M:3L Lab

People

The M:3L team

Researchers and engineers from academic and industry institutions.

Aggregate laboratory expertise

The team combines 3D scene understanding, multimodal CAD reconstruction, computational mechanics, scientific machine learning, agentic systems, software engineering, and elastic-wave research.

  • Laboratory leadership
  • Computational mechanics
  • Scientific and engineering research
  • Machine learning for mechanical structure generation
  • Elastic wave control
  • 3D scene understanding
  • Zero-shot and open-vocabulary 3D perception
  • Multimodal CAD reconstruction
  • Vision-language models and online reinforcement learning
  • Software engineering
  • Research software systems

Davit Piliposyan

Lab Head

Affiliations: Siemens · Institute of Mechanics · Yerevan State University

Expertise:

  • Laboratory leadership
  • Computational mechanics
  • Scientific and engineering research

Danila Ruckovich

Lead Researcher

Affiliations: Google · Moscow State University

Expertise:

  • 3D scene understanding
  • Zero-shot and open-vocabulary 3D perception
  • Multimodal CAD reconstruction
  • Vision-language models and online reinforcement learning

Selected M:3L publications:

Nerses Alikhanyan

Researcher

Affiliations: ServiceTitan · Yerevan State University

Robert Gadukyan

Researcher

Affiliations: Institute for Informatics and Automation Problems of NAS RA

Collaborating institutions

  • ETH Zurich
  • University of Liverpool
  • Moscow State University
  • Higher School of Economics
  • Innopolis University
  • Imperial College London