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Thumbnail for 3D/1D COMPUTED FRACTIONAL …

3D/1D COMPUTED FRACTIONAL FLOW RESERVE COMPARISON IN CORONARY ARTERY DISEASE

Thumbnail for Artificial Intelligence for …

Artificial Intelligence for Sleep Apnea Detection and Prediction from Electrocardiograms

Brown-affiliated users only
Thumbnail for Biomechanistic and Bioinformatic …

Biomechanistic and Bioinformatic Modeling for Diabetes

Thumbnail for Bridging Rapid Simulation …

Bridging Rapid Simulation and Intelligent Reasoning: Geometry-Aware Neural Operators and Multi-Agent LLM Frameworks for Engineering Design

Thumbnail for Capsule DeepONet: Towards …

Capsule DeepONet: Towards Better Function Extraction and Faster Convergence

Brown-affiliated users only
Thumbnail for Deep neural operators …

Deep neural operators as surrogate models for hypersonic flow over a double-cone with applications to aero-optics

Brown-affiliated users only
Thumbnail for Discovering and Solving …

Discovering and Solving Fractional-Order Partial Differential Equations: Machine Learning and Monte Carlo Methods

Thumbnail for Generative Adversarial Networks …

Generative Adversarial Networks for Physics-Informed Learning

Thumbnail for Hybrid Computational-Machine Learning …

Hybrid Computational-Machine Learning Models with Uncertainty Quantification for Aortic Dissection

Thumbnail for Learning Hypersonic Flow …

Learning Hypersonic Flow Fields From Sparse Data Using a Multi-Fidelity Neural Operator

Thumbnail for Multi-Fidelity Simulation Algorithm …

Multi-Fidelity Simulation Algorithm and its Application to Flow over a Cylinder

Thumbnail for Multiscale and Mesoscopic …

Multiscale and Mesoscopic Modeling of Soft Matter and Biophysical Systems Using High Performance Computing and Machine Learning

Thumbnail for Physics Informed Neural …

Physics Informed Neural Network for Phase-field Modeling of Brittle Fracture

Thumbnail for Scientific Machine Learning …

Scientific Machine Learning for Mechanics and Beyond

Thumbnail for SOCS4 and SNOOC: …

SOCS4 and SNOOC: Solving Optimal Control Problems with S4 and Layer Normalization For High-Dimensional Multiagent Path Planning Problems

Brown-affiliated users only
Thumbnail for Spatial and Temporal …

Spatial and Temporal Acceleration of Mesoscopic Blood-flow Simulations

Thumbnail for Spiking DeepONets for …

Spiking DeepONets for Scientific Machine Learning: Inference via ANN-to-SNN Conversion and Direct Training Using Randomized Forward Mode Gradients

Thumbnail for Statistical Learning Tools …

Statistical Learning Tools for Information Fusion in Computational Fluid Dynamics

Thumbnail for Stochastic Model Reduction …

Stochastic Model Reduction of Allen-Cahn Phase Field Model with High Dimensional Random Forcing

Thumbnail for Stochastic Modeling of …

Stochastic Modeling of Data-driven Complex Systems Using Machine Learning Tools

Items (1-20) out of 23 results