1. Algorithms for solving high dimensional PDEs: from nonlinear Monte Carlo to machine learning. (9th December 2021) Authors: E, Weinan; Han, Jiequn; Jentzen, Arnulf Journal: Nonlinearity Issue: Volume 35:Number 1(2022) Page Start: 278 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
2. Deep potentials for materials science. (1st June 2022) Authors: Wen, Tongqi; Zhang, Linfeng; Wang, Han; E, Weinan; Srolovitz, David J Journal: Materials futures Issue: Volume 1:Number 2(2022) Page Start: Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
3. DeFine: deep convolutional neural networks accurately quantify intensities of transcription factor-DNA binding and facilitate evaluation of functional non-coding variants. Issue 11 (2nd April 2018) Authors: Wang, Meng; Tai, Cheng; E, Weinan; Wei, Liping Journal: Nucleic acids research Issue: Volume 46:Issue 11(2018) Page Start: e69 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
4. Isotope effects in liquid water via deep potential molecular dynamics. (17th November 2019) Authors: Ko, Hsin-Yu; Zhang, Linfeng; Santra, Biswajit; Wang, Han; E, Weinan; DiStasio Jr, Robert A.; Car, Roberto Journal: Molecular physics Issue: Volume 117:Number 22(2019) Page Start: 3269 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
5. On the distinguished limits of the Navier slip model of the moving contact line problem. (28th April 2015) Authors: Ren, Weiqing; Trinh, Philippe H.; E, Weinan Journal: Journal of fluid mechanics Issue: Volume 772(2015:Jun.) Page Start: 107 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
6. Renormalized powers of Ornstein–Uhlenbeck processes and well-posedness of stochastic Ginzburg–Landau equations. (September 2016) Authors: E, Weinan; Jentzen, Arnulf; Shen, Hao Journal: Nonlinear analysis Issue: Volume 142(2016) Page Start: 152 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗
7. Renormalized powers of Ornstein–Uhlenbeck processes and well-posedness of stochastic Ginzburg–Landau equations. (September 2016) Authors: E, Weinan; Jentzen, Arnulf; Shen, Hao Journal: Nonlinear analysis Issue: Volume 142(2016) Page Start: 152 Record Type: Journal Article View Content: Available online (eLD content is only available in our Reading Rooms) ↗