Home on Chaithanya Naik Mude

Hello, world

Tue, 14 Jul 2026 00:00:00 +0000

This site now exists. What to expect here.

Adaptive Leakage Detection for Quantum Error Correction

Wed, 01 Oct 2025 00:00:00 +0000

Speculation strategies that detect and mitigate leakage errors in QEC codes — 16% better logical error rate, 2–3× less leakage accumulation.

Scaling Multi-Level Superconducting Qubit Readout with ML

Sun, 01 Jun 2025 00:00:00 +0000

Hardware-efficient ML architectures for superconducting qubit readout — 16% accuracy gain, matched filters under 8% FPGA resources, 6.6% multi-level improvement.

Enhanced Neutral Atom Readout with ML

Tue, 01 Apr 2025 00:00:00 +0000

Modular, scalable ML models for neutral-atom qubit readout — 70× smaller models than state of the art, plus image denoising for fast, accurate readout.

Side-Channel Security in Multi-Tenant Quantum Computers

Sat, 01 Feb 2025 00:00:00 +0000

Crosstalk-based side-channel attacks on multi-tenant NISQ hardware — deciphering a victim’s circuit with graph neural networks.

ML for Quantum Circuit Synthesis

Wed, 01 Jan 2025 00:00:00 +0000

A unified adaptive ML model (GAIL imitation learning) for Rz/unitary synthesis and quantum compilation across dynamic hardware configurations. Ongoing.

Publications

Mon, 01 Jan 0001 00:00:00 +0000

Also on Google Scholar.

Accurate Leakage Speculation for Quantum Error Correction
Chaithanya Naik Mude, Swamit Tannu
58th IEEE/ACM International Symposium on Microarchitecture, Seoul, Korea, 2025
MICRO 2025 [Paper] [Project]

Efficient Measurement of Neutral-Atom Qubits with Matched Filters
Robert M. Kent, Linipun Phuttitarn, Chaithanya N. Mude, Swamit Tannu, Mark Saffman, Gregory Lafyatis, Daniel J. Gauthier
Physical Review Applied, 2025
Phys. Rev. Applied [Paper] [Project]

Efficient and Scalable Architectures for Multi-level Superconducting Qubit Readout
Chaithanya Naik Mude, Satvik Maurya, Benjamin Lienhard, Swamit Tannu
62nd Design Automation Conference, San Francisco, California, USA, 2025
DAC 2025 [Paper] [Project]

Enabling Fast and Accurate Neutral Atom Readout through Image Denoising
Chaithanya Naik Mude, Linipun Phuttitarn, Satvik Maurya, Kunal Sinha, Mark Saffman, Swamit Tannu
arXiv preprint, 2025
Preprint [Paper] [Project]

Crosstalk-induced Side Channel Threats in Multi-Tenant NISQ Computers
Navnil Choudhury, Chaithanya Naik Mude, Sanjay Das, Preetham Tikkireddi, Swamit Tannu, Kanad Basu
The Network and Distributed System Security Symposium, San Diego, California, USA, 2025
NDSS 2025 [Paper] [Project]

Understanding Side-Channel Vulnerabilities in Superconducting Qubit Readout Architectures
Satvik Maurya, Chaithanya Naik Mude, Benjamin Lienhard, Swamit Tannu
IEEE International Conference on Quantum Computing and Engineering, Montreal, Quebec, Canada, 2024
QCE 2024 [Paper] [Project]

Scaling Qubit Readout with Hardware Efficient Machine Learning Architectures
Satvik Maurya, Chaithanya Naik Mude, William D. Oliver, Benjamin Lienhard, Swamit Tannu
50th International Symposium on Computer Architecture, Orlando, Florida, USA, 2023
ISCA 2023 [Paper] [Project]