reduced-order-model

Generative adversarial networks (GAN) in a reduced-order model (ROM) framework for time series prediction, data assimilation and uncertainty quantification

Códigos FreeFem++ para resolver problemas de orden reducido

Medical Image to Patient-Specific Reduced-Order Hemodynamic Model Simulation in Minutes: CT/MR or a vessel surface to tuned 0D and 1D blood-flow simulations, one window or one command

FE-based reduced order models for rotordynamic and aeroelastic analysis of aircraft engines (Master Thesis, UniPD)

DamageLab — bilingual desktop and web platform for 2D damage-field prediction, surrogate-model training, batch inference, OOD detection, and model traceability.

Reduced-order stochastic model of particle-triggered soft-gel clogging in a shallow (100 um) microfluidic channel. Shows that particle-streak topology, not concentration, controls the clogging threshold.

PolyQEP: piecewise-continuous modulus framework and PW-R/PW-RG reduced-order models for frequency-response analysis with frequency-dependent viscoelastic damping

Gaussian-Process surrogate of a 1D cooling loop: microsecond performance prediction with uncertainty, for digital-twin and anomaly-detection use

Python wrapper for PFFDTD with a non-intrusive reduced order model for CHORAS

Dynamic-stall prediction on a helicopter retreating blade (NACA 0012) using UNISTALL — a reduced-order Unified Indicial–Beddoes State-Space (UIBS) solver — calibrated to a published static polar and validated against held-out NASA dynamic-stall experiments. Full geometry→mesh→solve→validate pipeline with plots, drawings, and technical report.

Constrained Extreme Gradient Boosting for adapting reduced-order models: the estimator and the manuscript.