36 Science¶

from pauhu import Pauhu

client = Pauhu()

# Translate research paper
paper = client.translate(
    text="""
    Abstract

    We present a novel approach to quantum error correction
    using topological codes. Our method achieves a logical
    error rate of 10⁻⁶ per gate operation, representing a
    100-fold improvement over previous techniques.

    Keywords: quantum computing, error correction, topological codes
    """,
    target="fi",
    domain="36 Science",
    subdomain="physics",
    style="scientific",
    options={
        "preserve_formulas": True,
        "scientific_notation": True
    }
)

# Translate biomedical content
biomedical = client.translate(
    text="""
    The CRISPR-Cas9 system was used to introduce
    site-specific mutations in the BRCA1 gene.
    Transfected cells were selected using puromycin
    resistance and verified by Sanger sequencing.
    """,
    target="fi",
    domain="36 Science",
    subdomain="life_sciences",
    specialization="molecular_biology"
)

# Translate physics paper
physics = client.translate(
    text="""
    The Hamiltonian of the system is given by:
    H = -J Σᵢⱼ σᵢ·σⱼ

    where J is the exchange coupling constant and
    σᵢ represents the spin operator at site i.
    """,
    target="fi",
    domain="36 Science",
    subdomain="physics",
    options={
        "preserve_equations": True,
        "latex_support": True
    }
)

# Translate earth science content
earth = client.translate(
    text="""
    Sediment cores from the Baltic Sea reveal
    hypoxic conditions dating back to the
    Medieval Climate Anomaly (950-1250 CE).
    δ¹⁸O values indicate sea surface temperatures
    2-3°C higher than present.
    """,
    target="fi",
    domain="36 Science",
    subdomain="earth_sciences",
    specialization="paleoclimate"
)

# Translate humanities content
humanities = client.translate(
    text="""
    The archival sources reveal a complex network
    of trade relations between Hanseatic merchants
    and Finnish coastal communities in the 14th century.
    """,
    target="fi",
    domain="36 Science",
    subdomain="humanities",
    specialization="history"
)

# Translate grant proposal
grant = client.translate(
    text="""
    PROJECT DESCRIPTION

    1. Background and significance
    2. Research objectives and hypotheses
    3. Methodology and work plan
    4. Expected outcomes and impact
    5. Budget justification

    Total funding requested: EUR 450,000 over 3 years
    """,
    target="en",
    domain="36 Science",
    document_type="grant_proposal",
    funder="EU_Horizon"
)

# Translate technical specification
standard = client.translate(
    text=technical_spec,
    target="fi",
    domain="36 Science",
    document_type="technical_standard",
    standards=["ISO", "IEC"]
)

result = client.translate(
    text=scientific_paper,
    target="fi",
    domain="36 Science",
    quality_report=True
)

print(result.quality_report)
# {
#     "overall_score": 96,
#     "formula_preservation": 100,
#     "terminology_accuracy": 97,
#     "unit_handling": 98,
#     "citation_integrity": 95
# }

# Translate for Finnish research
research = client.translate(
    text=research_output,
    target="en",
    domain="36 Science",
    institution="academy_of_finland"
)

from pauhu import Pauhu

client = Pauhu()

# Translate scientific content
result = client.translate(
    text="The results were statistically significant (p < 0.01).",
    target="fi",
    domain="36 Science"
)

print(result.translation)
# "Tulokset olivat tilastollisesti merkitseviä (p < 0,01)."

# Create research translation project
project = client.projects.create(
    name="Research Publication 2025",
    domain="36 Science",
    languages=["en", "fi"],
    settings={
        "preserve_formulas": True,
        "scientific_notation": True,
        "citation_style": "APA"
    }
)