Engineering

  1. Uncertainty Quantification of Satellite-Based Essential Climate Variables Derived from Deep Learning
    Survey of uncertainty quantification methods for satellite-based climate variables derived from deep learning, addressing aleatoric and epistemic uncertainties in ECV estimation.
  2. Graphing instruction benefits K–12 STEM learning
    Systematic review of 54 empirical studies examining graphing numerical data in K-12 STEM education, analyzing instructional effectiveness and student difficulties.
  3. Report reviews laws affecting women’s economic inclusion
    Analysis of laws and regulations affecting women's economic inclusion across 190 economies using eight indicators covering career stages from entry to retirement.
  4. Asymptotic theory of range-based multipower variation
    Realized range-based multipower variation theory for jump-robust volatility estimation in sparse high-frequency asset price data with microstructure noise considerations.
  5. A benchmark of expert-level academic questions to assess AI capabilities
    HLE benchmark reveals substantial gap between state-of-the-art LLMs and expert human performance on 2,500 closed-ended academic questions across mathematics, humanities, and natural sciences.
  6. Stimulating Higher Order Thinking in Mechatronics by Comparing PID and Fuzzy Control
    Implementation of an open-ended mechatronics project requiring student-generated evaluation criteria for comparing PID and fuzzy control methodologies to develop higher order thinking skills.