User profiles for A. M. Walczak

Aleksandra Walczak

Laboratoire de physique théorique, École normale supérieure
Verified email at lpt.ens.fr
Cited by 9123

Predicting evolution

M Lässig, V Mustonen, AM Walczak - Nature ecology & evolution, 2017 - nature.com
The face of evolutionary biology is changing: from reconstructing and analysing the past to
predicting future evolutionary processes. Recent developments include prediction of …

Information transmission in genetic regulatory networks: a review

G Tkačik, AM Walczak - Journal of Physics: Condensed Matter, 2011 - iopscience.iop.org
Genetic regulatory networks enable cells to respond to changes in internal and external
conditions by dynamically coordinating their gene expression profiles. Our ability to make …

[HTML][HTML] The past, present, and future of immune repertoire biology–the rise of next-generation repertoire analysis

…, T Mora, V Thomas-Vaslin, AM Walczak… - Frontiers in …, 2013 - frontiersin.org
T and B cell repertoires are collections of lymphocytes, each characterized by its antigen-specific
receptor. We review here classical technologies and analysis strategies developed to …

Statistical mechanics for natural flocks of birds

…, E Silvestri, M Viale, AM Walczak - Proceedings of the …, 2012 - National Acad Sciences
Flocking is a typical example of emergent collective behavior, where interactions between
individuals produce collective patterns on the large scale. Here we show how a quantitative …

Maximum entropy models for antibody diversity

T Mora, AM Walczak, W Bialek… - Proceedings of the …, 2010 - National Acad Sciences
Recognition of pathogens relies on families of proteins showing great diversity. Here we
construct maximum entropy models of the sequence repertoire, building on recent experiments …

[HTML][HTML] Neoantigen quality predicts immunoediting in survivors of pancreatic cancer

…, E Patterson, R Monasson, T Mora, AM Walczak… - Nature, 2022 - nature.com
Cancer immunoediting 1 is a hallmark of cancer 2 that predicts that lymphocytes kill more
immunogenic cancer cells to cause less immunogenic clones to dominate a population. …

Statistical inference of the generation probability of T-cell receptors from sequence repertoires

A Murugan, T Mora, AM Walczak… - Proceedings of the …, 2012 - National Acad Sciences
… The work of AM was supported in part by the NSF Physics of Living Systems program (PHY-1022140).
CGC thanks the Institute for Advanced Study for hospitality during the …

Self-regulating gene: an exact solution

…, D Schultz, GCP Innocentini, J Wang, AM Walczak… - Physical Review E, 2005 - APS
An exact steady-state solution of the stochastic equations governing the behavior of a gene
regulated by a self-generated proteomic atmosphere is presented. The solutions depend on …

Social interactions dominate speed control in poising natural flocks near criticality

…, E Silvestri, M Viale, AM Walczak - Proceedings of the …, 2014 - National Acad Sciences
Flocks of birds exhibit a remarkable degree of coordination and collective response. It is not
just that thousands of individuals fly, on average, in the same direction and at the same …

[HTML][HTML] High-throughput immune repertoire analysis with IGoR

Q Marcou, T Mora, AM Walczak - Nature communications, 2018 - nature.com
High-throughput immune repertoire sequencing is promising to lead to new statistical diagnostic
tools for medicine and biology. Successful implementations of these methods require a …