Saumya Sinha

SysCaps: Language Interfaces for Simulation Surrogates of Complex Systems

Surrogate models are used to predict the behavior of complex energy systems that are too expensive to simulate with traditional numerical methods. Our work introduces the use of language descriptions, which we call "system captions" or SysCaps, to interface with such surrogates. We argue that inte…