Web-based Structural Identifiability Analyzer

06/29/2021
by   Ilia Ilmer, et al.
0

Parameter identifiability describes whether, for a given differential model, one can determine parameter values from model equations. Knowing global or local identifiability properties allows construction of better practical experiments to identify parameters from experimental data. In this work, we present a web-based software tool that allows to answer specific identifiability queries. Concretely, our toolbox can determine identifiability of individual parameters of the model and also provide all functions of parameters that are identifiable (also called identifiable combinations) from single or multiple experiments. The program is freely available at https://maple.cloud/app/6509768948056064.

READ FULL TEXT

page 1

page 2

page 3

page 4

research
11/21/2020

Multi-experiment parameter identifiability of ODEs and model theory

Structural identifiability is a property of an ODE model with parameters...
research
04/04/2022

More Efficient Identifiability Verification in ODE Models by Reducing Non-Identifiability

Structural global parameter identifiability indicates whether one can de...
research
09/22/2020

App Parameter Energy Profiling: Optimizing App Energy Drain by Finding Tunable App Parameters

In this paper, we observe that modern mobile apps come with a large numb...
research
11/05/2019

KLARAPTOR: A Tool for Dynamically Finding Optimal Kernel Launch Parameters Targeting CUDA Programs

In this paper we present KLARAPTOR (Kernel LAunch parameters RAtional Pr...
research
06/01/2019

A Technique for Finding Optimal Program Launch Parameters Targeting Manycore Accelerators

In this paper, we present a new technique to dynamically determine the v...
research
09/23/2022

BioKlustering: a web app for semi-supervised learning of maximally imbalanced genomic data

Summary: Accurate phenotype prediction from genomic sequences is a highl...
research
07/04/2012

Local Utility Elicitation in GAI Models

Structured utility models are essential for the effective representation...

Please sign up or login with your details

Forgot password? Click here to reset