Search Results - "Dong, Justin"

Galerkin neural network approximation of singularly-perturbed elliptic systems by Ainsworth, Mark, Dong, Justin

“…We consider the neural network approximation of systems of partial differential equations exhibiting multiscale features such as the Reissner–Mindlin plate…”
Get full text

Local reaction microenvironment impacts on H2O2 electrosynthesis in a dual membrane electrode assembly solid electrolyte electrolyzer by Ruggiero, Brianna N., Lu, Xiao Kun, Adonteng, Kwaku, Dong, Justin, Notestein, Justin M., Seitz, Linsey C.

“…[Display omitted] •H2O2 electrosynthesis optimized in a dual membrane electrode assembly.•Moderate catalyst loading enhances mass transport and accessible…”
Get full text

Identifying Medical Diagnoses and Treatable Diseases by Image-Based Deep Learning by Kermany, Daniel S., Goldbaum, Michael, Cai, Wenjia, Valentim, Carolina C.S., Liang, Huiying, Baxter, Sally L., McKeown, Alex, Yang, Ge, Wu, Xiaokang, Yan, Fangbing, Dong, Justin, Prasadha, Made K., Pei, Jacqueline, Ting, Magdalene Y.L., Zhu, Jie, Li, Christina, Hewett, Sierra, Dong, Jason, Ziyar, Ian, Shi, Alexander, Zhang, Runze, Zheng, Lianghong, Hou, Rui, Shi, William, Fu, Xin, Duan, Yaou, Huu, Viet A.N., Wen, Cindy, Zhang, Edward D., Zhang, Charlotte L., Li, Oulan, Wang, Xiaobo, Singer, Michael A., Sun, Xiaodong, Xu, Jie, Tafreshi, Ali, Lewis, M. Anthony, Xia, Huimin, Zhang, Kang

“…The implementation of clinical-decision support algorithms for medical imaging faces challenges with reliability and interpretability. Here, we establish a…”
Get full text

A semi-implicit method for incompressible three-phase flow in porous media by Dong, Justin, Rivière, Béatrice

“…In this paper, we present a semi-implicit method for the incompressible three-phase flow equations in two dimensions. In particular, a high-order discontinuous…”
Get full text

Machine learning methods for particle stress development in suspension Poiseuille flows by Howard, Amanda A., Dong, Justin, Patel, Ravi, D’Elia, Marta, Maxey, Martin R., Stinis, Panos

“…Numerical simulations are used to study the dynamics of a developing suspension Poiseuille flow with monodispersed and bidispersed neutrally buoyant particles…”
Get full text

Extended Galerkin neural network approximation of singular variational problems with error control by Ainsworth, Mark, Dong, Justin

“…We present extended Galerkin neural networks (xGNN), a variational framework for approximating general boundary value problems (BVPs) with error control. The…”
Get full text

Galerkin Neural Networks: A Framework for Approximating Variational Equations with Error Control by Ainsworth, Mark, Dong, Justin

“…We present a new approach to using neural networks to approximate the solutions of variational equations, based on the adaptive construction of a sequence of…”
Get full text

Intrinsic determinants of optic nerve regeneration by Zhu, Rui-lin, Cho, Kin-sang, Guo, Chen-ying, Chew, Justin, Chen, Dong-feng, Yang, Liu

“…Objective To review the functions of these intracellular signals in their regulation of retinal ganglion cell （RGC） axon regeneration. Data sources Relevant…”
Get full text

Adenoviral transduction of PTEN induces apoptosis of cultured hepatic steUate cells by HAO Li-sen ZHANG Xiao-lan AN Jun-yan YAO Dong-mei Justin Karlin FANG Shu-ming JIANG Hui-qing BAI Wen-yuan CHEN Shuang

“…Hepatic fibrosis is the liver＇s wound healing response to virtually all forms of chronic liver injury： toxic insult, viral infection, immunological conditions…”
Get full text

Generation of a human embryonic stem cell line stably expressing high levels of the fluorescent protein mCherry by Ovchinnikov, Dmitry A

“…AIM:The generation and characterization of a human embryonic stem cell (hESC) line stably expressing red fluorescent mCherry protein. METHODS:Lentiviral…”
Get full text