
On March 17, 2026, Mat3ra presented at APS March Meeting 2026 in Denver, highlighting the “Mat3ra-2D” stack and simulation-driven workflows for real-world 2D materials and interfaces.

On March 17, 2026, Mat3ra delivered a presentation as part of APS March Meeting 2026 at the Colorado Convention Center in Denver. The talk was presented by Vsevolod (Seth) Biryukov, Scientific Software Engineer, and focused on the design and modeling of real-world 2D materials and interfaces for AI applications using the “Mat3ra-2D” framework.

The presentation introduced Mat3ra’s approach to end-to-end computational design of 2D materials and interfaces, including layered systems, van der Waals heterostructures, and complex interface models. It also highlighted open-source tools within the Mat3ra ecosystem that support structure generation, workflow execution, and AI/ML-driven simulations for advanced materials research.
The session also demonstrated how these methods can be applied to realistic material systems by accounting for strain, defects, disorder, surface terminations, and other structural perturbations. In addition, the workflow supports structural relaxation and property calculations relevant to microelectronics, energy storage, catalysis, and other advanced technology applications.

Participation in APS March Meeting 2026 provided an important opportunity for Mat3ra to share its latest work with the international physics and materials science community. The presentation underscored the value of digital, simulation-driven, and AI-enabled approaches for accelerating next-generation materials R&D.
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