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We empower partners in Nutrition & Daily Chemicals, C1 Chemicals, New Materials, and New Energy to overcome R&D challenges. Our technology accelerates innovation, from molecular design and catalyst optimization to advanced material synthesis and battery electrolyte screening, delivering tangible results and a competitive edge.

Domain 1

AI Computing Infrastructure

(Cooling Fluids & Photoresists)

The explosive growth of AI computing power is fundamentally reshaping global data center architectures. Liquid cooling has transitioned from an "optional feature" to a "mandatory requirement" for high-density computing facilities, driving the cooling fluid market toward multi-billion-dollar scale. Concurrently, advanced semiconductor manufacturing urgently demands molecular design and synthetic pathway optimization for photoresists, with domestic high-end photoresist availability remaining below 2%—a critical bottleneck in the supply chain.

R&D Focus Areas:

  • Cooling Fluid Molecular Design
  • Photoresist Synthetic Pathway Optimization
Domain 2

Lithium-Ion New Energy

(Electrolyte Additives)

Global energy transition is driving surging demand for power batteries and energy storage systems, propelling the electrolyte additive market toward multi-billion-dollar scale. As critical materials balancing high energy density with safety performance, additives enable SEI/CEI film construction, thermal stability enhancement, and flame retardancy through micro-dosage incorporation. Industry R&D prioritizes novel additive molecular design for high-temperature operation (>60°C) and synthesis process optimization to ensure high purity and batch-to-batch consistency.

R&D Focus Areas:

  • High-Temperature Additive Molecular Design
  • Formulation Synergy Optimization
Domain 3

Energy & Power

(Superconducting Materials)

High-temperature superconducting materials represent revolutionary technology in the energy and power sector, with global market scale advancing from billions toward tens of billions of dollars. Second-generation REBCO tapes achieve zero-resistance power transmission in liquid nitrogen temperature zones, offering expansive application prospects in superconducting cables and controlled nuclear fusion magnet systems. However, prohibitive manufacturing costs and performance consistency constraints limit large-scale deployment. Industry R&D concentrates on multi-layer composite structure formulation optimization and MOCVD process parameter regulation to enhance current-carrying capacity and mechanical strength.

R&D Focus Areas:

  • Superconducting Material Formulation Optimization
  • Manufacturing Process Parameter Optimization
Domain 4

Carbon Neutrality

(MOF-DAC for Carbon Capture)

Direct Air Capture (DAC) constitutes a critical technological pathway for achieving negative carbon emissions, with carbon capture materials markets advancing toward hundred-billion-dollar scale. Metal-Organic Frameworks (MOFs), leveraging ultra-high specific surface area and customizable pore channel structures, represent highly promising high-performance adsorbents. Industry R&D focuses on novel MOF material design featuring high selectivity, high adsorption capacity, and facile regeneration, alongside low-cost synthesis pathway development to transition DAC technology from laboratory to industrial application.

R&D Focus Areas:

  • MOF Material Inverse Design
  • Low-Cost Synthesis Pathway Exploration
Deep Principle is a global leader in AI for Materials, dedicated to accelerating innovation in materials through artificial intelligence. The name embodies the fusion of deep learning and first principles, aiming to deeply reconstruct the fundamental operating principles of the microscopic world (the particle world).
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