Aras Bacho

According to our database, Aras Bacho authored at least 15 papers between 2022 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

Deflation-PINNs: Learning Multiple Solutions for PDEs and Landau-de Gennes.

Sean Disarò, Ruma Rani Maity, Aras Bacho

CoRR, March, 2026

KROM: Kernelized Reduced Order Modeling.

Aras Bacho, Jonghyeon Lee, Houman Owhadi

CoRR, March, 2026

What is a POLYNOMIAL-TIME Computable L2-Function?

Aras Bacho, Svetlana Selivanova, Martin Ziegler

CoRR, January, 2026

2025

Operator Learning at Machine Precision.

Aras Bacho, Aleksei G. Sorokin, Xianjin Yang, Théo Bourdais, Edoardo Calvello, Matthieu Darcy, Alexander Hsu, Bamdad Hosseini, Houman Owhadi

CoRR, November, 2025

Second-Order Parameterizations for the Complexity Theory of Integrable Functions.

Aras Bacho, Martin Ziegler

CoRR, June, 2025

Second-Order Parameterizations for the Complexity Theory of Integrable Functions.

Aras Bacho, Martin Ziegler

Proceedings of the Computer Algebra in Scientific Computing - 27th International Workshop, 2025

2024

Corrigendum to "Learning-based adaption of robotic friction models" [Robotics and Computer-Integrated Manufacturing Volume 89, October 2024].

Philipp Scholl, Maged Iskandar, Sebastian Wolf, Jinoh Lee, Aras Bacho, Alexander Dietrich, Alin Albu-Schäffer, Gitta Kutyniok

Robotics Comput. Integr. Manuf., 2024

Learning-based adaption of robotic friction models.

Philipp Scholl, Maged Iskandar, Sebastian Wolf, Jinoh Lee, Aras Bacho, Alexander Dietrich, Alin Albu-Schäffer, Gitta Kutyniok

Robotics Comput. Integr. Manuf., 2024

Error Estimation for Physics-informed Neural Networks Approximating Semilinear Wave Equations.

Beatrice Lorenz, Aras Bacho, Gitta Kutyniok

CoRR, 2024

2023

PoissonNet: Resolution-Agnostic 3D Shape Reconstruction using Fourier Neural Operators.

Héctor Andrade-Loarca, Julius Hege, Aras Bacho, Gitta Kutyniok

CoRR, 2023

Reliable AI: Does the Next Generation Require Quantum Computing?

Aras Bacho, Holger Boche, Gitta Kutyniok

CoRR, 2023

A Fractional Graph Laplacian Approach to Oversmoothing.

Sohir Maskey, Raffaele Paolino, Aras Bacho, Gitta Kutyniok

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

The Uniqueness Problem of Physical Law Learning.

Philipp Scholl, Aras Bacho, Holger Boche, Gitta Kutyniok

Proceedings of the IEEE International Conference on Acoustics, 2023

2022

Complexity Blowup for Solutions of the Laplace and the Diffusion Equation.

Aras Bacho, Holger Boche, Gitta Kutyniok

CoRR, 2022

Well-definedness of Physical Law Learning: The Uniqueness Problem.

Philipp Scholl, Aras Bacho, Holger Boche, Gitta Kutyniok

CoRR, 2022