Optimization of the branching pattern in coherent phase transitions
Patrick Dondl, Behrend Heeren, Martin Rumpf

TL;DR
This paper combines finite element simulations and geometric optimization to identify a new class of branching patterns in martensitic phase transformations, achieving lower energy bounds than previously known models.
Contribution
It introduces a novel, topologically different class of branching patterns and derives a low-dimensional family that better matches simulations, improving energy bounds.
Findings
New branching pattern class identified through simulations
Geometric optimization yields patterns with lower energy bounds
Patterns match simulation results closely
Abstract
Branching can be observed at the austenite-martensite interface of martensitic phase transformations. For a model problem, Kohn and M\"uller studied a branching pattern with optimal scaling of the energy with respect to its parameters. Here, we present finite element simulations that suggest a topologically different class of branching patterns and derive a novel, low dimensional family of patterns. After a geometric optimization within this family, the resulting pattern bears a striking resemblance to our simulation. The novel microstructure admits the same scaling exponents but results in a significantly lower upper energy bound.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
