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arXiv (Cornell University)
Analytical Gradient-Based Optimization of CALPHAD Model Parameters
2025
The calibration of CALPHAD (CALculation of PHAse Diagrams) models involves the solution of a very challenging high-dimensional multiobjective optimization problem. Traditional approaches to parameter fitting predominantly rely on gradient-free methods, which …
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Tesla Model 3

Compact executive battery electric sedan

The Tesla Model 3 is a compact executive sedan that is battery powered and produced by Tesla. Limited production of the Model 3 began in mid-2017, with the first production vehicle rolling off the assembly line on July 7, 2017. The official launch and delivery of the first 30 cars took place on July 28.

The base Model 3 delivers an EPA-rated all-electric range of 272 miles (438 km) and the Long Range version delivers 358 miles (576 km). According to Tesla, the Model 3 carries full self-driving hardware, with periodic software updates adding functionality.

The Model 3 was marketed as being more affordable to more people than previous models by Tesla.

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arXiv (Cornell University)
Analytical Gradient-Based Optimization of CALPHAD Model Parameters
2025
The calibration of CALPHAD (CALculation of PHAse Diagrams) models involves the solution of a very challenging high-dimensional multiobjective optimization problem. Traditional approaches to parameter fitting predominantly rely on gradient-free methods, which while robust, are computationally inefficient and often scale poorly with model complexity. In this work, we introduce and demonstrate a generalizable framework for analytic gradient-based optimization of the parameters of the CALPHAD model enabled by the rece…
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