Louis Serrano
4 papers · 2023–2025 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
Jump to papers ↓
🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(14)
Venues
Top co-authors
Research topics
Keywords
parametric pde
(2)
partial differential equation
(2)
neural field
(2)
in-context learning
(1)
pretraining
(1)
gradient descent
(1)
diffusion model
(1)
latent representation
(1)
inverse problem
(1)
operator learning
(1)
physics-informed learning
(1)
neural solver
(1)
neural operator
(1)
coordinate-based network
(1)
generative transformer
(1)
temporal dynamics
(1)
adaptation
(1)
uncertainty quantification
(1)
attention mechanism
(1)
Papers
Learning a Neural Solver for Parametric PDEs to Enhance Physics-Informed Methods
ICLR 2025
Zebra: In-Context Generative Pretraining for Solving Parametric PDEs
ICML 2025
AROMA: Preserving Spatial Structure for Latent PDE Modeling with Local Neural Fields
NeurIPS 2024
Operator Learning with Neural Fields: Tackling PDEs on General Geometries
NeurIPS 2023