Track IV EBP (Driven by Biodiversity Biobanks): Subtrack 4. Marine(J28023)

Foundation Models

• 1.Marine species genome annotation model
• 2.Multimodal genomic foundation model for economically important marine species
• 3.Cross-species single-cell omics foundation model for marine organisms
• 4.Functional prediction model for marine microorganisms

Vertical Applications

• 1.Genome annotation for marine species
• 2.Precision breeding of economically important marine species
• 3.Automated cell-type annotation for marine species
• 4.Mechanistic analysis of key traits (e.g., pressure tolerance, stress resistance)
• 5.Development of marine-derived enzymes
• 6.Marine algae–based food processing and biotransformation platform
• 7.Cytokine and cell therapy products for regenerative medicine
• 8.Bioremediation agent discovery and engineering platform
• 9.Biodiesel and hydrogen production platforms
• 10.Biosynthetic gene cluster (BGC) generative foundation model (genome design for biosynthesis in extreme environments; customized BGC generation)

Affiliated Branch

Qingdao Branch (Qingdao)

(1) Preferred Background

Marine Biology, Genomics, Environmental Biotechnology, or Computational Biology.

(2) Core Technical Skills

Marine species annotation models; functional trait prediction; cross-species single-cell modeling.

(3) Modeling Competency

Experience building bioenergy, marine enzyme, or stress-resistance prediction systems.

(4) Preferred Qualifications

Research in marine biotechnology or bioenergy production.

(5) Personal Traits

Interested in ocean sustainability and large-scale ecosystem modeling.