Deep Operator Networks for Bayesian Parameter Estimation in PDEs
Fuente:
arXiv
Saved in:
| Main Authors: | Raj, Amogh, Gudumotou, Carol Eunice, Bun, Sakol, Srinivasa, Keerthana, Sarshar, Arash |
|---|---|
| Format: | Preprint |
| Published: |
2025
|
| Subjects: | |
| Online Access: | |
| Tags: |
Add Tag
No Tags, Be the first to tag this record!
|
Similar Items
Multirate Stein Variational Gradient Descent for Efficient Bayesian Sampling
by: Sarshar, Arash
Published: (2026)
by: Sarshar, Arash
Published: (2026)
Modeling Vehicle-Type-Specific Pedestrian Crash Avoidance Behavior in Safety-Critical Interactions Using Smooth-Mamba Deep Reinforcement Learning
by: Pu, Qingwen, et al.
Published: (2026)
by: Pu, Qingwen, et al.
Published: (2026)
Evaluating Model-Agnostic Meta-Learning on MetaWorld ML10 Benchmark: Fast Adaptation in Robotic Manipulation Tasks
by: Atamuradov, Sanjar
Published: (2025)
by: Atamuradov, Sanjar
Published: (2025)
DiffSim2Real: Deploying Quadrupedal Locomotion Policies Purely Trained in Differentiable Simulation
by: Bagajo, Joshua, et al.
Published: (2024)
by: Bagajo, Joshua, et al.
Published: (2024)
Stable Long-Horizon Neural ODE Reduced-Order Models via Learned Feedback for Biological Growth and Remodeling
by: Laudo, Joel, et al.
Published: (2026)
by: Laudo, Joel, et al.
Published: (2026)
PathFormer: A Transformer with 3D Grid Constraints for Digital Twin Robot-Arm Trajectory Generation
by: Alanazi, Ahmed, et al.
Published: (2025)
by: Alanazi, Ahmed, et al.
Published: (2025)
Balanced conic rectified flow
by: Kim, Shin Seong, et al.
Published: (2025)
by: Kim, Shin Seong, et al.
Published: (2025)
FeudalNav: A Simple Framework for Visual Navigation
by: Johnson, Faith, et al.
Published: (2026)
by: Johnson, Faith, et al.
Published: (2026)
Improving Efficiency of Sampling-based Motion Planning via Message-Passing Monte Carlo
by: Chahine, Makram, et al.
Published: (2024)
by: Chahine, Makram, et al.
Published: (2024)
To Whom are You Talking? A Deep Learning Model to Endow Social Robots with Addressee Estimation Skills
by: Mazzola, Carlo, et al.
Published: (2023)
by: Mazzola, Carlo, et al.
Published: (2023)
BadVLA: Towards Backdoor Attacks on Vision-Language-Action Models via Objective-Decoupled Optimization
by: Zhou, Xueyang, et al.
Published: (2025)
by: Zhou, Xueyang, et al.
Published: (2025)
Agentic UAVs: LLM-Driven Autonomy with Integrated Tool-Calling and Cognitive Reasoning
by: Koubaa, Anis, et al.
Published: (2025)
by: Koubaa, Anis, et al.
Published: (2025)
ConvXformer: Differentially Private Hybrid ConvNeXt-Transformer for Inertial Navigation
by: Tariq, Omer, et al.
Published: (2025)
by: Tariq, Omer, et al.
Published: (2025)
A Structured Neural ODE Approach for Real Time Evaluation of AC Losses in 3D Superconducting Tapes
by: Basei, Riccardo, et al.
Published: (2025)
by: Basei, Riccardo, et al.
Published: (2025)
Anisotropic mesh spacing prediction using neural networks
by: Lock, Callum, et al.
Published: (2025)
by: Lock, Callum, et al.
Published: (2025)
A Lightweight Privacy-Preserving Scheme Using Label-based Pixel Block Mixing for Image Classification in Deep Learning
by: Xiang, Yuexin, et al.
Published: (2021)
by: Xiang, Yuexin, et al.
Published: (2021)
$δ$-STEAL: LLM Stealing Attack with Local Differential Privacy
by: Dang, Kieu, et al.
Published: (2025)
by: Dang, Kieu, et al.
Published: (2025)
Saliency-Aware Multi-Route Thinking: Revisiting Vision-Language Reasoning
by: Shi, Mingjia, et al.
Published: (2026)
by: Shi, Mingjia, et al.
Published: (2026)
Verification and Validation for Trustworthy Scientific Machine Learning
by: Jakeman, John D., et al.
Published: (2025)
by: Jakeman, John D., et al.
Published: (2025)
Learning to Generate Pointing Gestures in Situated Embodied Conversational Agents
by: Deichler, Anna, et al.
Published: (2025)
by: Deichler, Anna, et al.
Published: (2025)
TraXion: Rethinking Pre-training Frameworks for Mobility and Beyond
by: Hsu, Shang-Ling, et al.
Published: (2026)
by: Hsu, Shang-Ling, et al.
Published: (2026)
ServoLNN: Lagrangian Neural Networks Driven by Servomechanisms
by: Johns, Brandon, et al.
Published: (2025)
by: Johns, Brandon, et al.
Published: (2025)
DeepInverse: A Python package for solving imaging inverse problems with deep learning
by: Tachella, Julián, et al.
Published: (2025)
by: Tachella, Julián, et al.
Published: (2025)
Regularity and tailored regularization of Deep Neural Networks, with application to parametric PDEs in uncertainty quantification
by: Keller, Alexander, et al.
Published: (2025)
by: Keller, Alexander, et al.
Published: (2025)
Deep-Picard Iteration for Space-time Fractional Diffusion PDEs
by: Zeng, Zhijun, et al.
Published: (2026)
by: Zeng, Zhijun, et al.
Published: (2026)
Layer-Parallel Training for Transformers
by: Jiang, Shuai, et al.
Published: (2026)
by: Jiang, Shuai, et al.
Published: (2026)
From Framework to Reliable Practice: End-User Perspectives on Social Robots in Public Spaces
by: Oruma, Samson, et al.
Published: (2025)
by: Oruma, Samson, et al.
Published: (2025)
NetworkNet: A Deep Neural Network Approach for Random Networks with Sparse Nodal Attributes and Complex Nodal Heterogeneity
by: Xing, Zhaoyu, et al.
Published: (2026)
by: Xing, Zhaoyu, et al.
Published: (2026)
Cooperative Perception: A Resource-Efficient Framework for Multi-Drone 3D Scene Reconstruction Using Federated Diffusion and NeRF
by: Pourmandi, Massoud
Published: (2025)
by: Pourmandi, Massoud
Published: (2025)
Deep Learning Alternatives of the Kolmogorov Superposition Theorem
by: Guilhoto, Leonardo Ferreira, et al.
Published: (2024)
by: Guilhoto, Leonardo Ferreira, et al.
Published: (2024)
EB-gMCR: Energy-Based Generative Modeling for Signal Unmixing and Multivariate Curve Resolution
by: Chang, Yu-Tang, et al.
Published: (2025)
by: Chang, Yu-Tang, et al.
Published: (2025)
An optimization-based coupling of reduced order models with efficient reduced adjoint basis generation approach
by: Hawkins, Elizabeth, et al.
Published: (2024)
by: Hawkins, Elizabeth, et al.
Published: (2024)
Multimodal Generative AI for Story Point Estimation in Software Development
by: Islam, Mohammad Rubyet, et al.
Published: (2025)
by: Islam, Mohammad Rubyet, et al.
Published: (2025)
Method of UAV Inspection of Photovoltaic Modules Using Thermal and RGB Data Fusion
by: Lysyi, Andrii, et al.
Published: (2025)
by: Lysyi, Andrii, et al.
Published: (2025)
Think, Act, Learn: A Framework for Autonomous Robotic Agents using Closed-Loop Large Language Models
by: Menon, Anjali R., et al.
Published: (2025)
by: Menon, Anjali R., et al.
Published: (2025)
Wake-Informed 3D Path Planning for Autonomous Underwater Vehicles Using A* and Neural Network Approximations
by: Cooper-Baldock, Zachary, et al.
Published: (2025)
by: Cooper-Baldock, Zachary, et al.
Published: (2025)
Custom Non-Linear Model Predictive Control for Obstacle Avoidance in Indoor and Outdoor Environments
by: Laban, Lara, et al.
Published: (2024)
by: Laban, Lara, et al.
Published: (2024)
CognitiveArm: Enabling Real-Time EEG-Controlled Prosthetic Arm Using Embodied Machine Learning
by: Basit, Abdul, et al.
Published: (2025)
by: Basit, Abdul, et al.
Published: (2025)
Physics-Informed Learning of Microvascular Flow Models using Graph Neural Networks
by: Botta, Paolo, et al.
Published: (2025)
by: Botta, Paolo, et al.
Published: (2025)
Analyzing Closed-loop Training Techniques for Realistic Traffic Agent Models in Autonomous Highway Driving Simulations
by: Bitzer, Matthias, et al.
Published: (2024)
by: Bitzer, Matthias, et al.
Published: (2024)
Similar Items
-
Multirate Stein Variational Gradient Descent for Efficient Bayesian Sampling
by: Sarshar, Arash
Published: (2026) -
Modeling Vehicle-Type-Specific Pedestrian Crash Avoidance Behavior in Safety-Critical Interactions Using Smooth-Mamba Deep Reinforcement Learning
by: Pu, Qingwen, et al.
Published: (2026) -
Evaluating Model-Agnostic Meta-Learning on MetaWorld ML10 Benchmark: Fast Adaptation in Robotic Manipulation Tasks
by: Atamuradov, Sanjar
Published: (2025) -
DiffSim2Real: Deploying Quadrupedal Locomotion Policies Purely Trained in Differentiable Simulation
by: Bagajo, Joshua, et al.
Published: (2024) -
Stable Long-Horizon Neural ODE Reduced-Order Models via Learned Feedback for Biological Growth and Remodeling
by: Laudo, Joel, et al.
Published: (2026)