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Ankith Mohan

Ph.D. Candidate
Virginia Tech
ankithmo@vt.edu


About Me

I am a fifth-yer Ph.D. candidate at Virginia Tech advised by Prof. Jamie Sikora. My research focuses on using techniques from optimization theory and machine learning towards solving problems in quantum computing.

Prior to starting my PhD, I completed my MS at University of Southern California.

Please feel free to reach out to me at ankithmo@vt.edu.

Research Interests

Publications

  1. Quantum heuristics for linear optimization over large separable operators
    Ankith Mohan, Tobias Haug, Kishor Bharti, Jamie Sikora
    PDF

  2. Approximate dynamical quantum error-correcting codes
    Nirupam Basak, Andrew Tanggara, Ankith Mohan, Goutam Paul, Kishor Bharti
    PDF

  3. Quantum state exclusion through offset measurement
    Caleb McIrvin, Ankith Mohan, Jamie Sikora
    Physical Review A 2024
    PDF

  4. InternalInspector I2: Robust Confidence Estimation in LLMs through Internal States
    Mohammad Beigi, Ying Shen, Runing Yang, Zihao Lin, Qifan Wang, Ankith Mohan, Jianfeng He, Ming Jin, Chang-Tien Lu, Lifu Huang
    The 2024 Conference on Empirical Methods in Natural Language Processing (EMNLP)
    PDF

  5. A generalized framework for quantum state discrimination, hybrid algorithms, and the quantum change point problem
    Ankith Mohan, Jamie Sikora, Sarvagya Upadhyay
    PDF

  6. Graph signal recovery using restricted Boltzmann machines
    Ankith Mohan, Aiichiro Nakano, Emilio Ferrara
    Expert Systems with Applications, 2021
    PDF

  7. Boltzmann machine modeling of layered MoS2 synthesis on a quantum annealer
    Jeremy Liu, Ankith Mohan, Rajiv K Kalia, Aiichiro Nakano, Ken-ichi Nomura, Priya Vashishta, Ke-Thia Yao
    Computational Materials Science, 2020
    PDF

  8. Practical social network analysis with python
    PM Krishnaraj, Ankith Mohan, KG Srinivasa
    Springer International Publishing, 2018
    PDF

  9. Performance of procedures for identifying influentials in a social network: prediction of time and memory usage as a function of network properties
    PM Krishnaraj, Ankith Mohan, KG Srinivasa
    Social Network Analysis and Mining, 2017
    PDF

Services

Conference (Sub-)reviewer

Journal Reviewer


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