Jian-Xun Wang
6 papers · 2019–2024 · 3 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver π Academic Marathon Β· Sprint πΊοΈ Taxonomy Completionist (20) π£ Hot Topic Early Bird π Conference Polyglot Β· Bronze
π
Keyword Champion
π
Conference Pioneer
Venues
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(3)
Learning Types Β· Machine Learning
(3)
Optimization & Theory
(3)
Deep Learning
(2)
Architectures
(2)
Bayesian & Probabilistic
(2)
Core AI
(2)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Application Areas
(1)
Core Methods
(1)
Learning Types Β· Deep Learning
(1)
Models
(1)
Optimization
(1)
Keywords
nonlinear dynamics
(2)
equation discovery
(2)
posterior distribution
(2)
uncertainty quantification
(2)
bayesian inference
(2)
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)
fluid dynamics
(1)
temporal attention
(1)
physics simulation
(1)
symbolic regression
(1)
spatiotemporal dynamics
(1)
coarse grid
(1)
turbulent flow
(1)
convolutional filter
(1)
Papers
P^2C^2Net: PDE-Preserved Coarse Correction Network for efficient prediction of spatiotemporal dynamics
NeurIPS 2024
Symbolic Physics Learner: Discovering governing equations via Monte Carlo tree search
ICLR 2023
Unifying Predictions of Deterministic and Stochastic Physics in Mesh-reduced Space with Sequential Flow Generative Model
NeurIPS 2023
Bayesian Spline Learning for Equation Discovery of Nonlinear Dynamics with Quantified Uncertainty
NeurIPS 2022
Predicting Physics in Mesh-reduced Space with Temporal Attention
ICLR 2022
Adding Constraints to Bayesian Inverse Problems
AAAI 2019