基本信息
浏览量:56
职业迁徙
个人简介
Many biological systems function through the concerted behavior of many connected elements in a self-organised manner, very much like spontaneous ordering and phase transitions in physics. The recent years have witnessed a large increase in the amount of detailed multi-variate data in a variety biological contexts (genomics, electrophysiology, fluorescence microscopy, etc.), offering a unique opportunity to learn these mechanisms of self-organisation directly from data. In my research I study the behaviour of complex biological systems that show interesting emergent phenomena, in immunology, neuroscience, cellular biology, and collective behaviour. I combine a bottom-up approach, in which mechanisms of organisation are hypothesized from efficient design principles, and a top-down approach, where the local rules of interaction are learned from data using statistical learning and statistical physics techniques. I'm particularly interested in three fascinating systems where collective effects play an important role:
- Population coding of visual information by retinal ganglion cells.
- Dynamics, diversity, and organization of immune receptor repertoires.
- Collective behaviour in bird flocks and bacterial micro-colonies.
- Population coding of visual information by retinal ganglion cells.
- Dynamics, diversity, and organization of immune receptor repertoires.
- Collective behaviour in bird flocks and bacterial micro-colonies.
研究兴趣
论文共 211 篇作者统计合作学者相似作者
按年份排序按引用量排序主题筛选期刊级别筛选合作者筛选合作机构筛选
时间
引用量
主题
期刊级别
合作者
合作机构
Vadim K Karnaukhov, Anne-Laure Le Gac, Linda Bilonda Mutala,Aurélie Darbois, Laetitia Perrin,Francois Legoux,Aleksandra M Walczak,Thierry Mora,Olivier Lantz
Proceedings of the National Academy of Sciences of the United States of Americano. 14 (2024): e2311348121-e2311348121
bioRxiv : the preprint server for biology (2024)
bioRxiv (Cold Spring Harbor Laboratory) (2024)
PHYSICAL REVIEW Eno. 2 (2024): 024305-024305
PRX Lifeno. 1 (2023)
TRENDS IN IMMUNOLOGYno. 7 (2023): 512-518
bioRxiv (Cold Spring Harbor Laboratory) (2023)
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICAno. 4 (2023)
加载更多
作者统计
合作学者
合作机构
D-Core
- 合作者
- 学生
- 导师
数据免责声明
页面数据均来自互联网公开来源、合作出版商和通过AI技术自动分析结果,我们不对页面数据的有效性、准确性、正确性、可靠性、完整性和及时性做出任何承诺和保证。若有疑问,可以通过电子邮件方式联系我们:report@aminer.cn