llm-srbench/chem_react/CRK7/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 = 0.731770189531933
    alpha_w = 0.731770189531933
    return -alpha_s * A * np.exp(-alpha_s * t) + alpha_w * np.cos(np.log(A + 1))