OpenReview
.net
OpenReview
.net
Login
OpenReview
.net
Login
Jonas Magdy Mikhaeil
PhD student, Department of Statistics, Columbia University
Joined
May 2021
Names
Jonas Magdy Mikhaeil
(Preferred)
,
Jonas M. Mikhaeil
Emails
****@zi-mannheim.de
(Confirmed)
,
****@stud.uni-heidelberg.de
,
****@columbia.edu
(Confirmed)
Personal Links
Google Scholar
DBLP
ORCID
Semantic Scholar
Career & Education History
PhD student
Department of Statistics ,
Columbia University
(columbia.edu)
2022
–
2026
MS student
Heidelberg University
(uni-heidelberg.de)
2020
–
2022
Undergrad student
Heidelberg University
(uni-heidelberg.de)
2016
–
2020
Advisors, Relations & Conflicts
No relations added
Expertise
Dynamical systems
,
nonlinear dynamics
,
chaos
Present
Statistical machine learning
,
recurrent neural networks
Present
Publications
On the difficulty of learning chaotic dynamics with RNNs
Jonas Magdy Mikhaeil
,
Zahra Monfared
,
Daniel Durstewitz
12 May 2023
OpenReview Archive Direct Upload
Readers:
Everyone
Tractable Dendritic RNNs for Reconstructing Nonlinear Dynamical Systems
Manuel Brenner
,
Florian Hess
,
Jonas Magdy Mikhaeil
,
Leonard Bereska
,
Zahra Monfared
,
Po-Chen Kuo
,
Daniel Durstewitz
12 May 2023
OpenReview Archive Direct Upload
Readers:
Everyone
On the difficulty of learning chaotic dynamics with RNNs
Jonas Magdy Mikhaeil
,
Zahra Monfared
,
Daniel Durstewitz
Published: 31 Oct 2022, Last Modified: 14 Jan 2023
NeurIPS 2022 Accept
Readers:
Everyone
Tractable Dendritic RNNs for Reconstructing Nonlinear Dynamical Systems
Manuel Brenner
,
Florian Hess
,
Jonas M. Mikhaeil
,
Leonard F. Bereska
,
Zahra Monfared
,
Po-Chen Kuo
,
Daniel Durstewitz
CoRR 2022
Readers:
Everyone
On the difficulty of learning chaotic dynamics with RNNs
Jonas M. Mikhaeil
,
Zahra Monfared
,
Daniel Durstewitz
NeurIPS 2022
Readers:
Everyone
Tractable Dendritic RNNs for Identifying Unknown Nonlinear Dynamical Systems
Manuel Brenner
,
Leonard Bereska
,
Jonas Magdy Mikhaeil
,
Florian Hess
,
Zahra Monfared
,
Po-Chen Kuo
,
Daniel Durstewitz
Published: 28 Jan 2022, Last Modified: 13 Feb 2023
ICLR 2022 Submitted
Readers:
Everyone
How to train RNNs on chaotic data?
Zahra Monfared
,
Jonas Magdy Mikhaeil
,
Daniel Durstewitz
Published: 28 Jan 2022, Last Modified: 12 Oct 2025
ICLR 2022 Submitted
Readers:
Everyone
How to train RNNs on chaotic data?
Zahra Monfared
,
Jonas M. Mikhaeil
,
Daniel Durstewitz
2021 (modified: 28 Feb 2022)
CoRR 2021
Readers:
Everyone
Co-Authors
Daniel Durstewitz
Florian Hess
Leonard Bereska
Leonard F. Bereska
Manuel Brenner
Po-Chen Kuo
Zahra Monfared