张哲
机器学习,用在真实的控制室里 · SLAC
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Badger
ML optimization for accelerator control rooms, adopted at 7+ facilities.
Otter
A Claude Code agent for the control room: it writes the tuning routine, you approve, Badger runs it.
DAMA-BAX & mpBAX
Storage-ring sextupole design learned one tracked particle at a time, with 40 times fewer tracking simulations than NSGA-II.
RAG chatbot for research groups
Plug-and-play research assistant, evaluated on every answer.
Teeport
Break the wall between optimization algorithms and problems.
MG-GPO
A Gaussian process decides which bred candidates the live SPEAR3 ring gets to measure.
RCDS-S
An optimizer for a drifting ring that only takes steps likely to stay under a line set in advance.
CoAD
Label-free anomaly detection from coincident signals across subsystems.
Single-shot policy
Straight from what the sensors see to the knob settings, trained without a single optimal action.
UED beam diagnostics with CNNs
A small CNN that reads each electron shot's pointing and energy jitter straight off its diffraction pattern.
ReconNN
One forward pass instead of 500 gradient steps, for neutrino event reconstruction.
quantecho
Self-hosted full-stack platform with a Python backtest lab.
BigWaves Pattern Inspector
What happens after the market drops? An event-study tool, live 12+ months.
Integrity Deck · 草木本心
54 cards designed with AI, shipped as one 84 KB page.
Mixed-reality surgical navigation
One CT scene in mixed reality, shared by every headset and registered to the body.
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。
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