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2020 – today
- 2024
[j8]Tianqi Cui, Tom Bertalan
, Nelson Ndahiro, Pratik Khare, Michael Betenbaugh, Costas Maranas, Ioannis G. Kevrekidis:
Data-driven and physics informed modeling of Chinese Hamster Ovary cell bioreactors. Comput. Chem. Eng. 183: 108594 (2024)- [j7]Aiqing Zhu, Tom Bertalan, Beibei Zhu, Yifa Tang, Ioannis G. Kevrekidis:
Implementation and (Inverse Modified) Error Analysis for Implicitly Templated ODE-Nets. SIAM J. Appl. Dyn. Syst. 23(4): 2643-2669 (2024) - 2023
- [j6]Saurabh Malani, Tom S. Bertalan, Tianqi Cui, Jose L. Avalos, Michael Betenbaugh, Ioannis G. Kevrekidis:
Some of the variables, some of the parameters, some of the times, with some physics known: Identification with partial information. Comput. Chem. Eng. 178: 108343 (2023) - [i11]Aiqing Zhu, Tom Bertalan, Beibei Zhu, Yifa Tang, Ioannis G. Kevrekidis:
Implementation and (Inverse Modified) Error Analysis for implicitly-templated ODE-nets. CoRR abs/2303.17824 (2023) - [i10]Saurabh Malani, Tom S. Bertalan, Tianqi Cui, Jose L. Avalos, Michael Betenbaugh, Ioannis G. Kevrekidis:
Some of the variables, some of the parameters, some of the times, with some physics known: Identification with partial information. CoRR abs/2304.14214 (2023) - [i9]Tianqi Cui, Tom S. Bertalan, Nelson Ndahiro, Pratik Khare, Michael Betenbaugh, Costas Maranas, Ioannis G. Kevrekidis:
Data-driven and Physics Informed Modelling of Chinese Hamster Ovary Cell Bioreactors. CoRR abs/2305.03257 (2023) - 2022
- [j5]Yue Guo, Felix Dietrich, Tom Bertalan, Danimir T. Doncevic, Manuel Dahmen, Ioannis G. Kevrekidis, Qianxiao Li:
Personalized Algorithm Generation: A Case Study in Learning ODE Integrators. SIAM J. Sci. Comput. 44(4): 1911- (2022) - 2021
- [c2]Hassan Arbabi, Felix P. Kemeth, Tom Bertalan, Ioannis G. Kevrekidis:
Coarse-grained and Emergent Distributed Parameter Systems from Data. ACC 2021: 4063-4068 - [i8]Felix P. Kemeth, Tom Bertalan, Nikolaos Evangelou, Tianqi Cui, Saurabh Malani, Ioannis G. Kevrekidis:
Initializing LSTM internal states via manifold learning. CoRR abs/2104.13101 (2021) - [i7]Yue Guo, Felix Dietrich, Tom Bertalan, Danimir T. Doncevic, Manuel Dahmen, Ioannis G. Kevrekidis, Qianxiao Li:
Personalized Algorithm Generation: A Case Study in Meta-Learning ODE Integrators. CoRR abs/2105.01303 (2021) - [i6]Felix Dietrich, Alexei Makeev, George Kevrekidis, Nikolaos Evangelou, Tom Bertalan, Sebastian Reich, Ioannis G. Kevrekidis:
Learning effective stochastic differential equations from microscopic simulations: combining stochastic numerics and deep learning. CoRR abs/2106.09004 (2021) - 2020
- [j4]Thomas N. Thiem, Mahdi Kooshkbaghi, Tom Bertalan, Carlo R. Laing, Ioannis G. Kevrekidis:
Emergent Spaces for Coupled Oscillators. Frontiers Comput. Neurosci. 14: 36 (2020) - [i5]Thomas N. Thiem, Mahdi Kooshkbaghi, Tom Bertalan, Carlo R. Laing, Ioannis G. Kevrekidis:
Emergent spaces for coupled oscillators. CoRR abs/2004.06053 (2020) - [i4]Erez Peterfreund, Ofir Lindenbaum, Felix Dietrich, Tom Bertalan, Matan Gavish, Ioannis G. Kevrekidis, Ronald R. Coifman:
LOCA: LOcal Conformal Autoencoder for standardized data coordinates. CoRR abs/2004.07234 (2020) - [i3]Tom Bertalan, Felix Dietrich, Ioannis G. Kevrekidis:
Transformations between deep neural networks. CoRR abs/2007.05646 (2020) - [i2]Hassan Arbabi, Felix P. Kemeth, Tom Bertalan, Ioannis G. Kevrekidis:
Coarse-grained and emergent distributed parameter systems from data. CoRR abs/2011.08138 (2020) - [i1]Felix P. Kemeth, Tom Bertalan, Thomas N. Thiem, Felix Dietrich, Sung Joon Moon, Carlo R. Laing, Ioannis G. Kevrekidis:
Learning emergent PDEs in a learned emergent space. CoRR abs/2012.12738 (2020)
2010 – 2019
- 2018
- [j3]Felix P. Kemeth, Sindre W. Haugland, Felix Dietrich, Tom Bertalan, Kevin Höhlein, Qianxiao Li, Erik M. Bollt, Ronen Talmon, Katharina Krischer, Ioannis G. Kevrekidis:
An Emergent Space for Distributed Data With Hidden Internal Order Through Manifold Learning. IEEE Access 6: 77402-77413 (2018) - 2017
- [j2]Tom Bertalan, Yan Wu, Carlo R. Laing, C. William Gear, Ioannis G. Kevrekidis:
Coarse-Grained Descriptions of Dynamics for Networks with Both Intrinsic and Structural Heterogeneities. Frontiers Comput. Neurosci. 11: 43 (2017) - 2014
- [j1]Tom S. Bertalan, Akand W. Islam, Roger B. Sidje, Eric S. Carlson:
OpenMG: A new multigrid implementation in Python. Numer. Linear Algebra Appl. 21(5): 685-700 (2014) - 2012
- [c1]Tom S. Bertalan, Akand W. Islam, Roger B. Sidje, Eric S. Carlson:
OpenMG: A New Multigrid Implementation in Python. SciPy 2012: 69-
Coauthor Index
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