arXiv subjects

Lorenzo Talamanca

Publications and source records attributed to Lorenzo Talamanca.

2 recordsLinked to original sources

arXiv2026

PoolPy: Automated combinatorial pooling for high-throughput molecular profiling

Combinatorial group testing reduces screening costs and turnaround time but remains challenging to apply due to design complexity, varying applicability, and lack of implementation tools. Here we present PoolPy, a unified end-to-end framework and web platform to benchmark, automate and decode combinatorial group testing strategies tailored to application-specific constraints across assay modalities. We demonstrate PoolPy utility for protein-ligand interaction screening and genome-wide molecular profiling, enabling the scaling up of multi-readout functional assays.

cs.IT↗

arXiv2018

Study of longitudinal fluctuations of the Sherrington-Kirkpatrick model

We study finite-size corrections to the free energy of the Sherrington-Kirkpatrick spin glass in the low temperature phase. We investigate the role of longitudinal fluctuations in these corrections, neglecting the transverse contribution. In particular, we are interested in the exponent $α$ defined by the relation $f-f_\infty\sim N^{-α}$. We perform both an analytical and numerical estimate of the analytical result for $α$. From both the approaches we get the result: $α=0.8$.

cond-mat.dis-nn↗