PINNs

馃М PINNsSpecific

physics-informed neural networks, scientific ML, differential equations, deep learning simulation

Feeds to Scour
SubscribedAll
Scoured 59 posts in 5.8 ms

Evaluating Operators for Acoustic Wave Simulation Correction

聽馃AI Research 聽Content type: Academic
arxiv.org路

Learning solution operators of PDEs with sparse approximation methods

聽馃AI Research 聽Content type: Academic
arxiv.org路

Architecture Shapes Transfer Specificity in Implicit Neural Representations

聽馃AI Research 聽Content type: Academic
arxiv.org路

A decoupled energy-stable mixed finite element method for Poisson-Nernst-Planck-Navier-Stokes equations

聽馃AI Research 聽Content type: Academic
arxiv.org路

Functional Renormalization for Elastic Burgulence

聽馃AI Research 聽Content type: Academic
arxiv.org路

Uncertainty-aware Multi-fidelity Closure via Conditional Normalizing Flows

聽馃AI Research 聽Content type: Academic
arxiv.org路

An Energy-Stable Implicit Convex-Splitting BDF2 Scheme for the Cahn-Hilliard-Navier-Stokes Equations

聽馃AI Research 聽Content type: Academic
arxiv.org路

Learning Where to Simulate: Generative Active Sampling for Online PDE Surrogate Training

聽馃AI Research 聽Content type: Academic
arxiv.org路

Hydrodynamics of the Fermi-Pasta-Ulam-Tsingou chain

聽馃捁Financial News 聽Content type: Academic
arxiv.org路

Mesoscale model of a three-dimensional odd fluid

聽馃實Geopolitics 聽Content type: Academic
arxiv.org路

3D Underwater Path Planning via Generative Flow Field Surrogates

聽馃AI Research 聽Content type: Academic
arxiv.org路

Quantum algorithms for stochastic nonlinear differential equations

聽馃AI Research 聽Content type: Academic
arxiv.org路

Riemann Rarefaction Waves in a Strongly Interacting Fermi Gas

聽馃捁Financial News 聽Content type: Academic
arxiv.org路

The Coercivity Gap in Neural PDE Solvers: Parameter Escape and Functional Convergence

聽馃AI Research 聽Content type: Academic
arxiv.org路

Families of Control-Cost-Parametrized Inverse-Optimal Universal Stabilizers

聽馃AI Research 聽Content type: Academic
arxiv.org路

Mamba-Assisted Non-Markovian Closure for Reduced-Order Modeling

聽馃AI Research 聽Content type: Academic
arxiv.org路

Adaptation of the hybrid fictitious domain-immersed boundary method for Reynolds-averaged turbulence modeling

聽馃摐AI Policy 聽Content type: Academic
arxiv.org路

Finite Element-Based Material Learning via Automatic Differentiation: Learning constitutive neural network models from full-field deformation data

聽馃AI Research 聽Content type: Academic
arxiv.org路

Derivative-Informed Operator Learning for Finance: On-the-Fly Greeks, Surfaces, Hedging, and Control

聽馃AI Research 聽Content type: Academic
arxiv.org路

Keyboard Shortcuts

Navigation

Next / previous item
j/k
Open post
oorEnter
Preview post
v

Post Actions

Love post
a
Like post
l
Dislike post
d
Undo reaction
u
Save / unsave
s

Recommendations

Add interest / feed
Enter
Not interested
x

Go to

Home
gh
Interests
gi
Feeds
gf
Likes
gl
History
gy
Changelog
gc
Settings
gs
Browse
gb
Search
/

General

Show this help
?
Submit feedback
!
Close modal / unfocus
Esc

Press ? anytime to show this help