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Nicolas Boullé

imperial college london

9H-index
57Paper Count
350Citation Count
Published Papers 9
Publication Date
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Multi-Level Monte Carlo training of neural operators
errComputer Methods in Applied Mechanics and Engineering
IF7.3
err2026-02-10
err0
errOAAI
errJames Rowbottom; Stefania Fresca; Pietro Lio; Carola-Bibiane Schönlieb; Nicolas Boullé
errShare
errSave
MULTIVARIATE RATIONAL APPROXIMATION OF FUNCTIONS WITH CURVES OF SINGULARITIES
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2024-11-04
err1
errOAAI
errBoulle, Nicolas; Herremans, Astrid; Huybrechs, Daan
errShare
errSave
Elliptic PDE learning is provably data-efficient
errPROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA
IF9.1
err2023-09-18
err4
errOAAI
errBoulle, Nicolas; Halikias, Diana; Townsend, Alex
errShare
errSave
OPTIMIZATION OF HOPF BIFURCATION POINTS
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2023-06-23
err5
errOAAI
errBoulle, Nicolas; Farrell, Patrick E.; Rognes, Marie E.
errShare
errSave
Principled interpolation of Green?s functions learned from data
errCOMPUTER METHODS IN APPLIED MECHANICS AND ENGINEERING
IF7.3
err2023-05-01
err0
errOAAI
errPraveen, Harshwardhan; Boulle, Nicolas; Earls, Christopher
errShare
errSave
Data-driven discovery of Green's functions with human-understandable deep learning
errSCIENTIFIC REPORTS
IF3.9
err2022-03-22
err20
errOAAI
errBoulle, Nicolas; Earls, Christopher J.; Townsend, Alex
errShare
errSave
CONTROL OF BIFURCATION STRUCTURES USING SHAPE OPTIMIZATION
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2022-01-05
err8
errOAAI
errBoulle, Nicolas; Farrell, Patrick E.; Paganini, Alberto
errShare
errSave
COMPUTING WITH FUNCTIONS IN THE BALL
errSIAM JOURNAL ON SCIENTIFIC COMPUTING
IF2.6
err2020-08-17
err5
errOAAI
errBoulle, Nicolas; Townsend, Alex
errShare
errSave
Bifurcation analysis of stationary solutions of two-dimensional coupled Gross-Pitaevskii equations using deflated continuation
errCOMMUNICATIONS IN NONLINEAR SCIENCE AND NUMERICAL SIMULATION
IF3.8
err2020-08-01
err22
errOAAI
errCharalampidis, E. G.; Boulle, N.; Farrell, P. E.; Kevrekidis, P. G.
errShare
errSave

Research Directions

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Co-authors
Cooperation Journals
P
Píetro Lió
H-index: 72 · Papers: 1.1K
C
Carola‐Bibiane Schönlieb
H-index: 47 · Papers: 652
P
P. G. Kevrekidis
H-index: 27 · Papers: 208
M
Marie E. Rognes
H-index: 25 · Papers: 169
D
Daan Huybrechs
H-index: 24 · Papers: 155
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