- combustion
- optimization
- uq
MOSIAC
An open-source, uncertainty-quantified workbench for combustion kinetic mechanism optimization
Work
Research projects
10 projects · 274 images · 34 videos
Recently added
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2026-10-07 flamelabSeam check of two stitched video parts -
2026-10-07 flamelabCalibration from a ruler and the burner tube -
2026-10-07 flamelabStitching video parts into one stream -
2026-10-07 flamelabDetecting the onset with a sliding window -
2026-10-07 flamelabOnset of puffing: Hopf bifurcation -
2026-10-07 flamelabInverse Abel transform by onion peeling -
2026-10-07 flamelabFlame height versus heat release -
2026-10-07 flamelabKymograph: stripe slope is convection speed -
2026-10-07 flamelabSub-pixel edge detection -
2026-10-07 flamelabVeiling glare and the threshold -
2026-10-07 flamelabAliasing: a 14 Hz flame at 23.976 fps
10 of 10 projects
- cfd
PANSOPHIA — In-House CFD & Multiphysics Solver
A from-scratch Julia CFD/multiphysics library, with a Python frontend and a cross-engine geometry kernel, aimed at closing the gap between commercial CFD and machine learning
- sciml
- optimization
vZero — A Neural ODE Research Playground
An interactive Neural ODE research environment unifying 44 hand-cloned training-script versions, with a live FastAPI+React GUI, a widened optimizer zoo, RL-as-a-trainer, symbolic regression, PINN benchmarks, and an executed d2l-style curriculum
- experimental
flamelab
A computer-vision instrument that measures flame length, width and flicker from pool-fire video in physical units with propagated uncertainty — regime classification, cross-run ensemble statistics, and thirteen analysis methods
- education
- software
PAN-IIT-OSS — Openfirststeps
A family of small, open teaching repositories, one per real-world goal, each built to show the path and leave the building to the learner
- optimization
- sciml
dokimazo — A PIDO Optimization Workbench
A dependency-light process-integration-and-design-optimization workbench with a plug-and-play graph IR, closed by a reinforcement-learning conformer search that tunes a long alkane chain's rotors one at a time
- visualization
- education
Math Visual Studio
A local web app for visualising multivariable calculus, transformations, ODEs and PDEs, mechanisms, deformation and molecules
- cfd
PANSOPHIA numerics teaching figures
Fifteen teaching figures on schemes, stability and accuracy, generated from the PANSOPHIA numerics stack
- geometry
- cfd
PANSOPHIA geometry kernel
A from-scratch signed-distance-field geometry kernel cross-checked against Gmsh and a PicoGK-compatible engine, with the GeoStudio GUI
- cfd
PANSOPHIA multiphysics test cases
Cavity, conjugate heat transfer, boiling, FSI, structural, ignition and stochastic/UQ test figures from the PANSOPHIA solver
-
- combustion
- optimization
- uq
MOSIAC
An open-source, uncertainty-quantified workbench for combustion kinetic mechanism optimization
-
- cfd
PANSOPHIA — In-House CFD & Multiphysics Solver
A from-scratch Julia CFD/multiphysics library, with a Python frontend and a cross-engine geometry kernel, aimed at closing the gap between commercial CFD and machine learning
-
- sciml
- optimization
vZero — A Neural ODE Research Playground
An interactive Neural ODE research environment unifying 44 hand-cloned training-script versions, with a live FastAPI+React GUI, a widened optimizer zoo, RL-as-a-trainer, symbolic regression, PINN benchmarks, and an executed d2l-style curriculum
-
- experimental
flamelab
A computer-vision instrument that measures flame length, width and flicker from pool-fire video in physical units with propagated uncertainty — regime classification, cross-run ensemble statistics, and thirteen analysis methods
-
- education
- software
PAN-IIT-OSS — Openfirststeps
A family of small, open teaching repositories, one per real-world goal, each built to show the path and leave the building to the learner
-
- optimization
- sciml
dokimazo — A PIDO Optimization Workbench
A dependency-light process-integration-and-design-optimization workbench with a plug-and-play graph IR, closed by a reinforcement-learning conformer search that tunes a long alkane chain's rotors one at a time
-
- visualization
- education
Math Visual Studio
A local web app for visualising multivariable calculus, transformations, ODEs and PDEs, mechanisms, deformation and molecules
-
- cfd
PANSOPHIA numerics teaching figures
Fifteen teaching figures on schemes, stability and accuracy, generated from the PANSOPHIA numerics stack
-
- geometry
- cfd
PANSOPHIA geometry kernel
A from-scratch signed-distance-field geometry kernel cross-checked against Gmsh and a PicoGK-compatible engine, with the GeoStudio GUI
-
- cfd
PANSOPHIA multiphysics test cases
Cavity, conjugate heat transfer, boiling, FSI, structural, ignition and stochastic/UQ test figures from the PANSOPHIA solver
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