Webinar

Calibrating Models to Difficult and Noisy Data with JuliaSim Model Optimizer

Webinar

Calibrating Models to Difficult and Noisy Data with JuliaSim Model Optimizer

Event Date & Time

Jun 15, 2023, 1:00 PM

Jun 15, 2023, 1:00 PM

ET

Speakers

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Share

Event Date & Time

Jun 15, 2023, 1:00 PM

ET

Speakers

Share

The outputs of a model cannot be interpreted as true probabilities without calibration. This requires you to de-noise the data and set up an optimization routine. Learn how you can focus on modeling and interpretation while leaving the details of model calibration to an automated system. In this webinar, Ranjan Anantharam will share how to leverage the model calibration and parameter estimation algorithms in JuliaSim Model Optimizer to perform noise-robust model calibration.

Attendees will learn:

  • Inverse problems and how to specify them

  • Model calibration algorithms and when to choose them

  • How to import/specify models into JuliaSim

Speakers

Dr. Ranjan Anantharaman is a Sales Engineer at JuliaHub Inc, specializing in JuliaSim's modeling and simulation offerings. He has a PhD in Mathematics & Computational Science from MIT and his expertise lies in shaping the future of simulation workflows with scientific machine learning. Ranjan collaborates with engineering firms, leveraging his background in surrogate modeling for high-dimensional dynamical systems developed at JuliaLab (MIT CSAIL). He has actively contributed to the Julia community, chairing JuliaCon since 2020.

Speakers

Dr. Ranjan Anantharaman is a Sales Engineer at JuliaHub Inc, specializing in JuliaSim's modeling and simulation offerings. He has a PhD in Mathematics & Computational Science from MIT and his expertise lies in shaping the future of simulation workflows with scientific machine learning. Ranjan collaborates with engineering firms, leveraging his background in surrogate modeling for high-dimensional dynamical systems developed at JuliaLab (MIT CSAIL). He has actively contributed to the Julia community, chairing JuliaCon since 2020.

Speakers

Dr. Ranjan Anantharaman is a Sales Engineer at JuliaHub Inc, specializing in JuliaSim's modeling and simulation offerings. He has a PhD in Mathematics & Computational Science from MIT and his expertise lies in shaping the future of simulation workflows with scientific machine learning. Ranjan collaborates with engineering firms, leveraging his background in surrogate modeling for high-dimensional dynamical systems developed at JuliaLab (MIT CSAIL). He has actively contributed to the Julia community, chairing JuliaCon since 2020.

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Calibrating Models to Difficult and Noisy Data with JuliaSim Model Optimizer

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Calibrating Models to Difficult and Noisy Data with JuliaSim Model Optimizer