Wuxi University

Physics-constrained transfer learning with a spectral-fidelity-preserving model for satellite remote sensing applications

Abstract. Accurate spectral transformation across satellite sensors with similar but different spectral response functions (SRFs) are essential for applying the same retrieval algorithms. A novel physics-constrained transfer learning (TL) framework is developed for transferring s...

MOF-mediated cascade photoreactions under nanoconfinement for defluorination of per- and polyfluoroalkyl substances

Heterogeneous catalytic degradation of per- and polyfluoroalkyl substances (PFAS) through cleavage of the strong C-F bonds offers a robust and sustainable approach for mitigating their global threat to ecosystems and human health. However, current reduction or oxidation methods g...

Locally differentially private graph clustering via structure-preserving graph compression

Abstract Locally differentially private clustering is an effective approach to uncover latent structures in decentralized social graphs while preserving individual privacy. Existing solutions encode graph data using adjacency bit vectors, whose high dimensionality introduces subs...

Toward sustainable energy transition through green transport policy: Evidence from low-carbon transport system pilot

Sustainable energy transition is a crucial step toward sustainable development, yet little is known about how it can be achieved through the transport sector. Utilizing data from 2005–2019 for cities in China, this study investigates how low-carbon transport system pilots contrib...