llm-srbench/chem_react/CRK28/formula.py

# ===== GROUND TRUTH REFERENCE =====
# NOTE: This ground truth serves as a reference answer for symbolic regression tasks
# This expression is NOT the original function used to generate the training data
# It is provided solely for evaluation and comparison of large model outputs
# DO NOT use this expression as the basis for data generation

def dA_dt(t, A):
    alpha_s = 0.3009370469546767
    alpha_z = 0.3009370469546767
    beta = 0.8913296033617462
    return -alpha_s * A * np.exp(-alpha_s * t) + alpha_z * A ** 2 / (beta * A ** 4 + 1)