default search action
Mengwu Guo
Person information
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
2020 – today
- 2025
- [i16]Nicolò Botteghi, Stefania Fresca, Mengwu Guo, Andrea Manzoni:
HypeRL: Parameter-Informed Reinforcement Learning for Parametric PDEs. CoRR abs/2501.04538 (2025) - [i15]Weihao Yan
, Christoph Brune
PDE-DKL: PDE-constrained deep kernel learning in high dimensionality. CoRR abs/2501.18258 (2025) - 2024
- [j4]Dongwei Ye
Gaussian process learning of nonlinear dynamics. Commun. Nonlinear Sci. Numer. Simul. 138: 108184 (2024) - [i14]Nicolò Botteghi, Paolo Motta, Andrea Manzoni, Paolo Zunino, Mengwu Guo:
Recurrent Deep Kernel Learning of Dynamical Systems. CoRR abs/2405.19785 (2024) - [i13]Tjeerd Jan Heeringa, Christoph Brune
Sparsifying dimensionality reduction of PDE solution data with Bregman learning. CoRR abs/2406.12672 (2024) - [i12]Shane A. McQuarrie, Anirban Chaudhuri, Karen E. Willcox, Mengwu Guo:
Bayesian learning with Gaussian processes for low-dimensional representations of time-dependent nonlinear systems. CoRR abs/2408.03455 (2024) - 2023
- [j3]Ludovica Cicci
Uncertainty quantification for nonlinear solid mechanics using reduced order models with Gaussian process regression. Comput. Math. Appl. 149: 1-23 (2023) - [i11]Ludovica Cicci, Stefania Fresca, Mengwu Guo, Andrea Manzoni, Paolo Zunino:
Uncertainty quantification for nonlinear solid mechanics using reduced order models with Gaussian process regression. CoRR abs/2302.08216 (2023) - [i10]Dongwei Ye
Bayesian approach to Gaussian process regression with uncertain inputs. CoRR abs/2305.11586 (2023) - [i9]Paolo Conti, Mengwu Guo, Andrea Manzoni, Attilio Frangi, Steven L. Brunton, J. Nathan Kutz:
Multi-fidelity reduced-order surrogate modeling. CoRR abs/2309.00325 (2023) - [i8]Dongwei Ye
Gaussian process learning of nonlinear dynamics. CoRR abs/2312.12193 (2023) - 2022
- [i7]Mengwu Guo, Shane A. McQuarrie, Karen E. Willcox:
Bayesian operator inference for data-driven reduced-order modeling. CoRR abs/2204.10829 (2022) - [i6]Paolo Conti, Mengwu Guo, Andrea Manzoni, Jan S. Hesthaven:
Multi-fidelity surrogate modeling using long short-term memory networks. CoRR abs/2208.03115 (2022) - [i5]Nicolò Botteghi, Mengwu Guo, Christoph Brune
Deep Kernel Learning of Dynamical Models from High-Dimensional Noisy Data. CoRR abs/2208.12975 (2022) - 2021
- [i4]Mengwu Guo, Andrea Manzoni, Maurice Amendt, Paolo Conti, Jan S. Hesthaven:
Multi-fidelity regression using artificial neural networks: efficient approximation of parameter-dependent output quantities. CoRR abs/2102.13403 (2021) - [i3]Mengwu Guo
A brief note on understanding neural networks as Gaussian processes. CoRR abs/2107.11892 (2021) - 2020
- [i2]Mengwu Guo, Ehsan Haghighat:
An energy-based error bound of physics-informed neural network solutions in elasticity. CoRR abs/2010.09088 (2020)
2010 – 2019
- 2017
- [j2]Mengwu Guo
Constitutive-relation-error-based a posteriori error bounds for a class of elliptic variational inequalities. Appl. Math. Lett. 71: 14-23 (2017) - 2016
- [j1]Mengwu Guo
Weak form quadrature solution of 2mth-order Fredholm integro-differential equations. Int. J. Comput. Math. 93(10): 1650-1664 (2016) - [i1]Mengwu Guo, Hongzhi Zhong:
Strict upper and lower bounds for quantities of interest in static response sensitivity analysis. CoRR abs/1611.05253 (2016)
Coauthor Index
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 2025-03-04 21:11 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by: