Inferring the basal sliding coefficient field for the Stokes ice sheet model under rheological uncertainty
Babaniyi, Olalekan, Nicholson, Ruanui, Villa, Umberto, Petra, Noémi
Published in The cryosphere (09.04.2021)
Published in The cryosphere (09.04.2021)
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Journal Article
On the Derivation of Quasi-Newton Formulas for Optimization in Function Spaces
Vuchkov, Radoslav G., Petra, Cosmin G., Petra, Noémi
Published in Numerical functional analysis and optimization (11.07.2020)
Published in Numerical functional analysis and optimization (11.07.2020)
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Journal Article
On global normal linear approximations for nonlinear Bayesian inverse problems
Nicholson, Ruanui, Petra, Noémi, Villa, Umberto, Kaipio, Jari P
Published in Inverse problems (01.05.2023)
Published in Inverse problems (01.05.2023)
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Journal Article
Inversion of geothermal heat flux in a thermomechanically coupled nonlinear Stokes ice sheet model
Zhu, Hongyu, Petra, Noemi, Stadler, Georg, Isaac, Tobin, Hughes, Thomas J. R, Ghattas, Omar
Published in The cryosphere (13.07.2016)
Published in The cryosphere (13.07.2016)
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Journal Article
Scalable and efficient algorithms for the propagation of uncertainty from data through inference to prediction for large-scale problems, with application to flow of the Antarctic ice sheet
Isaac, Tobin, Petra, Noemi, Stadler, Georg, Ghattas, Omar
Published in Journal of computational physics (01.09.2015)
Published in Journal of computational physics (01.09.2015)
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Journal Article
A Computational Framework for Infinite-Dimensional Bayesian Inverse Problems, Part II: Stochastic Newton MCMC with Application to Ice Sheet Flow Inverse Problems
Petra, Noemi, Martin, James, Stadler, Georg, Ghattas, Omar
Published in SIAM journal on scientific computing (01.01.2014)
Published in SIAM journal on scientific computing (01.01.2014)
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Journal Article
Linearized Bayesian inference for Young's modulus parameter field in an elastic model of slender structures
Fatehiboroujeni, Soheil, Petra, Noemi, Goyal, Sachin
Published in Proceedings of the Royal Society. A, Mathematical, physical, and engineering sciences (01.06.2020)
Published in Proceedings of the Royal Society. A, Mathematical, physical, and engineering sciences (01.06.2020)
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Journal Article
Linearized Bayesian inference for Young’s modulus parameter field in an elastic model of slender structures
Fatehiboroujeni, Soheil, Petra, Noemi, Goyal, Sachin
Published in Proceedings of the Royal Society. A, Mathematical, physical, and engineering sciences (01.06.2020)
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Published in Proceedings of the Royal Society. A, Mathematical, physical, and engineering sciences (01.06.2020)
Journal Article
Scalable and efficient algorithms for the propagation of uncertainty from data through inference to prediction for large-scale problems, with application to flow of the Antarctic ice sheet
Isaac, Tobin, Petra, Noemi, Stadler, Georg, Ghattas, Omar
Published in Journal of computational physics (01.09.2015)
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Published in Journal of computational physics (01.09.2015)
Journal Article
On the implementation of a quasi-Newton interior-point method for PDE-constrained optimization using finite element discretizations
Petra, Cosmin G., Salazar De Troya, Miguel, Petra, Noemi, Choi, Youngsoo, Oxberry, Geoffrey M., Tortorelli, Daniel
Published in Optimization methods & software (02.01.2023)
Published in Optimization methods & software (02.01.2023)
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Journal Article
hIPPYlib: An Extensible Software Framework for Large-Scale Inverse Problems
Villa, Umberto, Petra, Noemi, Ghattas, Omar
Published in Journal of open source software (23.10.2018)
Published in Journal of open source software (23.10.2018)
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Journal Article