Design optimization of integrated cooling inserts in modular Fischer-Tropsch reactors

•Fischer–Tropsch reactor with cooling inserts for improved thermal management.•Systematic design approach finds the layout of highly conductive cooling inserts.•Optimal fin geometry maximizes reactor productivity while avoiding thermal runaway.•Computer-driven topology optimization automates and accelerates the design process.