DeepWise
深势科技
DeepWise (深势科技) is a leading Chinese AI for Science company focused on molecular simulation and drug discovery, often cited alongside XtalPi (晶泰科技) as a top player in the field . The company was founded by Zhang Linfeng and has roots in the Chinese Academy of Sciences, with its technology built on the DeePMD (Deep Potential Molecular Dynamics) method developed during his doctoral research there . In 2025, it raised an 800 million yuan round that included Fortune Venture Capital (达晨财智) as a new investor, a financing described by 暗涌Waves as marking its transition from "research workshop to China's DeepMind" . DeepWise has also acted as a strategic investor and collaborator in the AI4S ecosystem, joining XtalPi to back MIT-spinout Deep Principle's seed round in 2024 and subsequent financing .
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Coverage
"Deep Principle" Closes Series A2 Round, Joins OpenAI and Others in *Science* to Discuss AI4S Exploration | Linear Portfolio
AI4S shouldn't stop at the "selling shovels" stage.
线性资本·An Underwater AI Chip Company Raises 1 Billion Yuan, Targeting Large Model Inference
Walking between two "hands."
暗涌Waves·In Sync with OpenAI, "Deep Principle" Leads 24 Top Global Institutions in Releasing LLMs for Science Benchmark | Linear Portfolio
Can high scores on test banks actually power scientific discovery?
线性资本·Deep Potential Technology's 800 Million Yuan Raise: From Research Workshop to China's DeepMind
Six key short stories.
暗涌Waves·Expo Hopping and Gossip: Fresh Dispatches on Linear Capital From Inside and Outside WAIC | Linear News
At the singularity of thought, the future is compiling itself.
线性资本·Linear Capital's seed-round lead portfolio company Deep Principle has closed a nine-figure RMB Pre-A strategic financing round, with existing investor Linear Capital increasing its stake.
Leading the AI4S Track, Igniting an Intelligent Revolution in the Microscopic World
线性资本·AI for Science: Standing at the Turning Point of a Research Paradigm | FreeS Fund Report
What is AI for Science, and why now?
峰瑞资本·Linear Capital seed-stage portfolio company Deep Principle, an AI-driven chemistry and materials science enterprise, has completed a seed+ round with an exclusive investment from Hillhouse.
AI Reshapes the R&D Process for Novel Chemical Materials
线性资本·Transforming the Industrial Landscape of Chemical Materials with AI | Linear Capital Portfolio Interview Series: "Deep Principle Technology"
Today, Deep Principle, a company focused on AI-driven scientific research in chemistry, announced the completion of a nearly $10 million seed funding round. Linear Capital led the round, with Zhenzhi Ventures and Taihill Venture participating as co-investors. XtalPi and DP Technology also joined as strategic industry investors. Founded in 2024, Deep Principle's founding members are all graduates of MIT. The company's vision is to integrate artificial intelligence, quantum...
线性资本·Using AI to Accelerate Discovery of Efficient Catalytic Materials, "Deep Principle Technology" Raises Nearly $10 Million in Seed Funding Led by Linear Capital
By Chen Sida | Edited by Deng Yongyi Source: Intelligent Emergence From household daily chemical products to high-efficiency catalysis for energy use, nearly every aspect of life and production depends on emerging materials. The old "needle in a haystack" trial-and-error approach can no longer meet today's materials R&D demands. But the AI boom sparked by the large model wave is bringing "AI alchemy" closer to reality.
线性资本·Pressing Onward, Into the Unknown | 5Y News Monthly
The big news from last month.
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