causal inference 1time-aware deep learning 1transportation energy management 1trolleybus energy prediction 1weather impact 1
From the 1 of 2 linked papers with an AI index.
2 papers
math.OC2026
Inter-Stop Energy Prediction and Causal Driver Quantification for Dual-Source Trolleybuses via a Time-Aware Tabular Deep Learning Architecture
Wentao Zeng, Zijian Huang, Yiming Bie +2
The paper introduces a time‑aware tabular deep learning model to predict inter‑stop energy consumption for dual‑source trolleybuses and provides a causal analysis of the factors in…
physics.ins-det2025
Lightweight Deep Learning Framework for Accurate Particle Flow Energy Reconstruction
Yu Wang, Yangguang Zhang, Shengxiang Lin +2
Under extreme operating conditions, characterized by high particle multiplicity and heavily overlapping shower energy deposits, classical particle flow algorithms encounter pronoun…