User profiles for A. M. Walczak
Aleksandra WalczakLaboratoire 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 …
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 …
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 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 …
receptor. We review here classical technologies and analysis strategies developed to …
Statistical mechanics for natural flocks of birds
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 …
individuals produce collective patterns on the large scale. Here we show how a quantitative …
Maximum entropy models for antibody diversity
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 …
construct maximum entropy models of the sequence repertoire, building on recent experiments …
[HTML][HTML] Neoantigen quality predicts immunoediting in survivors of pancreatic cancer
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. …
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 …
CGC thanks the Institute for Advanced Study for hospitality during the …
Self-regulating gene: an exact solution
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 …
regulated by a self-generated proteomic atmosphere is presented. The solutions depend on …
Social interactions dominate speed control in poising natural flocks near criticality
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 …
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
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 …
tools for medicine and biology. Successful implementations of these methods require a …