New physics associated with the cosmic acceleration can be probed at 
cosmological scales as well as in laboratory experiments.  I will begin by 
discussing the formation of large-scale cosmic structure, whose statistics 
will allow us to constrain cosmic expansion and new forces along with the 
masses of neutrinos.  Using higher-order cosmological perturbation 
theories, I compute the power spectrum of large-scale structure, the 
Fourier transform of the two-point correlation function, for a universe 
with massive neutrinos and a cosmic acceleration driven by a time-varying 
dark energy density.  Comparison with N-body dark matter simulations shows 
that perturbation theory is accurate to a few percent at distances of 
interest to upcoming galaxy surveys, and predicts a shift in the Baryon 
Acoustic Oscillations.  Next, I will discuss laboratory constraints on 
couplings between dark energy and Standard Model particles, which are 
complementary to cosmological probes.  Several models predict fifth forces 
at the dark energy scale, of order 100 microns, which are accessible to 
the next generation of laboratory experiments.  Dark energy may also 
couple to photons, allowing for the production of dark energy particles in 
the Sun or the laboratory. The combination of information from the 
megaparsec and the micron scales will provide comprehensive constraints on 
dark energy over the next decade.