette Flow 1:20:32 Olivia Caramello - Grothendieck toposes and their role in Mathematics 1:19:14 On the Fine-Structure of Space-Time - Alain Connes 1:03:37 Sir Michael Atiyah, What is a ...
JustInTimeProcess JWTAlgorithm KubernetesResource KubernetesResourceCreateParameters KubernetesResourceCreateParametersExistingEndpoint KubernetesResourceCreateParametersNewEndpoint KubernetesResourcePatchParameters LabelsUpdatedEvent LanguageConfiguration LanguageMetricsSecuredObject LanguageStatistics LastResolutionState LastResultDetai...
]. Under the assumption of exponentially distributed waiting times, the process is well-represented by an infinite continuous-time Markov chain (CTMC),Footnote 1 where reaction rates are given by a propensity function that takes into account the stoichiometry of reactants, their populations, and ...
(Equation 3)dpα(t)dt=∑β≠α[kαβpβ(t)−kβαpα(t)]where kαβ is the rate constant from state β to state α and pα(t) is the population of state α, being a function of time t. The sums are over all possible transitions. To compute the overall rate of chemical ...
parts of a CRN first (before the exploration can dive deeper into the reactive propensity of the system). The heuristic rules can be selected from several existing rules mentioned above (one or more of which can be based on machine learning, first principles, or graph-based rules). To ...
increases. We can imagine starting with two options that have expected utilities\({V}_{L}\)and\({V}_{R}\), which represent one point in the graph of Fig.1right. We can implement value scaling by adding a fixed magnitude of\(\alpha > 0\)to both\({V}_{L}\)and\({V}_{R}\...
These tools include high-throughput job-runners for calculating QTAIM values, visualization tools for descriptive statistics, parsing utilities for compiling data into single data structures, and ready-to-use graph neural network architectures. These tools work together in an ecosystem for harnessing ...
In our experiments, BR-SAScore shows superior prediction performance on predicting molecule synthetic accessibility compared to previous methods, including SAScore and deep-learning models, while requiring significantly less computation time. In addition, we show that BR-SAScore is able to precisely ...
Kaplan–Meier estimates for relapse-free survival (a) and time to recurrence (b) in stage II colon cancer patients based on the categorisation of desmoplastic reaction. Full size image A significant impact of DR categorisation on RFS was invariably observed in subset analyses for tumour location ...
The structures of low statistics observed on the high-energy side of the spectrum need, however, further analysis. The authors concluded "the fabrication of highly reliable single-crystal diamonds as neutron detectors in future Tokamaks has proven to be feasible almost in a routine basis". View ...