3-D Emissions Mapping and Social Cost Estimation for US Domestic Aviation at West Coast Hubs

arXiv:2609.31686 · cs.LG, physics.data-an · Submitted 2026-09-16 · Read on arXiv

cs.LG, physics.data-an

Submitted: 2026-09-16

Updated: 2026-09-16

Terminology

• Accuracy — 16× in this paper · explained in 1 episode
• Federal Aviation Administration — 3× in this paper
• Consistency — 2× in this paper · explained in 3 episodes
• Convolutional Neural Network — 2× in this paper
• European Union Aviation Safety Agency — 2× in this paper
• Latent Space — 2× in this paper · explained in 7 episodes
• Activation Function — 1× in this paper · explained in 1 episode
• Bayesian Ridge — 1× in this paper
• Extra Tree — 1× in this paper
• Generalization — 1× in this paper · explained in 13 episodes
• Long Short-Term Memory — 1× in this paper
• Loss Function — 1× in this paper · explained in 2 episodes
• Mean Absolute Error — 1× in this paper
• Physical Constraints — 1× in this paper · explained in 7 episodes
• U-net architecture — 1× in this paper · explained in 3 episodes

Related papers

• Polynomial-Augmented Neural Networks (PANNs) with Weak Orthogonality Constraints for Enhanced Function and PDE Approximation
• AIRL-S: Unifying Reinforcement Learning and Search-Based Test-Time Scaling via Adversarial Inverse Reinforcement Learning
• Transformers as Bayesian In-Context Experimenters: Smoothness-Adaptive Efficient ATE Estimation
• Convergence issues in Relational Concept Analysis based on AOC-posets
• Beliefs Beyond Posteriors: Local-Consistency Optimisation for Bayesian Neural Networks
• Understanding Diffusion Models via Ratio-Based Function Approximation with SignReLU Networks