2 papers
cs.LG2026
Physics-Informed Generative Solver: Bridging Data-Driven Priors and Conservation Laws for Stable Spatiotemporal Field Reconstruction
Ziyuan Zhu, Keyu Hu, Zhifei Chen +10
Reconstructing continuous physical fields from sparse measurements is a central inverse problem, but data-driven generative models can produce states that violate governing dynamic…
cs.CR2026
CCLab: Adversarial Testing of Learning- and Non-Learning-Based Congestion Controllers
Zhi Chen, Shehab Sarar Ahmed, Chenkai Wang +2
Congestion controllers (CCs) are critical to network performance, and yet their robustness under adverse conditions remains insufficiently understood. While recent learning-based C…