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Omer Rochman-Sharabi
PhD student, Montefiore Institute, University of Liège
Joined
May 2024
Names
Omer Rochman-Sharabi
(Preferred)
,
Omer Rochman Sharabi
,
Omer Rochman
Emails
****@uliege.be
(Confirmed)
Personal Links
Homepage
DBLP
Career & Education History
PhD student
Montefiore Institute,
University of Liège
(uliege.be)
2022
–
Present
MS student
Faculty for Mathematics and Informatics,
Technische Universität München
(tum.edu)
2017
–
2020
Undergrad student
Physics faculty,
Universität Leipzig
(uni-leipzig.de)
2013
–
2017
Advisors, Relations & Conflicts
PhD Advisor
Gilles Louppe
2022
–
Present
Expertise
Machine learning for physical sciences
2022
–
Present
Publications
Enforcing governing equation constraints in neural PDE solvers via training-free projections
Omer Rochman
,
Gilles Louppe
CoRR 2025
Readers:
Everyone
Appa: Bending Weather Dynamics with Latent Diffusion Models for Global Data Assimilation
Gérôme Andry
,
François Rozet
,
Sacha Lewin
,
Omer Rochman Sharabi
,
Victor Mangeleer
,
Matthias Pirlet
,
Elise Faulx
,
Marilaure Grégoire
,
Gilles Louppe
CoRR 2025
Readers:
Everyone
A Neural Material Point Method for Particle-based Emulation
Omer Rochman Sharabi
,
Sacha Lewin
,
Gilles Louppe
Trans. Mach. Learn. Res. 2025
Readers:
Everyone
A Neural Material Point Method for Particle-based Emulation
Omer Rochman-Sharabi
,
Sacha Lewin
,
Gilles Louppe
Accepted by TMLR
Readers:
Everyone
A Neural Material Point Method for Particle-based Simulations
Omer Rochman-Sharabi
,
Sacha Lewin
,
Gilles Louppe
ICLR 2025 Conference Withdrawn Submission
Readers:
Everyone
A Neural Material Point Method for Particle-based Simulations
Omer Rochman Sharabi
,
Sacha Lewin
,
Gilles Louppe
ICML2024-AI4Science Poster
Readers:
Everyone
A Neural Material Point Method for Particle-based Simulations
Omer Rochman Sharabi
,
Sacha Lewin
,
Gilles Louppe
CoRR 2024
Readers:
Everyone
Co-Authors
Elise Faulx
François Rozet
Gilles Louppe
Gérôme Andry
Marilaure Grégoire
Matthias Pirlet
Sacha Lewin
Victor Mangeleer