Research

In quantum chemistry, evaluating a set of quantum-mechanical properties of small organic molecules—such as excitation energies, oscillator strengths, and transition probabilities—is crucial for understanding molecular behavior.

With the advancement of electricity market liberalization, the spot market has become a key platform for power transactions. Unlike traditional planned supply, spot prices fluctuate in real time with supply–demand dynamics, weather conditions, and other factors, often exhibiting significant intraday volatility.

Recent advances in large language models (LLMs) have uncovered a set of empirical regularities—known as scaling laws—that describe predictable relationships between model performance and key resources such as parameter count, training data size, and computational budget.