Kinetic-Bayesian vaccine potency estimator for India’s cold chain. Uses Arrhenius kinetics + Monte Carlo uncertainty to give ANMs a calibrated USE / INVESTIGATE / DISCARD decision from any temperature log — offline, in Hindi, on Android.

arrhenius bayesian cold-chain decision-support immunization india monte-carlo open-source pharmacokinetics public-health python react react-native uip vaccine
14 Open Issues Need Help Last updated: Sep 13, 2026

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good first issue scientific validation

Kinetic-Bayesian vaccine potency estimator for India’s cold chain. Uses Arrhenius kinetics + Monte Carlo uncertainty to give ANMs a calibrated USE / INVESTIGATE / DISCARD decision from any temperature log — offline, in Hindi, on Android.

Python
#arrhenius#bayesian#cold-chain#decision-support#immunization#india#monte-carlo#open-source#pharmacokinetics#public-health#python#react#react-native#uip#vaccine
enhancement good first issue mobile UI

Kinetic-Bayesian vaccine potency estimator for India’s cold chain. Uses Arrhenius kinetics + Monte Carlo uncertainty to give ANMs a calibrated USE / INVESTIGATE / DISCARD decision from any temperature log — offline, in Hindi, on Android.

Python
#arrhenius#bayesian#cold-chain#decision-support#immunization#india#monte-carlo#open-source#pharmacokinetics#public-health#python#react#react-native#uip#vaccine
enhancement good first issue mobile UI

Kinetic-Bayesian vaccine potency estimator for India’s cold chain. Uses Arrhenius kinetics + Monte Carlo uncertainty to give ANMs a calibrated USE / INVESTIGATE / DISCARD decision from any temperature log — offline, in Hindi, on Android.

Python
#arrhenius#bayesian#cold-chain#decision-support#immunization#india#monte-carlo#open-source#pharmacokinetics#public-health#python#react#react-native#uip#vaccine
enhancement good first issue devops

Kinetic-Bayesian vaccine potency estimator for India’s cold chain. Uses Arrhenius kinetics + Monte Carlo uncertainty to give ANMs a calibrated USE / INVESTIGATE / DISCARD decision from any temperature log — offline, in Hindi, on Android.

Python
#arrhenius#bayesian#cold-chain#decision-support#immunization#india#monte-carlo#open-source#pharmacokinetics#public-health#python#react#react-native#uip#vaccine
enhancement good first issue backend

Kinetic-Bayesian vaccine potency estimator for India’s cold chain. Uses Arrhenius kinetics + Monte Carlo uncertainty to give ANMs a calibrated USE / INVESTIGATE / DISCARD decision from any temperature log — offline, in Hindi, on Android.

Python
#arrhenius#bayesian#cold-chain#decision-support#immunization#india#monte-carlo#open-source#pharmacokinetics#public-health#python#react#react-native#uip#vaccine
enhancement good first issue mobile testing

Kinetic-Bayesian vaccine potency estimator for India’s cold chain. Uses Arrhenius kinetics + Monte Carlo uncertainty to give ANMs a calibrated USE / INVESTIGATE / DISCARD decision from any temperature log — offline, in Hindi, on Android.

Python
#arrhenius#bayesian#cold-chain#decision-support#immunization#india#monte-carlo#open-source#pharmacokinetics#public-health#python#react#react-native#uip#vaccine
enhancement good first issue translations

Kinetic-Bayesian vaccine potency estimator for India’s cold chain. Uses Arrhenius kinetics + Monte Carlo uncertainty to give ANMs a calibrated USE / INVESTIGATE / DISCARD decision from any temperature log — offline, in Hindi, on Android.

Python
#arrhenius#bayesian#cold-chain#decision-support#immunization#india#monte-carlo#open-source#pharmacokinetics#public-health#python#react#react-native#uip#vaccine
enhancement good first issue translations

Kinetic-Bayesian vaccine potency estimator for India’s cold chain. Uses Arrhenius kinetics + Monte Carlo uncertainty to give ANMs a calibrated USE / INVESTIGATE / DISCARD decision from any temperature log — offline, in Hindi, on Android.

Python
#arrhenius#bayesian#cold-chain#decision-support#immunization#india#monte-carlo#open-source#pharmacokinetics#public-health#python#react#react-native#uip#vaccine

Kinetic-Bayesian vaccine potency estimator for India’s cold chain. Uses Arrhenius kinetics + Monte Carlo uncertainty to give ANMs a calibrated USE / INVESTIGATE / DISCARD decision from any temperature log — offline, in Hindi, on Android.

Python
#arrhenius#bayesian#cold-chain#decision-support#immunization#india#monte-carlo#open-source#pharmacokinetics#public-health#python#react#react-native#uip#vaccine
enhancement good first issue translations

Kinetic-Bayesian vaccine potency estimator for India’s cold chain. Uses Arrhenius kinetics + Monte Carlo uncertainty to give ANMs a calibrated USE / INVESTIGATE / DISCARD decision from any temperature log — offline, in Hindi, on Android.

Python
#arrhenius#bayesian#cold-chain#decision-support#immunization#india#monte-carlo#open-source#pharmacokinetics#public-health#python#react#react-native#uip#vaccine
good first issue scientific vaccine-addition

Kinetic-Bayesian vaccine potency estimator for India’s cold chain. Uses Arrhenius kinetics + Monte Carlo uncertainty to give ANMs a calibrated USE / INVESTIGATE / DISCARD decision from any temperature log — offline, in Hindi, on Android.

Python
#arrhenius#bayesian#cold-chain#decision-support#immunization#india#monte-carlo#open-source#pharmacokinetics#public-health#python#react#react-native#uip#vaccine
enhancement help wanted scientific

Kinetic-Bayesian vaccine potency estimator for India’s cold chain. Uses Arrhenius kinetics + Monte Carlo uncertainty to give ANMs a calibrated USE / INVESTIGATE / DISCARD decision from any temperature log — offline, in Hindi, on Android.

Python
#arrhenius#bayesian#cold-chain#decision-support#immunization#india#monte-carlo#open-source#pharmacokinetics#public-health#python#react#react-native#uip#vaccine
enhancement good first issue mobile

Kinetic-Bayesian vaccine potency estimator for India’s cold chain. Uses Arrhenius kinetics + Monte Carlo uncertainty to give ANMs a calibrated USE / INVESTIGATE / DISCARD decision from any temperature log — offline, in Hindi, on Android.

Python
#arrhenius#bayesian#cold-chain#decision-support#immunization#india#monte-carlo#open-source#pharmacokinetics#public-health#python#react#react-native#uip#vaccine
good first issue translation mobile

Kinetic-Bayesian vaccine potency estimator for India’s cold chain. Uses Arrhenius kinetics + Monte Carlo uncertainty to give ANMs a calibrated USE / INVESTIGATE / DISCARD decision from any temperature log — offline, in Hindi, on Android.

Python
#arrhenius#bayesian#cold-chain#decision-support#immunization#india#monte-carlo#open-source#pharmacokinetics#public-health#python#react#react-native#uip#vaccine