张哲

EN

机器学习,用在真实的控制室里 · SLAC

项目EN2021–2025

Badger

ML optimization for accelerator control rooms, adopted at 7+ facilities.

项目EN2025–

Otter

A Claude Code agent for the control room: it writes the tuning routine, you approve, Badger runs it.

研究EN2025–

DAMA-BAX & mpBAX

Storage-ring sextupole design learned one tracked particle at a time, with 40 times fewer tracking simulations than NSGA-II.

项目EN2025–2026

RAG chatbot for research groups

Plug-and-play research assistant, evaluated on every answer.

项目EN2019–2021

Teeport

Break the wall between optimization algorithms and problems.

研究EN2019–2021

MG-GPO

A Gaussian process decides which bred candidates the live SPEAR3 ring gets to measure.

研究EN2021–2022

RCDS-S

An optimizer for a drifting ring that only takes steps likely to stay under a line set in advance.

研究EN2023–2024

CoAD

Label-free anomaly detection from coincident signals across subsystems.

研究EN2023–2025

Single-shot policy

Straight from what the sensors see to the knob settings, trained without a single optimal action.

研究EN2020–2022

UED beam diagnostics with CNNs

A small CNN that reads each electron shot's pointing and energy jitter straight off its diffraction pattern.

研究EN2024

ReconNN

One forward pass instead of 500 gradient steps, for neutrino event reconstruction.

项目EN2026–

quantecho

Self-hosted full-stack platform with a Python backtest lab.

项目EN2025–

BigWaves Pattern Inspector

What happens after the market drops? An event-study tool, live 12+ months.

设计EN2026

Integrity Deck · 草木本心

54 cards designed with AI, shipped as one 84 KB page.

项目EN2017–2019

Mixed-reality surgical navigation

One CT scene in mixed reality, shared by every headset and registered to the body.

研究2011–2017

光阴极与注入器的程序,等等

六年博士只问一件事,光阴极微波电子枪的发射度能压到多低,为此写了四个程序。