Image de couverture de livre

Tackling the Curse of Dimensionality with Physics-Informed Neural Networks

Fuente: arXiv

Enregistré dans:

Détails bibliographiques
Auteurs principaux:	Hu, Zheyuan, Shukla, Khemraj, Karniadakis, George Em, Kawaguchi, Kenji
Format:	Preprint
Publié:	2023
Sujets:	Machine Learning Artificial Intelligence Numerical Analysis Dynamical Systems 14J60 F.2.2; I.2.7
Accès en ligne:	Acceder al recurso
Tags:	Ajouter un tag Pas de tags, Soyez le premier à ajouter un tag!

Documents similaires

Tackling the Curse of Dimensionality in Fractional and Tempered Fractional PDEs with Physics-Informed Neural Networks
par: Hu, Zheyuan, et autres
Publié: (2024)

Score-fPINN: Fractional Score-Based Physics-Informed Neural Networks for High-Dimensional Fokker-Planck-Levy Equations
par: Hu, Zheyuan, et autres
Publié: (2024)

State-space models are accurate and efficient neural operators for dynamical systems
par: Hu, Zheyuan, et autres
Publié: (2024)

Hutchinson Trace Estimation for High-Dimensional and High-Order Physics-Informed Neural Networks
par: Hu, Zheyuan, et autres
Publié: (2023)

Score-Based Physics-Informed Neural Networks for High-Dimensional Fokker-Planck Equations
par: Hu, Zheyuan, et autres
Publié: (2024)

On the Expressivity of Selective State-Space Layers: A Multivariate Polynomial Approach
par: Cohen-Karlik, Edo, et autres
Publié: (2025)

Observation of unconventional van der Waals multiferroics near room temperature
par: Wu, Yangliu, et autres
Publié: (2023)

Non-formally integrable centers admitting an algebraic inverse integrating factor
par: Algaba, A., et autres
Publié: (2024)

Compact 780 nm Rb Optical Clock
par: Chen, Zhendong, et autres
Publié: (2025)

Combined DL-UL Distributed Beamforming Design for Cell-Free Massive MIMO
par: Gouda, Bikshapathi, et autres
Publié: (2024)

Pilot-Aided Distributed Multi-Group Multicast Precoding Design for Cell-Free Massive MIMO
par: Gouda, Bikshapathi, et autres
Publié: (2022)

Train to Defend: First Defense Against Cryptanalytic Neural Network Parameter Extraction Attacks
par: Kurian, Ashley, et autres
Publié: (2025)

Circularity and Symmetries of $p$ and $p^{2}$-polygons
par: Haag, Rolf
Publié: (2025)

Benchmarking Federated Learning for Throughput Prediction in 5G Live Streaming Applications
par: Dutta, Yuvraj, et autres
Publié: (2025)

π Meson-Octet Baryon Coupling Constant Obtained by Hard-Wall AdS/QCD Model
par: Shahin, Mamedov, et autres
Publié: (2024)

Dreaming Falcon: Physics-Informed Model-Based Reinforcement Learning for Quadcopters
par: Vytla, Eashan, et autres
Publié: (2025)

Mobile Phone Sensor-based Nigerian Driving Dataset to Detect Alcohol-influenced Behaviours
par: Thompson, Iniakpokeikiye Peter, et autres
Publié: (2025)

Random Heterogeneous Neurochaos Learning Architecture for Data Classification
par: S, Remya Ajai A, et autres
Publié: (2024)

PromptSAM+: Malware Detection based on Prompt Segment Anything Model
par: Wei, Xingyuan, et autres
Publié: (2024)

The Hidden Attention of Mamba Models
par: Ali, Ameen, et autres
Publié: (2024)

Evaluating the efficacy of LLM Safety Solutions : The Palit Benchmark Dataset
par: Palit, Sayon, et autres
Publié: (2025)

From Pixels to Privacy: Temporally Consistent Video Anonymization via Token Pruning for Privacy Preserving Action Recognition
par: Aslam, Nazia, et autres
Publié: (2026)

Centers of quasi-homogeneous polynomial planar systems
par: Algaba, A., et autres
Publié: (2024)

Explainability in AI Based Applications: A Framework for Comparing Different Techniques
par: Grobrugge, Arne, et autres
Publié: (2024)

Catalogs of solar wind types and their role in solar-terrestrial physics
par: Lodkina, Irina G., et autres
Publié: (2024)

SRSUPM: Sequential Recommender System Based on User Psychological Motivation
par: Di, Yicheng, et autres
Publié: (2026)

Discovery of the Polar Ring Galaxies with deep learning
par: Dobrycheva, D. V., et autres
Publié: (2025)

Sentiment Analysis Of Shopee Product Reviews Using Distilbert
par: Dautd, Zahri Aksa, et autres
Publié: (2025)

Drastic reduction of the slow scintillation component in highly luminescent Ce3+ and Mg2+ doped Lu2.5Gd0.5Ga2Al3O12 garnet powders
par: Procházková, Lenka Prouzová, et autres
Publié: (2025)

Toward Architecture-Aware Evaluation Metrics for LLM Agents
par: Souza, Débora, et autres
Publié: (2026)

Software Implementation of Digital Filtering via Tustin's Bilinear Transform
par: Herron, Connor W.
Publié: (2024)

CBR -- Boosting Adaptive Classification By Retrieval of Encrypted Network Traffic with Out-of-distribution
par: Lukach, Amir, et autres
Publié: (2024)

R-Genie: Reasoning-Guided Generative Image Editing
par: Zhang, Dong, et autres
Publié: (2025)

Temporal Tensors and Quantum Shortcut Dynamics in a Supermaze of Multidimensional Time
par: Khan, Koffka
Publié: (2025)

Investigation of phytochemicals, spectral properties, anticancer, antidiabetic, and antimicrobial activities of chosen Ayurvedic remedies
par: Shareef, T. H. Mohamed Ahadu, et autres
Publié: (2024)

Machine Learning Analysis of the Impact of Increasing the Minimum Wage on Income Inequality in Spain from 2001 to 2021
par: Cazcarra, Marcos Lacasa
Publié: (2024)

SDFed: Bridging Local Global Discrepancy via Subspace Refinement and Divergence Control in Federated Prompt Learning
par: Di, Yicheng, et autres
Publié: (2026)

Personalized Federated Sequential Recommender
par: Di, Yicheng
Publié: (2026)

Structured Knowledge Accumulation: An Autonomous Framework for Layer-Wise Entropy Reduction in Neural Learning
par: Quantiota, Bouarfa Mahi
Publié: (2025)

ISAC Empowered Air-Sea Collaborative System: A UAV-USV Joint Inspection Framework
par: Zhang, Rui, et autres
Publié: (2025)