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Leonardo Mendonça
MS student, Instituto Nacional de Matemática Pura e Aplicada - IMPA
Joined
May 2025
Names
Leonardo Mendonça
(Preferred)
,
Leonardo da Costa Lima Xavier de Mendonça
Emails
****@impa.br
(Confirmed)
,
****@gmail.com
(Confirmed)
Personal Links
ORCID
LinkedIn
Career & Education History
MS student
Instituto Nacional de Matemática Pura e Aplicada - IMPA
(impa.br)
2024
–
Present
Researcher
Horizonte Energias Renováveis
(horizonteenergia.com.br)
2022
–
2024
Undergrad student
Escola Politécnica,
Universidade Federal do Rio de Janeiro
(ufrj.br)
2016
–
2024
Advisors, Relations & Conflicts
PhD Advisor
Lucas Nissenbaum
2024
–
Present
Expertise
machine learning
,
PINNs
2024
–
Present
fluid mechanics
,
wind power
,
micrometeorology
2022
–
2024
Publications
Neuro-Spectral Architectures with Time-Domain Decomposition
Vitor Balestro
,
Márcio Marques
,
Leonardo Mendonça
,
Leonardo M. Moreira
,
Christian Júnior de Oliveira
,
Francisco Ganacim
,
Tiago Novello
,
Pavel Petrov
,
Daniel Yukimura
,
Lucas Nissenbaum
AI&PDE Poster
Readers:
Everyone
Physics-Informed Adaptive Training for 3D Acoustic Wave Propagation
Leonardo Mendonça
,
Márcio Marques
,
Pavel Petrov
,
Lucas Nissenbaum
AI&PDE Poster
Readers:
Everyone
Stable adaptive training for physics-informed neural networks in acoustic wave propagation
Márcio Marques
,
Leonardo Mendonça
,
Arthur Bizzi
,
Leonardo M. Moreira
,
Christian Júnior de Oliveira
,
Deborah Oliveira
,
Lucas dos Santos Fernandez
,
Vitor Balestro
,
João M. Pereira
,
Daniel Yukimura
,
Tiago Novello
,
Pavel Petrov
,
Lucas Nissenbaum
JASA Express Lett. 5, 112401 (2025)
Readers:
Everyone
Stable adaptive training for physics-informed neural networks in acoustic wave propagation
Márcio Marques
,
Leonardo Mendonça
,
Arthur Bizzi
,
Leonardo Moreira
,
Christian Oliveira
,
Deborah Oliveira
,
Lucas Fernandez
,
Vitor Balestro
,
João Pereira
,
Daniel Yukimura
,
Tiago Novello
,
Pavel Petrov
,
Lucas Nissenbaum
JASA Express Letters
Readers:
Everyone
Neuro-Spectral Architectures for Causal Physics-Informed Networks
Arthur Bizzi
,
Leonardo M. Moreira
,
Márcio Marques
,
Leonardo Mendonça
,
Christian Júnior de Oliveira
,
Vitor Balestro
,
Lucas dos Santos Fernandez
,
Daniel Yukimura
,
Pavel Petrov
,
João M. Pereira
,
Tiago Novello
,
Lucas Nissenbaum
NeurIPS 2025 poster
Readers:
Everyone
Co-Authors
Arthur Bizzi
Christian Júnior de Oliveira
Christian Oliveira
Daniel Yukimura
Deborah Oliveira
Francisco Ganacim
João M. Pereira
João Pereira
Leonardo M. Moreira
Leonardo Moreira
Lucas Fernandez
Lucas Nissenbaum
Lucas dos Santos Fernandez
Márcio Marques
Pavel Petrov
Tiago Novello
Vitor Balestro