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Dmitriy I. Podolskiy

Publications and source records attributed to Dmitriy I. Podolskiy.

2 recordsLinked to original sources

Parisi-Sourlas-like dimensional reduction of quantum gravity in the presence of observers

One of the sources of incompatibility between general relativity and quantum mechanics is perturbative non-renormalizability of quantum gravity in $3+1$ spacetime dimensions. Here, we show that in the presence of disorder induced by random networks of observers measuring covariant quantities (such as scalar curvature) $(3+1)$-dimensional quantum gravity exhibits an effective dimensional reduction at large spatio-temporal scales, which is analogous to the Parisi-Sourlas phenomenon observed for quantum field theories in random external fields. After averaging over associated disorder and focusing on the infrared dynamics of the theory we find that the upper critical dimension of quantum gravity is lifted from $D_{\rm cr}=1+1$ to $D_{\rm cr}=3+1$ dimensions.

gr-qc

DNA methylation markers to assess biological age

Among the different biomarkers of aging based on omics and clinical data, DNA methylation clocks stand apart providing unmatched accuracy in assessing the biological age of both humans and animal models of aging. Here, we discuss robustness of DNA methylation clocks and bounds on their out-of-sample performance and review computational strategies for development of the clocks.

q-bio.GN