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                  <h2 class="breadcrumb__title">Our Instructor</h2>
                  <p class="breadcrumb__desc">Dr. Shayan Srinivasa Garani</p>
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                        <h3 class="xb-item--name">Dr. Shayan Srinivasa Garani</h3>
                        <ul class="xb-item--list list-unstyled mb-20">
                           <li><span>Responsibility:</span> Professor</li>
                           <li><span>Email:</span> shayangs@iisc.ac.in</li>
                           <li><span>Years in IISc:</span> 2012–Present (~13.5 years)</li>
                           <li><span>Total PhDs Graduated:</span> 7</li>
                           <li><span>Total Journal Papers:</span> 42</li>
                           <li><span>Total Conference Papers:</span> 67</li>
                           <li><span>Total Patents:</span> 16 </li>
                        </ul>
                        <h3 class="team-single__social-title">Important Links:</h3>
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                           <li><a href="https://www.linkedin.com/in/shayan-srinivasa-garani-8b55384/"><i class="fab fa-linkedin-in"></i></a></li>
                           <li><a href="https://labs.dese.iisc.ac.in/pnsil/"><i class="fa fa-flask"></i></a></li>
                           <li><a href="https://scholar.google.com/citations?user=qLuikNkAAAAJ&hl=en"><i class="fa fa-graduation-cap"></i></a></li>
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                     <h2>Research Thrust:</h2>
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                        <ul>
                           <li>
                              <strong>Physical Data Storage:</strong>
                              Modeling, signal processing, information theory, coding theory, and VLSI architectures.
                           </li>
                           <li>
                              <strong>Quantum Information Sciences and Engineering:</strong>
                              Quantum coding theory, quantum information theory (QIT), quantum computing algorithms, networks, and quantum machine learning (QML).
                           </li>
                           <li>
                              <strong>Artificial Intelligence:</strong>
                              Neural networks, learning systems, and computational neuroscience/biology.
                           </li>
                           <li>
                              <strong>Music Signal Processing:</strong>
                              Creation, synthesis, modeling, and retrieval of music signals.
                           </li>
                        </ul>
                     </div>
                     <hr class="team-single__hr">
                     <h2  class="mt-40">Top 20% Publications:</h2>
                     <div class="team-single__list">
                        <ol>
                           <li>
                              S. S. Garani et al., “Signal processing and coding techniques for two-dimensional magnetic recording: An overview,” <em>Proceedings of the IEEE</em>, 2018.
                           </li>
                           <li>
                              Y. Chen and S. G. Srinivasa, “Joint self-iterating equalization and detection for two-dimensional intersymbol-interference channels,” <em>IEEE Transactions on Communications</em>, 2013.
                           </li>
                           <li>
                              P. J. Nadkarni and S. S. Garani, “Quantum error correction architecture for qudit stabilizer codes,” <em>Physical Review A</em>, 2021.
                           </li>
                           <li>
                              P. J. Nadkarni et al., “Entanglement-assisted quantum Reed-Muller tensor product codes,” <em>Quantum</em>, 2024.
                           </li>
                           <li>
                              S. S. Garani, P. J. Nadkarni, and P. Raina, “Theory behind quantum error correcting codes: An overview,” <em>Journal of the Indian Institute of Science</em>, 2023. (Invited Review)
                           </li>
                           <li>
                              S. S. Garani and B. Vasić, “Channels engineering in magnetic recording: From theory to practice,” <em>IEEE BITS: The Information Theory Magazine</em>, 2023. (Invited from ITSoC)
                           </li>
                           <li>
                              A. K. Sharma and S. S. Garani, “Entanglement-assisted fault-tolerant encoding and decoding for qudit stabilizer codes,” <em>Physical Review A</em>, Dec. 2024.
                           </li>
                           <li>
                              P. J. Nadkarni and S. S. Garani, “Entanglement-assisted Reed–Solomon codes over qudits: Theory and architecture,” <em>Quantum Information Processing</em> (Springer), Apr. 2021.
                           </li>
                           <li>
                              P. J. Nadkarni and S. S. Garani, “Encoding of non-binary entanglement unassisted and assisted stabilizer codes,” <em>IEEE Transactions on Quantum Engineering</em>, Feb. 2021.
                           </li>
                           <li>
                              P. J. Nadkarni and S. S. Garani, “Coding analog of superadditivity using entanglement-assisted quantum tensor product codes over Fpk,” <em>IEEE Transactions on Quantum Engineering</em>, Sep. 2020.
                           </li>
                           <li>
                              A. Mondal et al., “Efficient coding architectures for Reed–Solomon and low-density parity-check decoders for magnetic and other data storage systems,” <em>IEEE Transactions on Magnetics</em>, Feb. 2018.
                           </li>
                           <li>
                              K. Bharadwaj and S. S. Garani, “Efficient encoding algorithm and architecture for 2-D quasicyclic LDPC codes with applications to 2-D magnetic recording,” <em>IEEE Transactions on Magnetics</em>, Nov. 2025.
                           </li>
                           <li>
                              C. K. Matcha et al., “2D LDPC codes and joint detection and decoding for two-dimensional magnetic recording,” <em>IEEE Transactions on Magnetics</em>, Feb. 2018.
                           </li>
                           <li>
                              P. Gowgi and S. S. Garani, “Temporal self-organization: A reaction-diffusion framework for spatio-temporal memories,” <em>IEEE Transactions on Neural Networks and Learning Systems</em>, Feb. 2019. (Nominated for Best Paper Award)
                           </li>
                           <li>
                              S. S. Garani and H. Seshadri, “An algorithmic approach to South-Indian classical music,” <em>Journal of Mathematics and Music</em>, May 2019.
                           </li>
                        </ol>
                     </div>
                     <hr class="team-single__hr">
                     <h2 class="mt-40">Patents and Stats:</h2>
                     <div class="team-single__list">
                        <ul>
                           <li>
                              Method and apparatus for interpolative timing recovery for two-dimensional magnetic recording systems.<br>
                              <strong>Inventors:</strong> Shayan Srinivasa Garani, B. P. Reddy, E. Modak<br>
                              <strong>Indian Patent No.:</strong> 489855, Dec. 2023
                           </li>
                           <li>
                              Systems and method for machine automated synthesis of music.<br>
                              <strong>Inventors:</strong> Shayan Srinivasa Garani, Harish Seshadri, Praveen Nandakumar<br>
                              <strong>Indian Patent No.:</strong> 410473, Oct. 2022
                           </li>
                           <li>
                              Reed Solomon decoder and decoding methods.<br>
                              <strong>Inventors:</strong> S. Thattimattala, V. K. Yalamaddi<br>
                              <strong>United States Patent No.:</strong> 10,439,643, Oct. 2019<br>
                              (Also granted in India and Japan)
                           </li>
                           <li>
                              Method and apparatus for joint adaptation of two-/multi-dimensional equalizer and partial response target.<br>
                              <strong>Inventors:</strong> Chaitanya Kumar Matcha, Arnab Dey<br>
                              <strong>United States Patent No.:</strong> 10,026,441, Jul. 2018<br>
                              (Also granted in India, Patent No. 553216)
                           </li>
                           <li>
                              Identifying a defect in a data-storage medium.<br>
                              <strong>Inventor:</strong> Sivagnanam Parthasarathy<br>
                              <strong>United States Patent No.:</strong> 9,324,370, 2016
                           </li>
                           <li>
                              Method and system for monitoring data channel to enable use of dynamically adjustable LDPC coding parameters in a data storage system.<br>
                              <strong>Inventors:</strong> Kent D. Anderson, Anantha Raman Krishnan, Guangming Lu, Shafa Dahandeh, Andrew J. Tomlin<br>
                              <strong>Patent No.:</strong> 9,214,963, Dec. 2015
                           </li>
                           <li>
                              Systems and methods for improved encoding of data in data storage devices.<br>
                              <strong>Inventor:</strong> Shayan G. Srinivasa<br>
                              <strong>Patent No.:</strong> 9,203,434, Dec. 2015
                           </li>
                           <li>
                              Decoding data stored in solid-state memory.<br>
                              <strong>Inventors:</strong> Anantha Raman Krishnan, Kent Anderson<br>
                              <strong>Patent No.:</strong> 8,990,668, Mar. 2015
                           </li>
                           <li>
                              Data storage device tracking log-likelihood ratio for a decoder based on past performance.<br>
                              <strong>Inventors:</strong> Anantha Raman Krishnan, Kent Anderson, Shafa Dahandeh<br>
                              <strong>Patent No.:</strong> 8,856,615, Oct. 2014
                           </li>
                           <li>
                              Methods and devices for joint two-dimensional self-iterating equalization and detection.<br>
                              <strong>Inventor:</strong> Yiming Chen<br>
                              <strong>Patent No.:</strong> 8,760,782, June 2014
                           </li>
                           <li>
                              Constrained on-the-fly interleaver address generation.<br>
                              <strong>Inventors:</strong> Sivagnanam Parthasarathy, Sudha Thipparthi<br>
                              <strong>Patent No.:</strong> 8,625,220, Jan. 2014
                           </li>
                           <li>
                              Methods and devices for two-dimensional iterative multi-track based MAP detection.<br>
                              <strong>Inventor:</strong> Yiming Chen<br>
                              <strong>Patent No.:</strong> 8,582,223, Nov. 2013
                           </li>
                           <li>
                              Encoding apparatus, system and method using LDPC codes.<br>
                              <strong>Inventor:</strong> Shayan G. Srinivasa<br>
                              <strong>Patent No.:</strong> 8,397,125, Mar. 2013
                           </li>
                           <li>
                              Adaptive data dependent noise prediction.<br>
                              <strong>Inventors:</strong> Mustafa Kaynak, Stefano Valle, Sivagnanam Parthasarathy<br>
                              <strong>Patent No.:</strong> 8,290,102, 2012
                           </li>
                           <li>
                              Interlaced iterative system design for 1K-byte block with 512-byte LDPC code words.<br>
                              <strong>Inventors:</strong> Xinde Hu, Sivagnanam Parthasarathy, Anthony Weathers, Richard Barndt<br>
                              <strong>Patent No.:</strong> 8,255,768, 2012
                           </li>
                           <li>
                              Channel constrained code aware interleavers.<br>
                              <strong>Inventors:</strong> Nicholas Richardson, Xinde Hu<br>
                              <strong>Patent No.:</strong> 8,055,973, 2011
                           </li>
                        </ul>
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