A huge congratulations to Ruihan on winning the National Scholarship! Congratulations!!
Jingze, Lingfeng, and Zefeng passed mid-term assessments
AMPainter online
Ruihan's AMPainter work has been published in Adv. Sci. (Link). AMPainter is a powerful design model for 'painting' the antimicrobial potency on any given peptide sequence, based on the strategy of virtual directed evolution and deep reinforcement learning. The wet lab validations of the designed AMPs were conducted in our lab with Qiushi's participation. Meanwhile, our patents on the model and peptides have been granted recently. Congratulations!
Qiushi and Jun passed qualifying exams
Qianli and Jiajun joined our group
We are delighted to welcome Qianli and Jiajun to our group, following the successful completion of their rotations. Qianli will focus on MD simulations of the Sec system, and Jiajun will work on predicting protein multiple conformations. Their diverse expertise will be a valuable asset to our group. Welcome!
Statistical Physics Meeting
Dr. Chen Song was invited to deliver a talk at the 8th National Conference on Statistical Physics and Complex Systems, which was held in Ningbo on July 30, 2025. He presented our recently published work on the Ca2+ permeation and selectivity mechanisms of voltage-gated calcium ion channels.

Lingfeng wins President's Scholarship of Peking University
Lingfeng has won the President's Scholarship of Peking University. Congratulations!
Changchun meeting
From June 13th to 15th, 2025, our group actively participated in the 3rd National Conference on Biomolecular Structure Prediction and Modeling, held in Changchun, China. Prof. Chen SONG, along with Zefeng, Yiechang, and Lei, were honored with invitations to give talks to present our group's latest research. Congratulations to Jingze, Lingfeng, Qingyang, and Song for winning the poster award. Beyond the academic exchange, the conference provided a heartwarming reunion with former group members Hua, Dali, Yang, Jiaxuan, and Song. It was a joyous occasion to reconnect, reminisce, and celebrate our shared journey in advancing biomolecular science.
Cav1 paper published online
Lingfeng's work on the ion permeation and selectivity mechanisms of the voltage-gated calcium ion channel CaV1 has been published in PNAS (Link). In this work, Lingfeng showed that the three-ion knock-on mechanism not only enables the efficient calcium ion permeation but also helps to generate the valence selectivity because it is harder for sodium ions to get involved in the knock-on. Congratulations!
2025 Hong Kong Symposium
Dr. Chen Song was invited to give a talk at the "2025 Hong Kong Symposium on Molecular Modeling and Simulation" on May 24, an event organized by Dr. Yi Wang at The Chinese University of Hong Kong and co-chaired by Dr. Song. Zhongjie's recent work on improved anisotropic network models for membrane proteins and mechanosensitive ion channels was presented. A draft of the work has been posted on bioRxiv as well: https://doi.org/10.1101/2025.05.22.654704.



