Numerical Algorithms and Tensor Learning Laboratory

Ratikanta Behera

Lab Members

Current Lab Members

Himanshu Pandey
Mr. Himanshu Pandey
Ph. D. student (July 2022 -Till today)
Email: phimanshu[at]iisc.ac.in
Research Area: Scientific Machine Learning
More details: CV Homepage
Deepak Gupta
Mr. Deepak Gupta
Ph. D. student (July 2023-Till today)
Email: deepakgupta1[at]iisc.ac.in
Research Area: Quantum Machine Learning
More details: More details: CV Homepage
Subham Patel
Mr. Subham Patel
Ph. D. student (July 2023-Till today)
Email: subhampatel[at]iisc.ac.in
Research Area: Scientific Machine Learning
More details: More details: CV Homepage
Meet Thakkar
Mr. Meet Thakkar
Ph. D. student (August 2024-Till today)
Email: meetjsthakkar@gmail.com
Research Area: Scientific Machine Learning
More details: CV Homepage
Aneesh Panchal
Mr. Aneesh Panchal
Ph.D. student (August 2024-Till today)
Email: aneeshp[at]iisc.ac.in
Research Area: Scientific Machine Learning
More details: CV Homepage
Shubham Ghodake
Mr. Shubham Ghodake
Ph.D. student (August 2024-Till today)
Email: sgshubham@iisc.ac.in
Research Area: Neural Networks
More details: CV Homepage
Moksha Pathak
Moksha Pathak
Ph. D. student (July 2026-Till today)
Email: mpathak@iisc.ac.in
Research Area: Scientific Machine Learning
More details: CV Homepage
Anushka Mahajan
Anushka Mahajan
MTech. (Res) student (July 2026-Till today)
Email: maolk@iisc.ac.in
Research Area: Scientific Machine Learning
More details: CV Homepage
Rohan Kumar Biswal
Mr. Rohan Kumar Biswal
MTech student (July 2025 - Till today)
Email: rohanbiswal@iisc.ac.in
More details: CV Homepage
Neha Bhadala
Dr. Neha Bhadala
Project Associate/Post-Doc (January 2025 - Till today)
Email: nehabhadala@iisc.ac.in
Research Area: Numerical Linear Algebra
More details: CV Homepage
Tishha Agrawal
Tishha Agrawal
MTech. Student (July 2025-Till today)
Email: tishhaa@iisc.ac.in
Research Area: Scientific Machine Learning
More details: CV Homepage
Maitreyi Tiwari
Maitreyi Tiwari
MTech Student (July 2025 -Till today)
Email: maitreyit@iisc.ac.in
More details: More details: CV Homepage

Alumni

PhD Students
  • Biswarup Karmakar
    Dr. Biswarup Karmakar (July 2022-June 2026)
    Email: biswarupk@iisc.ac.in
    Thesis Title: Tensor Generalized Inverses and Low-Rank Representation with Applications
M.Tech. Course Students
  • KD
    Mr. Karthik D V (August 2024 to June 2026)
    Wavelet-enhanced neural networks for interface problems
  • AD
    Mr. Aditya Devputra (August 2024 to June 2026)
    Design and applications of Tensor-based hypergraph neural networks
  • SJ
    Mr. Shubham Jangr (August 2023 to June 2025)
    Discrete Wavelet based Physics Informed Neural Networks for Multiscale and High Frequency Problems
  • AA
    Mr. Ahatisham Hussain Ansari (August 2023 to June 2025)
    High-Performance GPU-Accelerated Tensor Completion for Colored Video Data
  • TN
    Mr. Tarun Nayak (August 2022 to June 2024)
    Efficient and Robust Tensor Singular Value Decomposition using Randomized Algorithms
  • MS
    Mr. Mohit Singhal (August 2022 to June 2024)
    Automated Table Detection and Data Extraction from Documents Using Large Language Models with Parameters Mapping
  • MM
    Mr. Mukul Mehar (August 2022 to June 2024)
    Option Pricing Using Physics-Informed Neural Networks
  • RK
    Mr. Rushikesh Rajendra Khilare (August 2021 to June 2023)
    Recurrent neural network for time varying tensor equations and its applications
Project/Research Associates/Post-Doc
  • SS
    Dr. Sudarshan Santra (October 2022 to May 2025)
    Research Area: Scientific Computing and Machine Learning
    Homepage
  • AS
    Dr. Anshima Singh (January 2024 to October 2024)
    Research Area: Scientific Computing and Machine Learning
    Homepage
  • KP
    Dr. Krushnachandra Panigrahy (June 2023 to July 2024)
    Research Area: Tensor Computations and Applications
    Homepage