Writing
Research writing extends the site’s method-led identity into accessible prose. Articles are organized by category:
- Research Explainers — accessible summaries of principal papers and methods, aimed at readers from adjacent fields.
- Methods Notes — technical notes on current methods, prototypes, and open questions.
- Project Notes — reflections on specific projects, past and present, connecting them to the research program.
- Teaching and Software — notes from courses, labs, and software development that may help students and collaborators.
- Technical Notes — infrastructure, tooling, and deployment articles (RAG pipelines, environment setup, etc.). These remain discoverable but secondary to the research writing.
Reflections on Visiting Qianhai: Innovation, Openness, and Opportunity
An HKWYSC excursion into Shenzhen's Qianhai district — impressions from company visits across smart home devices, robotics, medical devices, and memory technologies, plus a lunch with district leadership.
Co-Creating the Future: Reflections from HKWYSC 2026
Reflections from the 3rd Hong Kong World Youth Science Congress and Xiangjiang Nobel Forum 2026 — a week of conversations linking AI, biomedicine, commercialization, and cross-border collaboration.
Psyche: Distributed Transformer Training Over the Internet — A First Look
A first-impressions tour of Psyche — a protocol for distributed training of transformer models over the internet among untrusted participants, coordinated via Solana-based consensus and game-theoretic incentives.
Physics-Grounded ML for Adaptive Biomedical Sensing: Three Complementary Paths
Three complementary physics-grounded ML strategies for sparse, noisy biomedical sensing: PINNs as regularizers, energy-based models for adaptive measurement, and solver-coupled networks.