Our papers are the official record of our discoveries. They allow others to build on and apply our work. Each paper is the result of many months of research, so we make a special effort to make them clear, beautiful and inspirational, and publish them in leading journals.

  • Composition of Boolean functions restricts biologically permitted logics

    TFT. FinkRHR. Hannam Sub. to Physical Review Letters

    In life, there are few rules

    The bipartite nature of genetic regulatory networks means their logics are composed, which severely restricts which ones can show up in life.

  • Coarsening without interfacial energy

    RFR. Farr Sub. to Physical Review Letters

    Microstructural coarsening

    Rapid temperature cycling from one extreme to another affects the rate at which the mean particle size in solid or liquid solutions changes.

  • The space of functions computed by deep layered machines

    AMA. MozeikaBLDS Physical Review Letters

    Deep layered machines

    The ability of deep neural networks to generalize can be unraveled using path integral methods to compute their typical Boolean functions.

  • Tunnelling necessitates negative Wigner function

    YLODO. Dahlsten Physical Review Letters

    Tunnelling interpreted

    In quantum tunnelling, a particle tunnels through a barrier that it classically could not surmount.

  • Physical Review Letters

    Photonic Maxwell's demon

    With inspiration from Maxwell’s classic thought experiment, it is possible to extract macroscopic work from microscopic measurements of photons.

  • Physical Review Letters

    Easily repairable networks

    When networks come under attack, a repairable architecture is superior to, and globally distinct from, an architecture that is robust.

  • Physical Review Letters

    Ultralight fractal structures

    The transition from solid to hollow beams changes the scaling of stability versus loading analogously to increasing the hierarchical order by one.