Supriyo Datta
Physics and Astronomy · Purdue University West Lafayette
Publications
526
Citations
40,126
Est. group size
~4
Recurring co-author estimate
Active years
50
Publishing since 1977
Supriyo Datta's research focuses on the physics of electronic and spintronic devices at the nanoscale, particularly how quantum mechanical effects govern electrical current flow through very small structures. In recent years, his work has expanded into 'unconventional computing,' including probabilistic computing with devices called p-bits, spin-based circuits, and physics-inspired approaches to machine learning and quantum simulation. This work bridges device physics, circuit design, and computing architectures.
Publication output was higher around 2017-2019 and has since settled into a steady, lower rate of roughly 6-7 papers per year through 2025.
Generated by claude-sonnet-5 from public bibliographic data · Jul 20, 2026
- Energy-Efficient Supervised Learning With a Binary Stochastic Forward-Forward Algorithm
IEEE Transactions on Artificial Intelligence · 2025
- Editorial: Introducing the Collection on Physics-Inspired Computing
Physical Review Applied · 2025
- List of contributors
Elsevier eBooks · 2025
- The nonequilibrium Green’s function method for transport in nanoscale devices with superconducting elements
Elsevier eBooks · 2025
- Energy-Efficient Supervised Learning with a Binary Stochastic Forward-Forward Algorithm
arXiv (Cornell University) · 2025
- Roadmap for unconventional computing with nanotechnology
Nano Futures · 2024
- Heisenberg machines with programmable spin circuits
Physical Review Applied · 2024
- Connecting physics to systems with modular spin-circuits
npj Spintronics · 2024
- Towards 3D CMOS+X Ising Machines: Addressing the Connectivity Problem with Back-End-of-Line FeFETs
2024
- p-Bits and q-Bits
WORLD SCIENTIFIC eBooks · 2024
- Connecting physics to systems with modular spin-circuits
arXiv (Cornell University) · 2024
- A Full-Stack View of Probabilistic Computing With p-Bits: Devices, Architectures, and Algorithms
IEEE Journal on Exploratory Solid-State Computational Devices and Circuits · 2023
- Accelerated quantum Monte Carlo with probabilistic computers
Communications Physics · 2023
- Emulating Quantum Circuits With Generalized Ising Machines
IEEE Access · 2023
- Roadmap for Unconventional Computing with Nanotechnology
arXiv (Cornell University) · 2023
- arXiv (Cornell University)×21
- Bulletin of the American Physical Society×7
- Scientific Reports×5
- Physical Review Applied×4
- WORLD SCIENTIFIC eBooks×4
- Ezekiel Johnston‐Halperin
Physics and Astronomy · The Ohio State University
- James Nakamura
Physics and Astronomy · Purdue University West Lafayette
- Saeed Fallahi
Physics and Astronomy · Purdue University West Lafayette
- Geoffrey C. Gardner
Physics and Astronomy · Purdue University West Lafayette
- Shuang Liang
Physics and Astronomy · Purdue University West Lafayette
This profile was generated automatically from public scholarly data (OpenAlex). Group size and activity levels are estimates derived from co-authorship patterns.
Last updated Jul 20, 2026.
Claim or correct this profile