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SkillsMP has collected 5 skills from lamm-mit/ScienceSkills. Open a skill to review its source and details.
Showing 5 of 5 collected skills.
Comprehensive TorchSim / torch-sim atomistic simulation skill for molecular dynamics, relaxation, high-throughput MLIP workflows, trajectory generation, trajectory analysis, validation, and movie production for materials systems.
Run simple dimensionless 1D Euler-Bernoulli beam mechanics with selectable boundary conditions, point forces, distributed loads, point moments, springs, plots, CSV/JSON results, and deformation GIFs. Use when asked to analyze a simple beam, cantilever,…
Create high-resolution Chladni plate resonance visuals and animations from analytic vibrating-plate mode superpositions. Use when asked for Chladni figures, nodal-line sand patterns, sound-wave or resonance visualization, vibrating square/rectangular/circular…
Run fast 2D SIMP topology optimization with flexible boundary conditions, lightweight STL exports, and optional STL turntable renderings. Use when asked to optimize cantilevers, beams, bridges, plates, tension/shear strips, custom support/load layouts,…
Run parameterized 2D lattice fracture simulations from the Fracture and Mechanics notebook as offline artifacts. Use when asked to simulate a pre-cracked triangular lattice, Mode I tension, Mode II shear, Morse/Lennard-Jones/MLIP pair potentials, temperature…