Computational Soft and Living Matter Lab

We use statistical physics and computation to uncover how soft and living systems organize, adapt, and respond.

Molecular network simulation

Welcome to CSLM

We explore the complex behavior of soft and living systems through the lens of statistical physics and computational simulation. Our research focuses on how entropy, structure, and dynamics interplay in systems ranging from polymer networks to biological assemblies and smart materials. Our work aims to bridge fundamental physics with applications in biomedicine and material science. We are also extending statistical physics tools toward the foundations of AI, exploring how learning dynamics, generalization, and emergent behaviors can be understood through energy landscapes and interacting degrees of freedom.

We believe in curiosity-driven research, interdisciplinary collaboration, and creating an open space where ideas can grow freely. Whether you are interested in statistical mechanics, numerical simulations, or the physics of living matter—we are always excited to connect.

Contact

Room P5094, College of Science Building
1088 Xueyuan Avenue, Nanshan District
Shenzhen 518055, China
Email: xiaxy@sustech.edu.cn

News

  • Sep 2026: Xuebin Wang joined the lab. Welcome, Xuebin!
  • Aug 2026: Lucas de Souza joined the lab. Welcome, Lucas!
  • Aug 2026: Entropy-driven physical amplification in multivalent biosensing was published in Advanced Science.
  • Jul 2026: Superselectivity as a Receptor-Fluctuation Response was posted on arXiv.
  • Mar 2026: Chaohong Wang joined the lab. Welcome, Chaohong!
  • Jan 2026: CSLM Lab officially opens at SUSTech! PhD and postdoc positions available at our Vacancies page.