Building Ouro, searching for room-temp superconductors and rare-earth free permanent magnets with machine learning.
Standalone, embeddable HTML with MatterViz Trajectory viewer
Standalone, embeddable HTML with MatterViz Trajectory viewer
Interactive double pendulum demo: explore chaos theory, adjust parameters, and see how tiny changes lead to unpredictable motion.
Interactive Mandelbrot explorer: zoom into fractals, uncover infinite detail, and experience the beauty of complex mathematics in motion
Explore simple harmonic motion, adjust length and gravity, and see physics come alive
See How Complex Waves Are Built From Simple Sine Waves
Interactive mini-app where you can launch objects into orbit around massive bodies
The visualization beautifully captures the counterintuitive nature of quantum mechanics - that particles can behave as waves until they're observed, at which point they "choose" a definite path. Created by Claude Opus 4.1.
Inspired by the GPT 5 release demo, this interactive SVG was generated by default ChatGPT (so kind of unknown model now, allegedly GPT 5)
Energy vs. step; Cell + Ionic relaxation with Orb v3; 0.03 eV/Å threshold; final energy = -78.6576 eV; ΔE = -16.2654 eV; symmetry: P4/mmm → P1
ASE trajectory with 348 frames; Cell + Ionic relaxation with Orb v3; 0.03 eV/Å threshold; final energy = -78.6576 eV; ΔE = -16.2654 eV; symmetry: P4/mmm → P1
Cell + Ionic relaxation with Orb v3; 0.03 eV/Å threshold; final energy = -78.6576 eV; ΔE = -16.2654 eV; symmetry: P4/mmm → P1
8 generated crystal structures for the chemical system Mn-Fe-Bi-N
Cell + Ionic relaxation with Orb v3; 0.03 eV/Å threshold; final energy = -79.3704 eV; energy change = -16.9785 eV; symmetry: P4/mmm → Cm
Cell + Ionic relaxation with Orb v3; 0.03 eV/Å threshold; final energy = -61.3830 eV; energy change = -6.3798 eV; symmetry: P4/mmm → Cm
Fe6Mn2Bi2N (space group: P4/mmm #123, crystal system: tetragonal, point group: 4/mmm) (missed expected composition: Fe6Mn2Bi2N)
Fe4Mn2Bi2N (space group: P4/mmm #123, crystal system: tetragonal, point group: 4/mmm) (missed expected composition: Fe4Mn2Bi2N)
Phase diagram of Mn9Fe4Bi4N3; e_above_hull: 0.320713 eV/atom; predicted_stable: False
Phonon band structure (supercell [2, 2, 2], Δ=0.01 Å); no imaginary modes; min freq = -0.08 THz