Jan A. Krzywda webpage

How I Learned to Stop Worrying and Love the Quantum and AI

Welcome to my corner of the internet, where you can observe me, a researcher in my natural habitat. My work lies at the intersection of quantum computing and machine learning, somewhere between the experimental lab and the chalkboard. Here, you can track my research progress, read my thoughts on recent papers and events, and even get a glimpse into family life (when I remember to post).

Projects

Quantum Learning Machines

Practical use of noisy quantum devices for data-driven learning, reinforcement learning and generative AI.

Charge noise in spin qubits

Arguably the biggest obstacle to large scale spin qubit device. Experimental characterization and ab-initio simulation

Quantum games

Games drive progress, from chess to computer graphics. Now the time has come to quantum technologies.

Spin Qubits Emulator

Spin qubit are complex. We develop digital twin to generate data for training control and tuning algorithms.

Close-loop Feedback Quantum control

Qubits suffer from dynamical noise. We deploy real-life FPGA controller to track down and correct random fluctuations.

Machine Learning For Quantum

Classical machine learning methods for processing and simulating quantum systems and devices from sparse data.

After hours

Random thoughts

Blog