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] Training deep Boltzmann networks with sparse Ising machines Nature Electronics (2024).
- [J4] Scalable connectivity for Ising machines: Dense to sparse Physical Review Applied 24(1):014005 (2025).
- [J5] CMOS plus stochastic nanomagnets enabling heterogeneous computers for probabilistic inference and learning Nature Communications 15:2685 (2024).
- [J6] Spintronics-compatible approach to solving maximum-satisfiability problems with probabilistic computing, invertible logic, and parallel tempering Physical Review Applied 17(2):024052 (2022).
- [J7] 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).
- [J8] 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 Submitted to 2025 IEDM (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] Pushing the Boundary of Quantum Advantage in Hard Combinatorial Optimization with Probabilistic Computers arXiv:2503.10302 (2025). To appear at Nature Communications.