DeepWise
深势科技
DeepWise (深度原理科技, also referred to as Deep Principle) is an AI-driven chemistry and materials science startup founded in 2024 by MIT graduates, with CEO Jia Haojun (贾皓钧) at the helm . The company applies artificial intelligence, quantum chemistry, and high-throughput experimentation to accelerate chemical materials R&D, aiming to compress the full pipeline from discovery to performance optimization . Linear Capital led its nearly $10 million seed round in mid-2024, with follow-on investors including Zhenzhi Venture Capital and Taihill Venture; strategic industry participants XTALPi and Deep Potential Technology (深势科技) also joined . By late 2024, Hillhouse invested exclusively in a seed+ round, and by March 2025 DeepWise had closed a nine-figure RMB Pre-A strategic financing with Linear Capital increasing its stake alongside new backer Qigao Capital . The company has secured orders from leading enterprises in new materials, new energy, and pharmaceuticals within its first year of operation .
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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·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.
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