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Jinyeop S. is listed as PhD student, MIT Physics at Massachusetts Institute of Technology, based in Greater Boston, United States. AeroLeads shows a matched LinkedIn profile for Jinyeop S..
Jinyeop S. previously worked as Research Assistant at Massachusetts Institute Of Technology and Samsung Summer Internship at Samsung Electronics. Jinyeop S. holds Doctor Of Philosophy - Phd, Physics from Mit.
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I'm a PhD student in Physics at MIT, supervised by Prof. Jeff Gore. My research focuses on complex system physics, particularly artificial intelligence and bio-AI. I'm currently exploring two key areas in Large Language Models: the emergence of high-level concepts and their mechanistic interventions, and understanding neural scaling laws to engineer more efficient training and inference. In the bio-AI field, I'm developing improved AI frameworks for data acquisition, modeling, and analysis to drive medical advancements. Additionally, I'm working on interpreting hidden information structures in bio-AI models to uncover valuable insights for medicine. My work aims to bridge the gap between theoretical physics, AI, and practical applications in healthcare.
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Cambridge, Massachusetts, United States
As a physics major, I'm interested in studying emergent phenomena in LLMs and leveraging insights for efficient training and inference. There are two ongoing directions.(1) Emergence of high-level concepts : during training and applying mechanistic interventions during inference for desired outcomes. (2) Understanding Neural Scaling law in LLMs, and how to engineer them for more efficient training and inference, as in my projects.
Controller Part - Project for Post-Quantum Computing resistant cryptography
경기도 성남시 수정구
Investigated exciton-polariton coupling effect of GaN nanoporous DBR cavity using FDTD simulation and optical experiments.
Activities and Societies: Complex systems, Machine Learning, AI
Summa Cumme Laude Korea Presidential Science Scholarship KAIST Presidential Fellowship
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Jinyeop S. works for Massachusetts Institute of Technology.
Jinyeop S. is listed as PhD student, MIT Physics at Massachusetts Institute of Technology.
Jinyeop S. is based in Greater Boston, United States while working with Massachusetts Institute of Technology.
Jinyeop S. has worked for Massachusetts Institute Of Technology, Samsung Electronics, Mass General Hospital, Seongnam Sujeong Police Station, and Korea Advanced Institute Of Science And Technology.
You can use AeroLeads to view verified contact signals for Jinyeop S. at Massachusetts Institute of Technology, including work email, phone, and LinkedIn data when available.
Jinyeop S. holds Doctor Of Philosophy - Phd, Physics from Mit.
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