Nature Communications 2025
Science 2025
Cryo-EM reveals mechanisms of natural RNA multivalency
Nature Biotechnology 2025
Fast, sensitive detection of protein homologs using deep dense retrieval
Nature Communications 2025
π-PrimeNovo: accurate non-autoregressive deep learning for de novo peptide sequencing
Research
We focus on AI for science.
Focus
Agentic systems for scientific discovery
Autonomous reasoning and workflow automation for evidence synthesis, target discovery, and experimental design.
Focus
Foundation models for drug discovery
Developing foundation models that connect sequence, structure, and function across genomes, proteins and small molecular.
Focus
Virtual cell modeling and simulation
Building computational models that simulate cellular processes, integrating multi-omics data for in silico biological discovery.
Join us
We are recruiting.
BEAM Lab is actively recruiting at Shanghai AI Lab and Fudan University. We focus on AI for Science and Large Language Models.
Candidates with backgrounds in CS, Math, Physics, Biology, or Chemistry are highly valued. Send your CV and transcripts to:
[email protected] →PhD Students
Closed for Fall 2026
Research Interns
Open positions available
Research Scientists
Full-time roles
Postdocs & RAs
Welcome to apply
About Us
BEAM LAB
BEAM Lab develops AI methods for scientific discovery, with emphasis on foundation models connecting biomolecular sequence, structure, and function.
Biomolecular modeling: proteins, antibodies, and RNA
Structure prediction/design, proteomics, and AI-driven drug discovery
Virtual cell modeling and simulation
Agentic science for autonomous reasoning and research workflows
Latest News
More →
2026.04
We are hiring!
BEAM Lab is actively recruiting self-motivated PhD students (Closed for Fall 202...
2026.04
FoldBench published in Nature Communications
Our paper Benchmarking all-atom biomolecular structure prediction with FoldBench...