Jian-Xun Wang
6 papers · 2019–2024 · 3 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (5)
π
Cross-Pollinator
(13)
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Renaissance Researcher
(5)
πΊοΈ
Taxonomy Completionist
(17)
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Conference Pioneer
Conferences
NIPS (3)
ICLR (2)
AAAI (1)
Top co-authors
Research topics
Keywords
posterior distribution
(2)
uncertainty quantification
(2)
bayesian inference
(2)
nonlinear dynamics
(1)
likelihood function
(1)
generative model
(1)
dynamical system
(1)
inverse problem
(1)
physics-informed neural network
(1)
partial differential equation
(1)
normalizing flow
(1)
physics-informed learning
(1)
equation discovery
(1)
spatiotemporal dynamics
(1)
coarse grid
(1)
turbulent flow
(1)
convolutional filter
(1)
sparse datum
(1)
neural network
(1)
ensemble kalman filter
(1)
Papers
P$^2$C$^2$Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics
NIPS 2024
Unifying Predictions of Deterministic and Stochastic Physics in Mesh-reduced Space with Sequential Flow Generative Model
NIPS 2023
Symbolic Physics Learner: Discovering governing equations via Monte Carlo tree search
ICLR 2023
Bayesian Spline Learning for Equation Discovery of Nonlinear Dynamics with Quantified Uncertainty
NIPS 2022
Predicting Physics in Mesh-reduced Space with Temporal Attention
ICLR 2022
Adding Constraints to Bayesian Inverse Problems
AAAI 2019