Next Gen Protein EngineeringMatwingsVenus™对话智能体创造 AI 蛋白方案
提需求懂蛋白全智能
概述
MatwingsVenus™ 是面向高校科研工作者、企业研发人员、医护工作者与生物爱好者打造的轻量级 AI 生物设计平台。平台基于行业领先的蛋白质大模型与多源数据库，整合智能对话、蛋白序列分析、定向突变设计、酶挖掘、结构预测与数据库检索等核心功能，让复杂的生物信息学任务以对话方式完成。
平台不做堆砌式功能，而是围绕蛋白设计与科研检索及论文撰写构建高效、可落地的工具链，专注于“能真正帮助个人科研及学习者完成任务”的能力。
智能体核心研发流
模拟人类专家的思考过程，自动化执行复杂的生物信息学任务。
智能助手
主动式AI助手，自然语言即可帮助用户解决科研问题，加速科学发现。完成结构预测、专利检索、文献检索等任务，支持直连 PubMed、PDB、UniProt 等多数据库。
蛋白改造
AI 定向进化领域的全球第一技术：支持多轮活性提升，已在 30 余个产业项目中验证效果。平台可进行单点饱和突变预测，或结合用户的湿实验数据进行多点突变预测，并识别功能位点进行风险分析和理化性质预测。
蛋白发现
从数亿序列中快速定位目标蛋白，依托零样本预测能力、跨越序列限制通过结构搜索功能相似的蛋白。
海量蛋白质数据库检索
连接全球最大的蛋白质序列与结构数据库。
核心检索技术
亮点
先进模型能力
百亿级参数-Venus-系列模型，具备世界领先的零样本预测、多轮进化、功能预测能力。
海量数据库支撑
全球最大规模极端环境蛋白序列数据集，十余专业数据库，信息覆盖全面。
可验证的预测效果
蛋白进化已在 30+ 产业项目中成功交付，蛋白发现能突破序列相似性低的限制找到功能相似酶。
极致轻量化体验
所有专业能力均可通过一句话触发，无需生信背景或复杂操作，让科研者专注科学问题本身。
学术发表
VenusX: Unlocking Fine-Grained Functional Understanding of Proteins
ICLR, 2026.
2026-01-26
Fast and Interpretable Protein Substructure Alignment via Optimal Transport
ICLR, 2026.
2026-01-26
Venus-MAXWELL: Efficient Learning of Protein-Mutation Stability Landscapes using Protein Language Models
NeurIPS, 2025
2025-09-19
STAGE: A compact and versatile TnpB-based genome editing toolkit for Streptomyces
Proceedings of the National Academy of Sciences, 2025
2025-08-26
From high-throughput evaluation to wet-lab studies: advancing mutation effect prediction with a retrieval-enhanced model
ISMB/ECCB, 2025.
22025-07-15
Harnessing protein language model for structure-based discovery of highly efficient and robust PET hydrolases
Nature Communications, 2025
2025-07-05
VenusFactory: An Integrated System for Protein Engineering with Data Retrieval and Language Model Fine-Tuning
ACL Demo, 2025.
2025-07-01
A Deep Retrieval-Enhanced Meta-Learning Framework for Enzyme Optimum pH Prediction
J. Chem. Inf. Model, 2025,
2025-03-24
VenusMutHub: A systematic evaluation of protein mutation effect predictors on small-scale experimental data
Acta Pharmaceutica Sinica B, 2025
2025-03-14
Entropy-driven zero-shot deep learning model selection for viral proteins
Physical Review Research, 2025,
2025-02-28
AI-enabled Alkaline-resistant Evolution of Protein to Apply in Mass Production
Elife, 2025,
2025-02-19
Immunogenicity Prediction with Dual Attention Enables Vaccine Target Selection
ICLR, 2025.
2025-01-23
PROTSOLM: Protein Solubility Prediction with Multi-modal Features
IEEE BIBM, 2024.
2025-01-10
Secondary Structure-Guided Novel Protein Sequence Generation with Latent Graph Diffusion
IEEE BIBM, 2024.
2025-01-10
Protein Representation Learning with Sequence Information Embedding: Does it Always Lead to a Better Performance?
IEEE BIBM, 2024.
2025-01-10
VenusX: Unlocking Fine-Grained Functional Understanding of Proteins
ICLR, 2026.
2026-01-26
Fast and Interpretable Protein Substructure Alignment via Optimal Transport
ICLR, 2026.
2026-01-26
Venus-MAXWELL: Efficient Learning of Protein-Mutation Stability Landscapes using Protein Language Models
NeurIPS, 2025
2025-09-19
STAGE: A compact and versatile TnpB-based genome editing toolkit for Streptomyces
Proceedings of the National Academy of Sciences, 2025
2025-08-26
From high-throughput evaluation to wet-lab studies: advancing mutation effect prediction with a retrieval-enhanced model
ISMB/ECCB, 2025.
22025-07-15
Harnessing protein language model for structure-based discovery of highly efficient and robust PET hydrolases
Nature Communications, 2025
2025-07-05
VenusFactory: An Integrated System for Protein Engineering with Data Retrieval and Language Model Fine-Tuning
ACL Demo, 2025.
2025-07-01
A Deep Retrieval-Enhanced Meta-Learning Framework for Enzyme Optimum pH Prediction
J. Chem. Inf. Model, 2025,
2025-03-24
VenusMutHub: A systematic evaluation of protein mutation effect predictors on small-scale experimental data
Acta Pharmaceutica Sinica B, 2025
2025-03-14
Entropy-driven zero-shot deep learning model selection for viral proteins
Physical Review Research, 2025,
2025-02-28
AI-enabled Alkaline-resistant Evolution of Protein to Apply in Mass Production
Elife, 2025,
2025-02-19
Immunogenicity Prediction with Dual Attention Enables Vaccine Target Selection
ICLR, 2025.
2025-01-23
PROTSOLM: Protein Solubility Prediction with Multi-modal Features
IEEE BIBM, 2024.
2025-01-10
Secondary Structure-Guided Novel Protein Sequence Generation with Latent Graph Diffusion
IEEE BIBM, 2024.
2025-01-10
Protein Representation Learning with Sequence Information Embedding: Does it Always Lead to a Better Performance?
IEEE BIBM, 2024.
2025-01-10
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