Ren, Zhi

1. Distribution learning via neural differential equations: a nonparametric statistical perspective
   2023/09/03 by Marzouk, Youssef, Ren, Zhi, Wang, Sven +1 · 3 citations
   #Classical Analysis and ODEs (math.CA) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
2. Optimal Scheduling of Dynamic Transport
   2025/04/19 by Tsimpos, Panos, Ren, Zhi, Zech, Jakob +1 · 1 voice · 5 citations
   #Classical Analysis and ODEs (math.CA) #FOS: Computer and information sciences #FOS: Mathematics #Functional Analysis (math.FA) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
3. Cocktail effect on superconductivity in hexagonal high-entropy alloys
   2024/11/11 by Liu, Bin, Yang, Wuzhang, Cao, Guang-Han +1 · 1 citation
   #FOS: Physical sciences #Materials Science (cond-mat.mtrl-sci) #Superconductivity (cond-mat.supr-con)
4. Distribution learning via neural differential equations: minimal energy regularization and approximation theory
   2025/02/06 by Youssef Marzouk, Marzouk, Youssef, Zhi Ren +3 · 2 citations
   Physics and Astronomy · #Model Reduction and Neural Networks