Avirup Dasgupta

About Avirup Dasgupta

Avirup Dasgupta, With an exceptional h-index of 19 and a recent h-index of 17 (since 2020), a distinguished researcher at Indian Institute of Technology Roorkee, specializes in the field of Compact modeling, Semiconductor devices.

His recent articles reflect a diverse array of research interests and contributions to the field:

Investigation of negative differential resistance in metal-edge-contact MoS2 field effect transistor

Artificial Neural Networks With Fast Transfer Learning for Statistical Signal Integrity Analysis of MWCNT and MLGNR Interconnect Networks

A New Insight into the Saturation Phenomenon in Nanosheet Transistor: A Device Optimization Perspective

Prior Knowledge Accelerated Transfer Learning (PKI-TL) for Machine Learning Assisted Uncertainty Quantification of MLGNR Interconnect Networks

Fast Multi-ANN Composite Models for Repeater Optimization in Presence of Parametric Uncertainty for on-Chip Hybrid Copper-Graphene Interconnects

Modified Knowledge Based Neural Networks Using Control Variates for the Fast Uncertainty Quantification of On-Chip MWCNT Interconnects

Deep Learning Based Fast BSIM-CMG Parameter Extraction for General Input Dataset

Theoretical Insights of the Photocatalytic and Hydrogen Storage Ability of Two-dimensional (2D) MoSe2 (MX2) and MoSSe (MXY)(X= Se, Y= S) ML using DFT Study

Avirup Dasgupta Information

University

Position

___

Citations(all)

1023

Citations(since 2020)

823

Cited By

438

hIndex(all)

19

hIndex(since 2020)

17

i10Index(all)

26

i10Index(since 2020)

23

Email

University Profile Page

Indian Institute of Technology Roorkee

Google Scholar

View Google Scholar Profile

Avirup Dasgupta Skills & Research Interests

Compact modeling

Semiconductor devices

Top articles of Avirup Dasgupta

Title

Journal

Author(s)

Publication Date

Investigation of negative differential resistance in metal-edge-contact MoS2 field effect transistor

Colloids and Surfaces A: Physicochemical and Engineering Aspects

Nam-Suk Lee

Hoon-Kyu Shin

Young-Soo Kwon

2006/11/15

Artificial Neural Networks With Fast Transfer Learning for Statistical Signal Integrity Analysis of MWCNT and MLGNR Interconnect Networks

IEEE Transactions on Electromagnetic Compatibility

Surila Guglani

Asha Kumari Jakhar

Km Dimple

Ankit Sukhija

Avirup Dasgupta

...

2024/2/12

A New Insight into the Saturation Phenomenon in Nanosheet Transistor: A Device Optimization Perspective

Shashank Banchhor

Navjeet Bagga

Nitanshu Chauhan

S Manikandan

Avirup Dasgupta

...

2023/3/7

Prior Knowledge Accelerated Transfer Learning (PKI-TL) for Machine Learning Assisted Uncertainty Quantification of MLGNR Interconnect Networks

Asha Kumari Jakhar

Surila Guglani

Avirup Dasgupta

Sourajeet Roy

2023/10/15

Fast Multi-ANN Composite Models for Repeater Optimization in Presence of Parametric Uncertainty for on-Chip Hybrid Copper-Graphene Interconnects

IEEE Access

Suyash Kushwaha

Avirup Dasgupta

Sourajeet Roy

Rohit Sharma

2023/11/20

Modified Knowledge Based Neural Networks Using Control Variates for the Fast Uncertainty Quantification of On-Chip MWCNT Interconnects

IEEE Transactions on Electromagnetic Compatibility

Km Dimple

Surila Guglani

Avirup Dasgupta

Rohit Sharma

Sourajeet Roy

...

2023

Deep Learning Based Fast BSIM-CMG Parameter Extraction for General Input Dataset

IEEE Transactions on Electron Devices

Aasim Ashai

Aakash Jadhav

Amit Kumar Behra

Sourajeet Roy

Avirup Dasgupta

...

2023/7

Theoretical Insights of the Photocatalytic and Hydrogen Storage Ability of Two-dimensional (2D) MoSe2 (MX2) and MoSSe (MXY)(X= Se, Y= S) ML using DFT Study

IEEE Sensors Journal

Neha Mishra

Prabhat Ranjan

Avirup Dasgupta

Bramha P Pandey

Santosh Kumar

...

2023/10/26

A Deep Learning Space Mapping based Enhancement of Compact Models for Accurate Prediction of Trapping in GaN HEMTs from DC to mm-Wave Frequency

M. Yusuf

Smriti Sing

Biplab Sarkar

Avirup Dasgupta

Sourajeet Roy

2023/6

A Compact Model of Perpendicular Spin-Transfer-Torque Magnetic Tunnel Junction

IEEE Transactions on Electron Devices

Chien-Ting Tung

Avirup Dasgupta

Harshit Agarwal

Sayeef Salahuddin

Chenming Hu

2023/10

Machine learning augmented compact modeling for simultaneous improvement in computational speed and accuracy

IEEE Transactions on Electron Devices

Kumar Sheelvardhan

Surila Guglani

M Ehteshamuddin

Sourajeet Roy

Avirup Dasgupta

2023/3/9

Compact Modeling of Parasitic Capacitances in GAAFETs for Advanced Technology Nodes

IEEE Journal of the Electron Devices Society

Swapna Sarker

Abhishek Kumar

Mohammad Ehteshamuddin

Avirup Dasgupta

2023/9/18

Machine Learning-Assisted Multiobjective Optimization of Advanced Node Gate-All-Around Transistor for Logic and RF Applications

IEEE Transactions on Electron Devices

M Ehteshamuddin

Kumar Sheelvardhan

Abhishek Kumar

Surila Guglani

Sourajeet Roy

...

2023/12/27

Variability Aware FET Model with Physics Knowledge Based Machine Learning

Kumar Sheelvardhan

Surila Guglani

M Ehteshamuddin

Sourajeet Roy

Avirup Dasgupta

2023/3/7

Universal Compact Model of Flicker Noise in Ferroelectric Logic and Memory Transistors

IEEE Transactions on Electron Devices

Abhishek Kumar

Mohammad Ehteshamuddin

Amol Gaidhane

Anand Bulusu

Shruti Mehrotra

...

2023/9

Noise-Aware Uncertainty Quantification of MLGNR Interconnects using Fast Trained Artificial Neural Networks

Asha Kumari Jakhar

Surila Guglani

Avirup Dasgupta

Sourajeet Roy

2023/12/12

Analysis of 1/f and G-R Noise in Phosphorene FETs

Journal of Solid State Electronics

Adhithan Pon

Mohammad Ehteshamuddin

Kumar Sheelvardhan

Avirup Dasgupta

2022

Investigating the Infrared Absorption and Optoelectronic Properties of Mn-Doped MoSe2 ML by Adsorption of NOx Gas Molecules

IEEE Sensors Journal

Neha Mishra

Bramha P Pandey

Dharmendra Kumar

Vinay K Tomar

A Dasgupta

...

2022/11/3

A Transfer Learning Approach to Expedite Training of Artificial Neural Networks for Variability-Aware Signal Integrity Analysis of MWCNT Interconnects

Surila Guglani

Km Dimple

Avirup Dasgupta

Rohit Sharma

Brajesh Kumar Kaushik

...

2022

Impact of corner rounding on quantum confinement in GAA nanosheet FETs for advanced technology nodes

Anirban Kar

Swapna Sarker

Avirup Dasgupta

Yogesh Singh Chauhan

2022/6/26

See List of Professors in Avirup Dasgupta University(Indian Institute of Technology Roorkee)

Co-Authors

H-index: 144
chenming hu

chenming hu

University of California, Berkeley

H-index: 49
Sudip Ghosh

Sudip Ghosh

Indian Institute of Technology Kanpur

H-index: 41
Yogesh S. Chauhan

Yogesh S. Chauhan

Indian Institute of Technology Kanpur

H-index: 40
Amit Agarwal

Amit Agarwal

Indian Institute of Technology Kanpur

H-index: 31
sourabh khandelwal

sourabh khandelwal

University of California, Berkeley

H-index: 29
Juan Pablo Duarte Sepulveda

Juan Pablo Duarte Sepulveda

University of California, Berkeley

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