NIMMGen: Learning Neural-Integrated Mechanistic Digital Twins with LLMs. - Zihan Guan 001; Rituparna Datta; Mengxuan Hu; Shunshun Liu; Aiying Zhang; Prasanna Balachandran; Sheng Li 001; Anil Vullikanti (CoRR, 2026)