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Ushnish Sengupta's Projects

cranknicheat icon cranknicheat

Implementation of the Crank Nicholson Algorithm to Solve model 2D Heatequation

fyr icon fyr

Google Colab notebook accompanying "Bayesian machine learning for the prognosis of combustion instabilities from noise".

g-inf icon g-inf

Code for inferring G-equation parameters using Bayesian heteroscedastic NNs based on flame observations.

gaussianquantum icon gaussianquantum

Produces a plot of two gaussian wave packets meeting each other with starting locations, spatial spread (sigma_x) and phase velocity as input parameters.

grad_bo_thermoacoustic icon grad_bo_thermoacoustic

Code accompanying the paper "Thermoacoustic stabilization of combustors with gradient-augmented Bayesian optimization and adjoint models"

jax-md icon jax-md

Differentiable, Hardware Accelerated, Molecular Dynamics

mdan-ge icon mdan-ge

Multi-Domain Adversarial NNs for GE Turbine Data

model-ensembler icon model-ensembler

Code and pretrained models accompanying the paper "Ensembling geophysical models using Bayesian Neural Networks"

rijke icon rijke

Demo code for modelling s as a function of power/ heater positions/ temperatures

stickslip icon stickslip

Simulation of Disk-on-Disk Stick Slip Friction

ticagg icon ticagg

A Jupyter notebook that builds automated Markov State Models for aggregating proteins

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