3 papers
q-bio.BM2024
Diffusion-Driven Generative Framework for Molecular Conformation Prediction
Bobin Yang, Jie Deng, Zhenghan Chen +1
The task of deducing three-dimensional molecular configurations from their two-dimensional graph representations holds paramount importance in the fields of computational chemistry…
cs.SD2023
Music Generation based on Generative Adversarial Networks with Transformer
Ziyi Jiang, Ruoxue Wu, Zhenghan Chen +1
Autoregressive models based on Transformers have become the prevailing approach for generating music compositions that exhibit comprehensive musical structure. These models are typ…
math.NA2023
A Milstein-type method for highly non-linear non-autonomous time-changed stochastic differential equations
Wei Liu, Ruoxue Wu, Ruchun Zuo
A Milstein-type method is proposed for some highly non-linear non-autonomous time-changed stochastic differential equations (SDEs). The spatial variables in the coefficients of the…