面向生命科学领域的 AI 智能体平台
集成科学工具,以自然语言贯穿深度调研,序列设计,结构预测,分子对接与筛选等生命科学研发任务
RESEARCH
深度调研
多源交叉核验,结论有据可查
AGENT
智能体
自然语言驱动生命科学任务全流程
PRODUCT
产品方案
提供生物工艺核心材料与标准化解决方案。
SOLUTION
私有化部署
提供数据不出域,定制化开发的解决方案
0蛋白序列与结构数据
0+科研工具与流程节点
0+Agent Skills
0+领域专家协同支持
平台底座能力
AI 黑灯实验室
可与设计平台无缝衔接,自动执行核心实验流程,形成智能研发闭环。
序列直达功能
基座模型全球领先
✓首个从头预训练的蛋白质语言模型训练成功(2022 年)
✓在哈佛医学院 ProteinGym 榜单上长期领先
✓VenusREM 成为行业金标准
智能体
围绕深度调研、智能助手与湿实验服务,把科研问题从证据整理推进到执行交付
01
深度调研报告从问题生成证据链与验证建议
02
智能助手自然语言调度数据检索、方案设计、模型计算
03
湿实验服务连接基因合成、表达、纯化质检与抗体服务
学术发表
ICLR, 2026
VenusX: Unlocking Fine-Grained Functional Understanding of Proteins
2026-01-26
ICLR, 2026
Fast and Interpretable Protein Substructure Alignment via Optimal Transport
2026-01-26
NeurIPS, 2025
Venus-MAXWELL: Efficient Learning of Protein-Mutation Stability Landscapes
2025-09-19
PNAS, 2025
STAGE: A compact and versatile TnpB-based genome editing toolkit
2025-08-26
ISMB/ECCB, 2025
From high-throughput evaluation to wet-lab studies: advancing mutation effect prediction
2025-07-15
Nature Communications, 2025
Harnessing protein language model for structure-based discovery of highly efficient and robust PET hydrolases
2025-07-05
ACL Demo, 2025
VenusFactory: An Integrated System for Protein Engineering with Data Retrieval and Language Model Fine-Tuning
2025-07-01
J. Chem. Inf. Model, 2025
A Deep Retrieval-Enhanced Meta-Learning Framework for Enzyme Optimum pH Prediction
2025-03-24
Acta Pharmaceutica Sinica B, 2025
VenusMutHub: A systematic evaluation of protein mutation effect predictors on small-scale experimental data
2025-03-14
Physical Review Research, 2025
Entropy-driven zero-shot deep learning model selection for viral proteins
2025-02-28
Elife, 2025
AI-enabled Alkaline-resistant Evolution of Protein to Apply in Mass Production
2025-02-19
ICLR, 2025
Immunogenicity Prediction with Dual Attention Enables Vaccine Target Selection
2025-01-23
IEEE BIBM, 2024
PROTSOLM: Protein Solubility Prediction with Multi-modal Features
2025-01-10
IEEE BIBM, 2024
Secondary Structure-Guided Novel Protein Sequence Generation with Latent Graph Diffusion
2025-01-10

