In May 2026, the TRANS group published its latest work, entitled “Battery Safety: Mechanisms, Monitoring, and Machine Intelligence,” in Advanced Energy Materials, a JCR Q1 journal in the energy field (Impact Factor: 26). This study addresses key challenges in battery safety…
In May 2026, the TRANS Research Group published a study on data-efficient remaining useful life (RUL) prediction for electric vehicle batteries using real-world operational data. This work proposes a contrastive-enhanced VAE-LSTM self-supervised learning framework that learns degradation-aware representations from large-scale…
The SAE WCX2026 has recently announced its paper acceptance results for 2026. Several members of the TRANS group, including undergraduates, graduate students, and doctoral candidates, have successfully had their submitted papers accepted. About SAE WCX 2026 WCX 2026 (The WCX™…
In April, 2026, the TRANS Research Group and KAPSARC, Tsinghua University, Southwest Jiaotong University published their study, ”The potential role of truck-hailing and operational efficiency improvement in China’s road freight decarbonization” at Nature Communications, a prestigious top-tier multidisciplinary journal under…
In February 2026, the TRANS Research Group published a study on real-world battery health management in the Journal of Energy Storage. To address the complexity of battery packs, this work constructs a thermoelectric dynamic graph attention network that captures internal…
In January 2026, the TRANS Research Group published its latest study, “Cross-temporal framework for driving behavior impact on electric vehicle battery health”, in Communications in Transportation Research (IF: 14.5), a top-tier SCI Q1 journal in the transportation field indexed by…
In November 2025, the TRANS Research Group published its latest study, “Evolutionary Reinforcement Learning with Late-start Evolution and Clustering Archive,” in IEEE Transactions on Evolutionary Computation (IF: 12), a TOP-tier journal in evolutionary computation. This work introduces a new evolutionary…
In January 2026, the TRANS Research Group published its latest study, “Quantitative Modeling of China’s Commercial Vehicle Powertrain Transition Toward 2050: Market Penetration, Uncertainty, and Policy Impacts,” in the JCR Q1 journal Energy (Impact Factor: 9.4). This study develops the…
In December 2025, the TRANS Research Group’s latest study, “A data-driven and physics-based model for assessing real-world usage behavior impacts on electric vehicle battery life,” was published in the Q1 (JCR) energy journal Journal of Energy Storage (Impact Factor: 9.8). This…
A latest study from the Transportation Energy Modeling Comparison Research (EMF-37) organized by the Stanford University Energy Modeling Forum (EMF) indicates that the transportation sector plays a crucial role in achieving the U.S. 2050 nationwide net-zero emissions goal. Entitled Transportation…