Publications
For a complete and up-to-date list, visit Google Scholar.
Journal Articles
- [J1] Massively parallel probabilistic computing with sparse Ising machines
Nature Electronics 5(7):460–468 (2022). - [J2] All-to-all reconfigurability with sparse and higher-order Ising machines
Nature Communications 15:8977 (2024). *Equal contribution. - [J3] Pushing the boundary of quantum advantage in hard combinatorial optimization with probabilistic computers
Nature Communications 16:9193 (2025). - [J4] Scalable connectivity for Ising machines: Dense to sparse
Physical Review Applied 24(1):014005 (2025). - [J5] Training deep Boltzmann networks with sparse Ising machines
Nature Electronics (2024). - [J6] CMOS plus stochastic nanomagnets enabling heterogeneous computers for probabilistic inference and learning
Nature Communications 15:2685 (2024). - [J7] Spintronics-compatible approach to solving maximum-satisfiability problems with probabilistic computing, invertible logic, and parallel tempering
Physical Review Applied 17(2):024052 (2022). - [J8] A full-stack view of probabilistic computing with p-bits: devices, architectures, and algorithms
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits 9(1):1–11 (2023). - [J9] Efficient probabilistic computing with stochastic perovskite nickelates
Nano Letters 22(21):8654–8661 (2022).
Conference Papers
- [C1] Accelerating Adaptive Parallel Tempering with FPGA-based p-bits
2023 VLSI Technology and Circuits Symposium:1–2 (2023). - [C2] Computing with invertible logic: Combinatorial optimization with probabilistic bits
2021 IEDM — International Electron Devices Meeting:40–3 (2021). - [C3] Physics-inspired Ising computing with ring-oscillator activated p-bits
2022 IEEE NANO — International Conference on Nanotechnology:393–396 (2022). - [C4] Experimental evaluation of simulated quantum annealing with MTJ-augmented p-bits
2022 IEDM — International Electron Devices Meeting:22–4 (2022). *Equal contribution. - [C5] DAC-Free p-bits: Asynchronous Self-Coloring and On-Chip Annealing
2025 IEDM — International Electron Devices Meeting (2025).
Book Chapters
- [B1] High electron mobility transistors: performance analysis, research trend and applications
Different Types of Field-Effect Transistors — Theory and Applications, IntechOpen (2017).
Preprints
- [P1] How to Build a Quantum Supercomputer: Scaling Challenges and Opportunities
arXiv:2411.10406 (2024). - [P2] Probabilistic Computers for Neural Quantum States
arXiv:2512.24558 (2025).
