![](https://dblp.uni-trier.de/img/logo.ua.320x120.png)
![](https://dblp.uni-trier.de/img/dropdown.dark.16x16.png)
![](https://dblp.uni-trier.de/img/peace.dark.16x16.png)
Остановите войну!
for scientists:
![search dblp search dblp](https://dblp.uni-trier.de/img/search.dark.16x16.png)
![search dblp](https://dblp.uni-trier.de/img/search.dark.16x16.png)
default search action
Kailai Xu
Person information
Refine list
![note](https://dblp.uni-trier.de/img/note-mark.dark.12x12.png)
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2022
- [j4]Kailai Xu, Eric Darve:
Physics constrained learning for data-driven inverse modeling from sparse observations. J. Comput. Phys. 453: 110938 (2022) - 2021
- [j3]Weiqiang Zhu, Kailai Xu, Eric Darve, Gregory C. Beroza:
A general approach to seismic inversion with automatic differentiation. Comput. Geosci. 151: 104751 (2021) - [j2]Kailai Xu
, Daniel Zhengyu Huang
, Eric Darve
:
Learning constitutive relations using symmetric positive definite neural networks. J. Comput. Phys. 428: 110072 (2021) - [c4]Kailai Xu, Eric Darve:
ADCME MPI: Distributed Machine Learning for Computational Engineering. AAAI Spring Symposium: MLPS 2021 - [i10]Kailai Xu, Eric Darve:
Trust Region Method for Coupled Systems of PDE Solvers and Deep Neural Networks. CoRR abs/2105.07552 (2021) - 2020
- [j1]Daniel Zhengyu Huang
, Kailai Xu
, Charbel Farhat
, Eric Darve
:
Learning constitutive relations from indirect observations using deep neural networks. J. Comput. Phys. 416: 109491 (2020) - [c3]Kailai Xu, Eric Darve:
Data-Driven Inverse Modeling with Incomplete Observations. AAAI Spring Symposium: MLPS 2020 - [c2]Kailai Xu, Eric Darve:
Calibrating Multivariate Lévy Processes with Neural Networks. MSML 2020: 207-220 - [i9]Kailai Xu, Eric Darve:
Physics Constrained Learning for Data-driven Inverse Modeling from Sparse Observations. CoRR abs/2002.10521 (2020) - [i8]Kailai Xu, Daniel Zhengyu Huang, Eric Darve:
Learning Constitutive Relations using Symmetric Positive Definite Neural Networks. CoRR abs/2004.00265 (2020) - [i7]Kailai Xu, Alexandre M. Tartakovsky, Jeff Burghardt, Eric Darve:
Inverse Modeling of Viscoelasticity Materials using Physics Constrained Learning. CoRR abs/2005.04384 (2020) - [i6]Tiffany Fan, Kailai Xu, Jay Pathak, Eric Darve:
Solving Inverse Problems in Steady State Navier-Stokes Equations using Deep Neural Networks. CoRR abs/2008.13074 (2020) - [i5]Kailai Xu, Weiqiang Zhu, Eric Darve:
Distributed Machine Learning for Computational Engineering using MPI. CoRR abs/2011.01349 (2020) - [i4]Kailai Xu, Eric Darve:
ADCME: Learning Spatially-varying Physical Fields using Deep Neural Networks. CoRR abs/2011.11955 (2020)
2010 – 2019
- 2019
- [i3]Kailai Xu, Eric Darve:
Adversarial Numerical Analysis for Inverse Problems. CoRR abs/1910.06936 (2019) - [i2]Kailai Xu, Dongzhuo Li, Eric Darve, Jerry M. Harris:
Learning Hidden Dynamics using Intelligent Automatic Differentiation. CoRR abs/1912.07547 (2019) - 2018
- [i1]Kailai Xu, Eric Darve:
Calibrating Lévy Process from Observations Based on Neural Networks and Automatic Differentiation with Convergence Proofs. CoRR abs/1812.08883 (2018) - 2010
- [c1]Wei Shi, Shusheng Xiong, Chaoshan Zhang, Yaohua Jiang, Wei Li, Xijiang Wu, Xiaoshuai Ren, Wenhua He, Kailai Xu, Ji Zhou:
Study on Stability of Vehicle Mass Analysis System. ISIA 2010: 554-559
Coauthor Index
![](https://dblp.uni-trier.de/img/cog.dark.24x24.png)
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
Unpaywalled article links
Add open access links from to the list of external document links (if available).
Privacy notice: By enabling the option above, your browser will contact the API of unpaywall.org to load hyperlinks to open access articles. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Unpaywall privacy policy.
Archived links via Wayback Machine
For web page which are no longer available, try to retrieve content from the of the Internet Archive (if available).
Privacy notice: By enabling the option above, your browser will contact the API of archive.org to check for archived content of web pages that are no longer available. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Internet Archive privacy policy.
Reference lists
Add a list of references from ,
, and
to record detail pages.
load references from crossref.org and opencitations.net
Privacy notice: By enabling the option above, your browser will contact the APIs of crossref.org, opencitations.net, and semanticscholar.org to load article reference information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the Crossref privacy policy and the OpenCitations privacy policy, as well as the AI2 Privacy Policy covering Semantic Scholar.
Citation data
Add a list of citing articles from and
to record detail pages.
load citations from opencitations.net
Privacy notice: By enabling the option above, your browser will contact the API of opencitations.net and semanticscholar.org to load citation information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the OpenCitations privacy policy as well as the AI2 Privacy Policy covering Semantic Scholar.
OpenAlex data
Load additional information about publications from .
Privacy notice: By enabling the option above, your browser will contact the API of openalex.org to load additional information. Although we do not have any reason to believe that your call will be tracked, we do not have any control over how the remote server uses your data. So please proceed with care and consider checking the information given by OpenAlex.
last updated on 2024-04-24 22:54 CEST by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint