Aras Bacho

17 papers A* 1B 1Misc 1Journal 14
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deflation-PINNs: Learning Multiple Solutions for PDEs and Landau-de Gennes.
CoRR
Sean Disarò, Ruma Rani Maity, Aras Bacho
2026 J jnl
KROM: Kernelized Reduced Order Modeling.
CoRR
Aras Bacho, Jonghyeon Lee, Houman Owhadi
2026 J jnl
What is a POLYNOMIAL-TIME Computable L2-Function?
CoRR
Aras Bacho, Svetlana Selivanova, Martin Ziegler
2025 J jnl
Operator Learning at Machine Precision.
CoRR
Aras Bacho, Aleksei G. Sorokin, Xianjin Yang, Théo Bourdais, Edoardo Calvello, Matthieu Darcy, Alexander Hsu, Bamdad Hosseini, Houman Owhadi
2025 B conf
Second-Order Parameterizations for the Complexity Theory of Integrable Functions.
CASC
Aras Bacho, Martin Ziegler
2025 J jnl
Second-Order Parameterizations for the Complexity Theory of Integrable Functions.
CoRR
Aras Bacho, Martin Ziegler
2024 J jnl
Corrigendum to "Learning-based adaption of robotic friction models" [Robotics and Computer-Integrated Manufacturing Volume 89, October 2024].
Robotics Comput. Integr. Manuf.
Philipp Scholl, Maged Iskandar, Sebastian Wolf, Jinoh Lee, Aras Bacho, Alexander Dietrich, Alin Albu-Schäffer, Gitta Kutyniok
2024 J jnl
Error Estimation for Physics-informed Neural Networks Approximating Semilinear Wave Equations.
CoRR
Beatrice Lorenz, Aras Bacho, Gitta Kutyniok
2024 J jnl
Learning-based adaption of robotic friction models.
Robotics Comput. Integr. Manuf.
Philipp Scholl, Maged Iskandar, Sebastian Wolf, Jinoh Lee, Aras Bacho, Alexander Dietrich, Alin Albu-Schäffer, Gitta Kutyniok
2023 A* conf
A Fractional Graph Laplacian Approach to Oversmoothing.
NeurIPS
Sohir Maskey, Raffaele Paolino, Aras Bacho, Gitta Kutyniok
2023 J jnl
A Fractional Graph Laplacian Approach to Oversmoothing.
CoRR
Sohir Maskey, Raffaele Paolino, Aras Bacho, Gitta Kutyniok
2023 J jnl
Learning-based adaption of robotic friction models.
CoRR
Philipp Scholl, Maged Iskandar, Sebastian Wolf, Jinoh Lee, Aras Bacho, Alexander Dietrich, Alin Albu-Schäffer, Gitta Kutyniok
2023 J jnl
PoissonNet: Resolution-Agnostic 3D Shape Reconstruction using Fourier Neural Operators.
CoRR
Héctor Andrade-Loarca, Julius Hege, Aras Bacho, Gitta Kutyniok
2023 J jnl
Reliable AI: Does the Next Generation Require Quantum Computing?
CoRR
Aras Bacho, Holger Boche, Gitta Kutyniok
2023 Misc conf
The Uniqueness Problem of Physical Law Learning.
ICASSP
Philipp Scholl, Aras Bacho, Holger Boche, Gitta Kutyniok
2022 J jnl
Complexity Blowup for Solutions of the Laplace and the Diffusion Equation.
CoRR
Aras Bacho, Holger Boche, Gitta Kutyniok
2022 J jnl
Well-definedness of Physical Law Learning: The Uniqueness Problem.
CoRR
Philipp Scholl, Aras Bacho, Holger Boche, Gitta Kutyniok