Julia is a big winner in the ARPA E dIFFERENTIATE program. ARPA-E just announced that will fund 23 Projects to Accelerate the Energy Technology Design Process. Three of the projects will use Julia to build computational platforms. Two of the projects (including ours at LANL) will use machine learning based on differentiable programming in Julia.
All the winning projects are listed here: