Transferable Physics-Informed Representations via Closed-Form Head Adaptation — Jian Cheng Wong, Isaac Yin Chung Lai, Pao-Hsiung Chiu, Chin Chun Ooi, Abhishek Gupta, Yew-Soon Ong | Kutubxona