Jonas Ballani

Statistics

Publications

Citations

488

H-Index

Active since

2011

Affiliations

Max Planck Institute for Mathematics in the Sciences(Current)

RWTH Aachen University

École Polytechnique Fédérale de Lausanne

Max Planck Society

Jonas Ballani is an author at Max Planck Institute for Mathematics in the Sciences specializing in engineering, numerical analysis, and approximation theory.

Top concepts

EngineeringNumerical AnalysisApproximation TheoryInverse ProblemsMathematical ProgrammingData ScienceComputer ScienceMachine LearningNumerical SimulationFinite Element Method

Publications per year

2011–2017

Publications

A projection method to solve linear systems in tensor format

Jonas Ballani, Lars Grasedyck · Numerical Linear Algebra with Applications · 2012 · 206 citations

Mathematical Programming, Numerical Analysis, Reduced Order Modeling +15

Black box approximation of tensors in hierarchical Tucker format

Jonas Ballani, Lars Grasedyck, Melanie Kluge · Linear Algebra and its Applications · 2011 · 114 citations

Mathematical Programming, Engineering, Matrix Factorization +4

Hierarchical Tensor Approximation of Output Quantities of Parameter-Dependent PDEs

Jonas Ballani, Lars Grasedyck · SIAM/ASA Journal on Uncertainty Quantification · 2015 · 51 citations

Numerical Analysis, Hierarchical Tensor Approximation, Engineering +16

Tree Adaptive Approximation in the Hierarchical Tensor Format

Jonas Ballani, Lars Grasedyck · SIAM Journal on Scientific Computing · 2014 · 44 citations

Mathematical Programming, Engineering, Machine Learning +16

A component-based hybrid reduced basis/finite element method for solid mechanics with local nonlinearities

Jonas Ballani, D.B.P. Huynh, David J. Knezevic et al. · Computer Methods in Applied Mechanics and Engineering · 2017 · 30 citations · Full text

Numerical Analysis, Finite Element Method, Reduced Order Modeling +13

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