1 code implementation • 17 Aug 2023 • Jackson A. Killian, Manish Jain, Yugang Jia, Jonathan Amar, Erich Huang, Milind Tambe
RMABs are increasingly being used for sensitive decisions such as in public health, treatment scheduling, anti-poaching, and -- the motivation for this work -- digital health.
1 code implementation • 31 Oct 2022 • Abheek Ghosh, Dheeraj Nagaraj, Manish Jain, Milind Tambe
Whittle index policies, which are based on Lagrangian relaxations, are widely used in these settings due to their simplicity and near-optimality under certain conditions.
no code implementations • 30 Jun 2021 • Nikhil Muralidhar, Sathappah Muthiah, Patrick Butler, Manish Jain, Yu Yu, Katy Burne, Weipeng Li, David Jones, Prakash Arunachalam, Hays 'Skip' McCormick, Naren Ramakrishnan
We describe lessons learned from developing and deploying machine learning models at scale across the enterprise in a range of financial analytics applications.
no code implementations • 12 Mar 2021 • Sudipta Kundu, Mit H. Naik, H. R. Krishnamurthy, Manish Jain
Flat bands, well separated in energy, emerge at the band edges for twist angles ($\theta$) near 0$^{\circ}$ and 60$^{\circ}$.
Materials Science
1 code implementation • 2 Sep 2020 • Sudipta Kundu, Satadeep Bhattacharjee, Seung-Cheol Lee, Manish Jain
We formulate Wannier orbital overlap population and Wannier orbital Hamilton population to describe the contribution of different orbitals to electron distribution and their interactions.
Computational Physics Materials Science
no code implementations • 22 Jul 2020 • Abhishek Aggarwal, Saientan Bag, Ravindra Venkatramani, Manish Jain, Prabal K. Maiti
In this study, we compare the charge transport properties of multiple (double stranded) dsRNA sequences with corresponding dsDNA sequences.
Soft Condensed Matter Biological Physics Biomolecules
no code implementations • 18 Dec 2019 • Indrajit Maity, Prabal K. Maiti, H. R. Krishnamurthy, Manish Jain
An important step in understanding the exotic electronic, vibrational, and optical properties of the moir\'{e} lattices is the inclusion of the effects of structural relaxation of the un-relaxed moir\'{e} lattices.
Materials Science
2 code implementations • 3 May 2017 • Mit H. Naik, Manish Jain
Charged point defects in materials are widely studied using Density Functional Theory (DFT) packages with periodic boundary conditions.
Materials Science