First-principles crystal structure prediction (CSP) is
the most
powerful approach for materials discovery, enabling the prediction
and evaluation of properties of new solid phases based only on a diagram
of their underlying components. Here, we present the first CSP-based
discovery of metal–organic frameworks (MOFs), offering a broader
alternative to conventional techniques, which rely on geometry, intuition,
and experimental screening. Phase landscapes were calculated for three
systems involving flexible Cu(II) nodes, which could adopt a potentially
limitless number of network topologies and are not amenable to conventional
MOF design. The CSP procedure was validated experimentally through
the synthesis of materials whose structures perfectly matched those
found among the lowest-energy calculated structures and whose relevant
properties, such as combustion energies, could immediately be evaluated
from CSP-derived structures.