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Shree Hari Sureshbabu
Shree Hari Sureshbabu
JPMorgan Chase & Co.
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Quantum machine learning for chemistry and physics
M Sajjan, J Li, R Selvarajan, SH Sureshbabu, SS Kale, R Gupta, V Singh, ...
Chemical Society Reviews 51 (15), 6475-6573, 2022
622022
Quantum machine-learning for eigenstate filtration in two-dimensional materials
M Sajjan, SH Sureshbabu, S Kais
Journal of the American Chemical Society 143 (44), 18426-18445, 2021
362021
Implementation of quantum machine learning for electronic structure calculations of periodic systems on quantum computing devices
SH Sureshbabu, M Sajjan, S Oh, S Kais
Journal of Chemical Information and Modeling 61 (6), 2667-2674, 2021
292021
Reinforcement learning for semi-autonomous approximate quantum eigensolver
F Albarrán-Arriagada, JC Retamal, E Solano, L Lamata
Machine Learning: Science and Technology 1 (1), 015002, 2020
252020
The Adjoint Is All You Need: Characterizing Barren Plateaus in Quantum Ans\" atze
E Fontana, D Herman, S Chakrabarti, N Kumar, R Yalovetzky, J Heredge, ...
arXiv preprint arXiv:2309.07902, 2023
202023
Heat-assisted detection and ranging
F Bao, X Wang, SH Sureshbabu, G Sreekumar, L Yang, V Aggarwal, ...
Nature 619 (7971), 743-748, 2023
202023
Introduction of multi-particle Büttiker probes—Bridging the gap between drift diffusion and quantum transport
KC Wang, R Grassi, Y Chu, S Hari Sureshbabu, J Geng, P Sarangapani, ...
Journal of Applied Physics 128 (1), 2020
92020
Parameter setting in quantum approximate optimization of weighted problems
SH Sureshbabu, D Herman, R Shaydulin, J Basso, S Chakrabarti, Y Sun, ...
Quantum 8, 1231, 2024
62024
Quantum computing enhanced machine learning for physico-chemical applications
M Sajjan, J Li, R Selvarajan, SH Sureshbabu, SS Kale, R Gupta, S Kais
arXiv preprint arXiv:2111.00851, 2021
62021
The adjoint is all you need: Characterizing barren plateaus in quantum ansätze (2023)
E Fontana, D Herman, S Chakrabarti, N Kumar, R Yalovetzky, J Heredge, ...
arXiv preprint arXiv:2309.07902, 0
6
Expressive variational quantum circuits provide inherent privacy in federated learning
N Kumar, J Heredge, C Li, S Eloul, SH Sureshbabu, M Pistoia
arXiv preprint arXiv:2309.13002, 2023
42023
Finite-size scaling on a digital quantum simulator using quantum restricted Boltzmann machine
B Khalid, SH Sureshbabu, A Banerjee, S Kais
Frontiers in Physics 10, 915863, 2022
32022
Expressive quantum circuits provide inherent privacy in federated learning
N Kumar, J Heredge, C Li, SH Sureshbabu, S Eloul, M Pistoia
Bulletin of the American Physical Society, 2024
2024
Quantum option pricing via the Karhunen-Lo\{e} ve expansion
A Prakash, Y Sun, S Chakrabarti, C Che, A Dandapani, D Herman, ...
arXiv preprint arXiv:2402.10132, 2024
2024
Classical and Quantum Optimization for Scientific Computation
SH Sureshbabu
Purdue University Graduate School, 2023
2023
Quantum option pricing via the Karhunen-Loève expansion
A Prakash, Y Sun, S Chakrabarti, C Che, A Dandapani, D Herman, ...
JIAICIS
M Sajjan, SH Sureshbabu, S Kais
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