Symbolic Recovery of Differential Equations: The Identifiability Problem.

Aras Bacho

Philipp Scholl 0003 Aras Bacho Holger Boche Gitta Kutyniok Symbolic Recovery of Differential Equations: The Identifiability Problem. 2026 June 139 115 Mach. Learn. 6 https://doi.org/10.1007/s10994-026-07068-0 db/journals/ml/ml115.html#SchollBBK26 streams/journals/ml

Aras Bacho Svetlana Selivanova Martin Ziegler 0001 What is a POLYNOMIAL-TIME Computable L2-Function? 2026 January abs/2601.17078 CoRR https://doi.org/10.48550/arXiv.2601.17078 db/journals/corr/corr2601.html#abs-2601-17078 streams/journals/corr

Aras Bacho Jonghyeon Lee Houman Owhadi KROM: Kernelized Reduced Order Modeling. 2026 March abs/2603.00360 CoRR https://doi.org/10.48550/arXiv.2603.00360 db/journals/corr/corr2603.html#abs-2603-00360 streams/journals/corr

Sean Disarò Ruma Rani Maity Aras Bacho Deflation-PINNs: Learning Multiple Solutions for PDEs and Landau-de Gennes. 2026 March abs/2603.27936 CoRR https://doi.org/10.48550/arXiv.2603.27936 db/journals/corr/corr2603.html#abs-2603-27936 streams/journals/corr

Yiyou Sun Xinyang Han Weichen Zhang Yuanbo Pang Tianyu Wang Yuhan Cao Yixiao Huang 0004 Chris Duroiu Haoyun Zhang Jeffrey Lin Weishu Zhang Tyler Zeng Ying Yan Bo Liu Hanson Wen Mingyang Xu Xiaoyuan Liu Zimeng Chen Weiyan Shi Amanda Dsouza Vincent Sunn Chen Patrick Bryant Carl Boettiger Yamini Rangan Bradley Rothenberg Kyle Steinfeld Arvind Rao Tapio Schneider Georgios Yannakakis Laure Zanna Kaan Ozbay Ida Sim Tarek Zohdi George Em Karniadakis Jack Gallant Teresa Head-Gordon Yushan Li Wenxi Deng Tao Sun Huiqi Wang Zhun Wang Justin Xu Chris Yuhao Liu Yafei Cheng Rongwang Hu Aras Bacho Shengcao Cao Zengyi Qin Yixiong Chen Hengduan Fan Hao Liu Lin Zeng Shashank Muralidhar Bharadwaj Litian Gong Yingxuan Yang Maojia Song Ruheng Wang Zongzheng Zhang Honglin Bao Shuo Lu Jianhong Tu Zhonghua Wang Zheng Zhang 0005 Zijiao Chen Yanqiong Jiang Zhendong Li Bohan Lyu Chang Ma Peiran Xu Benran Zhang Shangding Gu Haoyue Hua Haoyang Li Wanzhe Liao Chengzhi Liu Junbo Peng Haoran Sun Zechen Xu Bo Chen Jiayi Cheng Yi Jiang Keying Kuang Yuan Li Youbang Pan Ziyan Rao Alexander Schubert Yifan Shen Vincent Siu Xiatao Sun Kangqi Zhang Xiaopan Zhang Yuchen Zhu Ishaan Singh Chandok Lei Ding Jingxuan Fan Andrew Glover Jiaming Hu Yiran Hu Wenbo Huang et al. Agents' Last Exam. 2026 June abs/2606.05405 CoRR https://doi.org/10.48550/arXiv.2606.05405 db/journals/corr/corr2606.html#abs-2606-05405 streams/journals/corr

Aras Bacho Martin Ziegler 0001 Second-Order Parameterizations for the Complexity Theory of Integrable Functions. 27-46 2025 CASC https://doi.org/10.1007/978-3-032-09645-6_2 conf/casc/2025 db/conf/casc/casc2025.html#BachoZ25 streams/conf/casc

Aras Bacho Martin Ziegler Second-Order Parameterizations for the Complexity Theory of Integrable Functions. 2025 June abs/2506.11210 CoRR https://doi.org/10.48550/arXiv.2506.11210 db/journals/corr/corr2506.html#abs-2506-11210 streams/journals/corr

Aras Bacho Aleksei G. Sorokin Xianjin Yang Théo Bourdais Edoardo Calvello Matthieu Darcy Alexander Hsu Bamdad Hosseini Houman Owhadi Operator Learning at Machine Precision. 2025 November abs/2511.19980 CoRR https://doi.org/10.48550/arXiv.2511.19980 db/journals/corr/corr2511.html#abs-2511-19980 streams/journals/corr

Philipp Scholl 0003 Maged Iskandar Sebastian Wolf 0001 Jinoh Lee Aras Bacho Alexander Dietrich Alin Albu-Schäffer Gitta Kutyniok Learning-based adaption of robotic friction models. 102780 2024 89 Robotics Comput. Integr. Manuf. https://doi.org/10.1016/j.rcim.2024.102780 db/journals/rcim/rcim89.html#SchollIWLBDAK24

Philipp Scholl 0003 Maged Iskandar Sebastian Wolf 0001 Jinoh Lee Aras Bacho Alexander Dietrich Alin Albu-Schäffer Gitta Kutyniok Corrigendum to "Learning-based adaption of robotic friction models" [Robotics and Computer-Integrated Manufacturing Volume 89, October 2024]. 102783 2024 89 Robotics Comput. Integr. Manuf. https://doi.org/10.1016/j.rcim.2024.102783 db/journals/rcim/rcim89.html#SchollIWLBDAK24a

Beatrice Lorenz Aras Bacho Gitta Kutyniok Error Estimation for Physics-informed Neural Networks Approximating Semilinear Wave Equations. 2024 abs/2402.07153 CoRR https://doi.org/10.48550/arXiv.2402.07153 db/journals/corr/corr2402.html#abs-2402-07153

Philipp Scholl 0003 Aras Bacho Holger Boche Gitta Kutyniok The Uniqueness Problem of Physical Law Learning. 1-5 2023 ICASSP https://doi.org/10.1109/ICASSP49357.2023.10095017 conf/icassp/2023 db/conf/icassp/icassp2023.html#SchollBBK23 Sohir Maskey Raffaele Paolino Aras Bacho Gitta Kutyniok A Fractional Graph Laplacian Approach to Oversmoothing. 2023 NeurIPS http://papers.nips.cc/paper_files/paper/2023/hash/2a514213ba899f2911723a38be8d4096-Abstract-Conference.html conf/nips/2023 db/conf/nips/neurips2023.html#MaskeyPBK23

Sohir Maskey Raffaele Paolino Aras Bacho Gitta Kutyniok A Fractional Graph Laplacian Approach to Oversmoothing. 2023 abs/2305.13084 CoRR https://doi.org/10.48550/arXiv.2305.13084 db/journals/corr/corr2305.html#abs-2305-13084

Aras Bacho Holger Boche Gitta Kutyniok Reliable AI: Does the Next Generation Require Quantum Computing? 2023 abs/2307.01301 CoRR https://doi.org/10.48550/arXiv.2307.01301 db/journals/corr/corr2307.html#abs-2307-01301

Héctor Andrade-Loarca Julius Hege Aras Bacho Gitta Kutyniok PoissonNet: Resolution-Agnostic 3D Shape Reconstruction using Fourier Neural Operators. 2023 abs/2308.01766 CoRR https://doi.org/10.48550/arXiv.2308.01766 db/journals/corr/corr2308.html#abs-2308-01766

Philipp Scholl 0003 Maged Iskandar Sebastian Wolf 0001 Jinoh Lee Aras Bacho Alexander Dietrich Alin Albu-Schäffer Gitta Kutyniok Learning-based adaption of robotic friction models. 2023 abs/2310.16688 CoRR https://doi.org/10.48550/arXiv.2310.16688 db/journals/corr/corr2310.html#abs-2310-16688

Philipp Scholl 0003 Aras Bacho Holger Boche Gitta Kutyniok Well-definedness of Physical Law Learning: The Uniqueness Problem. 2022 abs/2210.08342 CoRR https://doi.org/10.48550/arXiv.2210.08342 db/journals/corr/corr2210.html#abs-2210-08342

Aras Bacho Holger Boche Gitta Kutyniok Complexity Blowup for Solutions of the Laplace and the Diffusion Equation. 2022 abs/2212.00693 CoRR https://doi.org/10.48550/arXiv.2212.00693 db/journals/corr/corr2212.html#abs-2212-00693

et al. Alin Albu-Schäffer Héctor Andrade-Loarca Honglin Bao Shashank Muralidhar Bharadwaj Holger Boche Carl Boettiger Théo Bourdais Patrick Bryant Edoardo Calvello Shengcao Cao Yuhan Cao Ishaan Singh Chandok Bo Chen Vincent Sunn Chen Yixiong Chen Zijiao Chen Zimeng Chen Jiayi Cheng Yafei Cheng Matthieu Darcy Wenxi Deng Alexander Dietrich Lei Ding Sean Disarò Amanda Dsouza Chris Duroiu Hengduan Fan Jingxuan Fan Jack Gallant Andrew Glover Litian Gong Shangding Gu Xinyang Han Teresa Head-Gordon Julius Hege Bamdad Hosseini Alexander Hsu Jiaming Hu Rongwang Hu Yiran Hu Haoyue Hua Wenbo Huang Yixiao Huang 0004 Maged Iskandar Yanqiong Jiang Yi Jiang George Em Karniadakis Keying Kuang Gitta Kutyniok Jinoh Lee Jonghyeon Lee Haoyang Li Yuan Li Yushan Li Zhendong Li Wanzhe Liao Jeffrey Lin Bo Liu Chengzhi Liu Chris Yuhao Liu Hao Liu Xiaoyuan Liu Beatrice Lorenz Shuo Lu Bohan Lyu Chang Ma Ruma Rani Maity Sohir Maskey Houman Owhadi Kaan ÖzbayKaan Ozbay Youbang Pan Yuanbo Pang Raffaele Paolino Junbo Peng Zengyi Qin Yamini Rangan Arvind Rao Ziyan Rao Bradley Rothenberg Tapio Schneider Philipp Scholl 0003 Alexander Schubert Svetlana Selivanova Yifan Shen Weiyan Shi Ida Sim Vincent Siu Maojia Song Aleksei G. Sorokin Kyle Steinfeld Haoran Sun Tao Sun Xiatao Sun Yiyou Sun Jianhong Tu Huiqi Wang Ruheng Wang Tianyu Wang Zhonghua Wang Zhun Wang Hanson Wen Sebastian Wolf 0001 Justin Xu Mingyang Xu Peiran Xu Zechen Xu Ying Yan Xianjin Yang Yingxuan Yang Georgios Yannakakis Laure Zanna Lin Zeng Tyler Zeng Benran Zhang Haoyun Zhang Kangqi Zhang Weichen Zhang Weishu Zhang Xiaopan Zhang Zheng Zhang 0005 Zongzheng Zhang Yuchen Zhu Martin Ziegler Martin Ziegler 0001 Tarek Zohdi