THEORETICAL PHYSICIST · LEIDEN UNIVERSITY

Jinfu Chen

Understand control and optimize
quantum systems

Exploring the correlations, dynamics, and thermodynamic limits that make the quantum world different.

QUANTUM NONLOCALITY / MANY-BODY PHYSICS / THERMODYNAMICS

01 / RESEARCH

Small systems
Fundamental questions

From the limits of classical correlations to faster thermalization and more efficient control, I study what quantum systems can do, and how to make them do it.

01

Quantum nonlocality

What makes quantum correlations different?

Symmetry and polyhedral optimization help turn multipartite Bell inequalities into noise-robust, experimentally feasible tests of correlations beyond classical physics.

Bell inequalities · Symmetry · Optimization
02

Many-body thermalization

How quickly can a quantum system relax?

By shaping dissipation and optimizing Lindbladian spectral gaps, I develop ways to prepare thermal states faster. Tensor networks make these questions accessible beyond small systems.

Open systems · Spectral gaps · Tensor networks
03

Thermodynamic geometry

How much does it cost to go faster?

Geometric methods identify low-dissipation control protocols, revealing how finite operating time limits the power and efficiency of quantum and Brownian heat engines.

Finite-time control · Geometry · Heat engines
04

Thermodynamics and generative AI

Can thermodynamics improve learning and sampling?

Building on stochastic and finite-time thermodynamics, this direction explores how low-dissipation protocols and optimal control can improve learning and sampling in generative AI, including diffusion models and Transformers.

Stochastic thermodynamics · Finite-time optimization · Generative AI

02 / SELECTED WORKS

Selected Works

All selected works
Jinfu Chen
Jinfu Chen

03 / ABOUT ME

A geometric perspective
on the quantum world

I am a postdoctoral researcher at Leiden University’s Lorentz Institute, working with Jordi Tura. My research connects quantum information, nonequilibrium statistical physics, and optimal control.

My path began with physics and mathematics at Peking University, followed by a Ph.D. at the Beijing Computational Science Research Center and postdoctoral research with H. T. Quan at Peking University.

Academic background & CV