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Dr. Vaishnavi Gujjula

Associate Professor
  • Teaching

Education

  • Post-Doctorate, Indian Institute of Science Bengaluru, 2024

  • PhD, Indian Institute of Technology Madras, 2023

  • B.Tech, Koneru Lakshmaiah University, 2013

Experience

  • Intern, Flipkart, 2020 - 2020

  • Deputy Engineer, Bharat Electronics Limited, 2014 - 2016

Teaching

  • DataStructures and its Applications

  • Algorithms and Optimizations in Machine Learning

  • Deep Learning

Research Interest

  • Fast Algorithms, Scientific Computing, Numerical Linear Algebra, Machine Learning

Conferences

  • Vaishnavi Gujjula and Dipanjan Gope, Algebraic Inverse Fast Multipole Method based Fast Direct Solver for Capacitance Extraction, 2024 IEEE International Symposium on Antennas and Propagation and INC/USNC‐URSI Radio Science Meeting (AP-S/INC-USNC-URSI), pages 507-508, July 2024, Florence, Italy.

  • Naidu, K. V. M., Praveen Gupta, Vaishnavi Gujjula, Network Aware Forecasting for eCommerce Supply Planning, Proceedings of the 31st ACM International Conference on Information & Knowledge Management, October 2022, pages 1532–1541, Atlanta, GA, USA.

  • Vaishnavi Gujjula, Kandappan V.A., Sivaram Ambikasaran, A New Class of Hierarchical Matrices for Elliptic Problems in Higher Dimensions, 2022 SIAM Annual Meeting (AN22), Pittsburgh, Pennsylvania, USA (Hybrid Mode).

  • Kandappan V.A., Vaishnavi Gujjula, Sivaram Ambikasaran, HODLR2D – A new class of Hierarchical Matrices with application to Lippmann Schwinger Equation, 17th Copper Mountain Conference on Iterative Methods, 2022 (Virtual Mode).

  • Vaishnavi Gujjula, Sivaram Ambikasaran, Directional Fast Multipole Method for Oscillatory Kernels using Directional H2 Matrices, 22nd Conference of the International Linear Algebra Society (ILAS), 2019, Rio de Janeiro, Brazil.

  • Vaishnavi Gujjula, Sivaram Ambikasaran, Directional Fast Multipole Method for Oscillatory Kernels using Chebyshev Interpolation and ACA, National Symposium on Mathematics and its Applications (NSMA), 2018, Chennai.

Journals

  • Vaishnavi Gujjula and Sivaram Ambikasaran, Algebraic Inverse Fast Multipole Method: A fast direct solver that is better than HODLR based fast direct solver, Journal of Computational Physics, 497 (2024): 112627.

  • Vaishnavi Gujjula and Sivaram Ambikasaran, A new Directional Algebraic Fast Multipole Method based iterative solver for the Lippmann-Schwinger equation accelerated with HODLR precondition, Communications in Computational Physics 2022, Volume 32, Issue 4.

  • Kandappan, V. A.*, Vaishnavi Gujjula*, and Sivaram Ambikasaran, HODLR3D: Hierarchical matrices for N-body problems in three dimensions, (* Equal Contribution), Numerical Algorithms (2024).

  • Kandappan, V. A., Vaishnavi Gujjula, and Sivaram Ambikasaran, HODLR2D: A new class of hierarchical matrices, SIAM Journal on Scientific Computing, 45.5 (2023): A2382-A2408.

 Staff Contacts
 Staff Campus Location
 RR Campus

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