Tanmoy Pramanik

Mr. Tanmoy Pramanik

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Research Focus & Metrics

Academic Career Length

11Years (2016-Present)

(Calculated once Scilit publication data is synced: current year − year of first publication + 1)

Representative Publications

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29 March 2016 in arXiv
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URUrmimala Roy
Urmimala Roy
TPTanmoy Pramanik
Tanmoy Pramanik
LRLeonard F. Register
Leonard F. Register
SBSanjay K. Banerjee
Sanjay K. Banerjee
Spin-transfer-torque random access memory (STT-RAM) is a promising candidate for the next-generation of random-access-memory due to improved scalability, read-write speeds and endurance. However, the write pulse duration must be long enough to ensure a low write error rate (WER), the probability that a bit will remain unswitched after the write pulse is turned off, in the presence of stochastic thermal effects. WERs on the scale of 10$^{-9}$ or lower are desired. Within a macrospin approximation, WERs can be calculated analytically using the Fokker-Planck method to this point and beyond. However, dynamic micromagnetic effects within the bit can affect and lead to faster switching. Such micromagnetic effects can be addressed via numerical solution of the stochastic Landau-Lifshitz-Gilbert-Slonczewski (LLGS) equation. However, determining WERs approaching 10$^{-9}$ would require well over 10$^{9}$ such independent simulations, which is infeasible. In this work, we explore calculation of WER using "rare event enhancement" (REE), an approach that has been used for Monte Carlo simulation of other systems where rare events nevertheless remain important. Using a prototype REE approach tailored to the STT-RAM switching physics, we demonstrate reliable calculation of a WER to 10$^{-9}$ with sets of only approximately 10$^{3}$ ongoing stochastic LLGS simulations, and the apparent ability to go further.

9 May 2017 in arXiv
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TPTanmoy Pramanik
Tanmoy Pramanik
ARAnupam Roy
Anupam Roy
RDRik Dey
Rik Dey
ARAmritesh Rai
Amritesh Rai
SGSamaresh Guchhait
Samaresh Guchhait
SBSanjay K Banerjee
Sanjay K Banerjee
We investigate magnetic anisotropy and magnetization reversal mechanism in chromium telluride thin films grown by molecular beam epitaxy. We report existence of strong perpendicular anisotropy in these thin films, along with a relatively strong second order anisotropy contribution. The angular variation of the switching field observed from the magnetoresistance measurement is explained quantitatively using a one-dimensional defect model. The model reveals the relative roles of nucleation and pinning in the magnetization reversal, depending on the applied field orientation. Micromagnetic simulations are performed to visualize the domain structure and switching process.