Node Assigned physics-informed neural networks for thermal-hydraulic system simulation: CVH/FL module
Fuente:
arXiv
Saved in:
| Main Authors: | Shin, Jeesuk, Kim, Cheolwoong, Yang, Sunwoong, Lee, Minseo, Kim, Sung Joong, Jeon, Joongoo |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
A Numerical Method for Coupling Parameterized Physics-Informed Neural Networks and FDM for Advanced Thermal-Hydraulic System Simulation
by: Shin, Jeesuk, et al.
Published: (2026)
by: Shin, Jeesuk, et al.
Published: (2026)
Engineering application of physics-informed neural networks for Saint-Venant torsion
by: Jo, Su Yeong, et al.
Published: (2025)
by: Jo, Su Yeong, et al.
Published: (2025)
XRePIT: A deep learning-computational fluid dynamics hybrid framework implemented in OpenFOAM for fast, robust, and scalable unsteady simulations
by: Baral, Shilaj, et al.
Published: (2025)
by: Baral, Shilaj, et al.
Published: (2025)
Point-wise Diffusion Models for Physical Systems with Shape Variations: Application to Spatio-temporal and Large-scale system
by: Kim, Jiyong, et al.
Published: (2025)
by: Kim, Jiyong, et al.
Published: (2025)
Data augmentation method for modeling health records with applications to clopidogrel treatment failure detection
by: Choi, Sunwoong, et al.
Published: (2024)
by: Choi, Sunwoong, et al.
Published: (2024)
Leveraging FPGAs for Homomorphic Matrix-Vector Multiplication in Oblivious Message Retrieval
by: Bosworth, Grant, et al.
Published: (2025)
by: Bosworth, Grant, et al.
Published: (2025)
Assigning Distinct Roles to Quantized and Low-Rank Matrices Toward Optimal Weight Decomposition
by: Cho, Yoonjun, et al.
Published: (2025)
by: Cho, Yoonjun, et al.
Published: (2025)
Neural Operator-Based Surrogate Model for CFD:Helical Coil Steam Generator in Small Modular Reactor
by: Lee, Minseo, et al.
Published: (2026)
by: Lee, Minseo, et al.
Published: (2026)
Intrinsic and Extrinsic Determinants of Stability in Spiro‐OMeTAD‐Based Hole‐Transporting Layers in Perovskite Solar Cells: Mechanistic Insights and Strategic Perspectives
by: Yun Seop Shin, et al.
Published: (2025)
by: Yun Seop Shin, et al.
Published: (2025)
Comparison Reveals Commonality: Customized Image Generation through Contrastive Inversion
by: Kim, Minseo, et al.
Published: (2025)
by: Kim, Minseo, et al.
Published: (2025)
ConceptPrism: Concept Disentanglement in Personalized Diffusion Models via Residual Token Optimization
by: Kim, Minseo, et al.
Published: (2026)
by: Kim, Minseo, et al.
Published: (2026)
SLIP & ETHICS: Graduated Intervention for AI Emotional Companions
by: Kim, Minseo
Published: (2026)
by: Kim, Minseo
Published: (2026)
Comparison of CNN-based deep learning architectures for unsteady CFD acceleration on small datasets
by: Khanal, Sangam, et al.
Published: (2025)
by: Khanal, Sangam, et al.
Published: (2025)
Can TabPFN Compete with GNNs for Node Classification via Graph Tabularization?
by: Choi, Jeongwhan, et al.
Published: (2025)
by: Choi, Jeongwhan, et al.
Published: (2025)
Hybrid deep additive neural networks
by: Kim, Gyu Min, et al.
Published: (2024)
by: Kim, Gyu Min, et al.
Published: (2024)
Multiple scattering simulation via physics-informed neural networks
by: Nair, Siddharth, et al.
Published: (2024)
by: Nair, Siddharth, et al.
Published: (2024)
LLM-Mirror: A Generated-Persona Approach for Survey Pre-Testing
by: Kim, Sunwoong, et al.
Published: (2024)
by: Kim, Sunwoong, et al.
Published: (2024)
On the size of universal graphs for spanning trees
by: Kim, Jaehoon, et al.
Published: (2025)
by: Kim, Jaehoon, et al.
Published: (2025)
First-principles theory of ionic thermoelectricity
by: Lee, Byeoksong, et al.
Published: (2025)
by: Lee, Byeoksong, et al.
Published: (2025)
Comprehensive Information Bottleneck for Unveiling Universal Attribution to Interpret Vision Transformers
by: Hong, Jung-Ho, et al.
Published: (2025)
by: Hong, Jung-Ho, et al.
Published: (2025)
Expanding the Scope of Ribosome‐Mediated Biosynthesis in vitro using tRNA‐Aminoacylating Ribozyme
by: Namjin Cho, et al.
Published: (2024)
by: Namjin Cho, et al.
Published: (2024)
GlueNN: gluing patchwise analytic solutions with neural networks
by: Kim, Doyoung, et al.
Published: (2026)
by: Kim, Doyoung, et al.
Published: (2026)
(FL)$^2$: Overcoming Few Labels in Federated Semi-Supervised Learning
by: Lee, Seungjoo, et al.
Published: (2024)
by: Lee, Seungjoo, et al.
Published: (2024)
Efficient n-body simulations using physics informed graph neural networks
by: Ramos-Osuna, Víctor, et al.
Published: (2025)
by: Ramos-Osuna, Víctor, et al.
Published: (2025)
Rigid-Deformation Decomposition AI Framework for 3D Spatio-Temporal Prediction of Vehicle Collision Dynamics
by: Kim, Sanghyuk, et al.
Published: (2025)
by: Kim, Sanghyuk, et al.
Published: (2025)
Fragment size density estimator for shrinkage-induced fracture based on a physics-informed neural network
by: Ito, Shin-ichi
Published: (2025)
by: Ito, Shin-ichi
Published: (2025)
MIRRAMS: Learning Robust Tabular Models under Unseen Missingness Shifts
by: Lee, Jihye, et al.
Published: (2025)
by: Lee, Jihye, et al.
Published: (2025)
Reciprocal Attention Mixing Transformer for Lightweight Image Restoration
by: Choi, Haram, et al.
Published: (2023)
by: Choi, Haram, et al.
Published: (2023)
Berge Hamilton cycles in a random sparsification of dense hypergraphs
by: Im, Seonghyuk, et al.
Published: (2025)
by: Im, Seonghyuk, et al.
Published: (2025)
Gap-K%: Measuring Top-1 Prediction Gap for Detecting Pretraining Data
by: Kwak, Minseo, et al.
Published: (2026)
by: Kwak, Minseo, et al.
Published: (2026)
Theory of Slidetronics in Ferroelectric van der Waals Layers
by: Lee, Byeoksong, et al.
Published: (2025)
by: Lee, Byeoksong, et al.
Published: (2025)
Data-Efficient Deep Operator Network for Unsteady Flow: A Multi-Fidelity Approach with Physics-Guided Subsampling
by: Yang, Sunwoong, et al.
Published: (2025)
by: Yang, Sunwoong, et al.
Published: (2025)
Multi-objective Generative Design Framework and Realization for Quasi-serial Manipulator: Considering Kinematic and Dynamic Performance
by: Lee, Sumin, et al.
Published: (2024)
by: Lee, Sumin, et al.
Published: (2024)
Latent Preference Modeling for Cross-Session Personalized Tool Calling
by: Yoon, Yejin, et al.
Published: (2026)
by: Yoon, Yejin, et al.
Published: (2026)
Asynchronous interface circuit for nonlinear connectivity in multicore spiking neural networks
by: Sung‐Eun Kim, et al.
Published: (2024)
by: Sung‐Eun Kim, et al.
Published: (2024)
A fast and accurate physics-informed neural network reduced order model with shallow masked autoencoder
by: Kim, Youngkyu, et al.
Published: (2020)
by: Kim, Youngkyu, et al.
Published: (2020)
Enforcing hidden physics in physics-informed neural networks
by: Chen, Nanxi, et al.
Published: (2025)
by: Chen, Nanxi, et al.
Published: (2025)
Bulk-boundary decomposition of neural networks
by: Lee, Donghee, et al.
Published: (2025)
by: Lee, Donghee, et al.
Published: (2025)
Equivariant graph neural network interatomic potential for Green-Kubo thermal conductivity in phase change materials
by: Lee, Sung-Ho, et al.
Published: (2023)
by: Lee, Sung-Ho, et al.
Published: (2023)
Advanced deep-reinforcement-learning methods for flow control: group-invariant and positional-encoding networks improve learning speed and quality
by: Jeon, Joongoo, et al.
Published: (2024)
by: Jeon, Joongoo, et al.
Published: (2024)
Similar Items
-
A Numerical Method for Coupling Parameterized Physics-Informed Neural Networks and FDM for Advanced Thermal-Hydraulic System Simulation
by: Shin, Jeesuk, et al.
Published: (2026) -
Engineering application of physics-informed neural networks for Saint-Venant torsion
by: Jo, Su Yeong, et al.
Published: (2025) -
XRePIT: A deep learning-computational fluid dynamics hybrid framework implemented in OpenFOAM for fast, robust, and scalable unsteady simulations
by: Baral, Shilaj, et al.
Published: (2025) -
Point-wise Diffusion Models for Physical Systems with Shape Variations: Application to Spatio-temporal and Large-scale system
by: Kim, Jiyong, et al.
Published: (2025) -
Data augmentation method for modeling health records with applications to clopidogrel treatment failure detection
by: Choi, Sunwoong, et al.
Published: (2024)