Ananya Sen Gupta

Ananya Sen Gupta

University of Iowa

H-index: 12

North America-United States

About Ananya Sen Gupta

Ananya Sen Gupta, With an exceptional h-index of 12 and a recent h-index of 10 (since 2020), a distinguished researcher at University of Iowa, specializes in the field of Signal Processing, Optimization, Acoustics, Chemometrics, Marine Sciences.

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

Analysis of braid manifolds using uniform manifold approximation and projection

Sonar Target Response Feature Extraction Using Neighbourhood Component Analysis

Sonar feature representation with autoencoders and generative adversarial networks

Employing Geometric Proxies in Dynamic Human Features for Supervised Feature Extraction in Sonar Signal Processing

Comparison of manifold representations of sonar data

Autonomous Reaction Wheel Magnetic Signature Detection Against Background Noise in Spacecrafts

Using acoustic signals for demonstrating key signal processing and communication systems concepts

The electric and magnetic fields instrument suite and integrated science (EMFISIS): Science, data, and usage best practices

Ananya Sen Gupta Information

University

Position

___

Citations(all)

767

Citations(since 2020)

546

Cited By

355

hIndex(all)

12

hIndex(since 2020)

10

i10Index(all)

17

i10Index(since 2020)

10

Email

University Profile Page

University of Iowa

Google Scholar

View Google Scholar Profile

Ananya Sen Gupta Skills & Research Interests

Signal Processing

Optimization

Acoustics

Chemometrics

Marine Sciences

Top articles of Ananya Sen Gupta

Title

Journal

Author(s)

Publication Date

Analysis of braid manifolds using uniform manifold approximation and projection

The Journal of the Acoustical Society of America

Andrew J Christensen

Ananya Sen Gupta

Ivars Kirsteins

2023/3/1

Sonar Target Response Feature Extraction Using Neighbourhood Component Analysis

Andrew Christensen

Ananya Sen Gupta

Ivars Kirsteins

2023/9/25

Sonar feature representation with autoencoders and generative adversarial networks

The Journal of the Acoustical Society of America

Timothy Linhardt

Ananya Sen Gupta

2023/3/1

Employing Geometric Proxies in Dynamic Human Features for Supervised Feature Extraction in Sonar Signal Processing

Ananya Sen Gupta

Andrew Christensen

Subhajit Das

Ivars Kirsteins

2023/9/25

Comparison of manifold representations of sonar data

The Journal of the Acoustical Society of America

Bernice Kubicek

Ananya Sen Gupta

Ivars Kirsteins

2023/3/1

Autonomous Reaction Wheel Magnetic Signature Detection Against Background Noise in Spacecrafts

IEEE sensors letters

Ananya Sen Gupta

David Miles

2023/8/24

Using acoustic signals for demonstrating key signal processing and communication systems concepts

The Journal of the Acoustical Society of America

Ananya Sen Gupta

2023/3/1

The electric and magnetic fields instrument suite and integrated science (EMFISIS): Science, data, and usage best practices

CA Kletzing

J Bortnik

G Hospodarsky

WS Kurth

O Santolik

...

2023/6

Feature extraction and classification of simulated monostatic acoustic echoes from spherical targets of various materials using convolutional neural networks

Journal of marine science and engineering

Bernice Kubicek

Ananya Sen Gupta

Ivars Kirsteins

2023/3/7

Orthogonal Time Frequency Space Modulation: Analysis in Noisy Underwater Acoustic Channels

Deeksha Varshney

Monika Agrawal

Ananya Sen Gupta

2023/12/13

Refining the metavariables of convolutional autoencoders for better performance on littoral acoustic backscattering data

The Journal of the Acoustical Society of America

Timothy Linhardt

Ananya Sen Gupta

2022/10/1

Canonical correlation analysis as a feature extraction method to classify active sonar targets with shallow neural networks

The Journal of the Acoustical Society of America

Bernice Kubicek

Ananya Sen Gupta

Ivars Kirsteins

2022/11/1

Sonar target feature representation using temporal graph networks

The Journal of the Acoustical Society of America

Andrew J Christensen

Ananya Sen Gupta

Ivars Kirsteins

2022/4/1

Reference equations for evaluation of spirometry function tests in South Asia, and among South Asians living in other countries

European Respiratory Journal

Wei Yee Leong

Ananya Gupta

Mehedi Hasan

Sara Mahmood

Samreen Siddiqui

...

2022/12/1

Recent results in shallow water acoustic channel estimation and equalization

The Journal of the Acoustical Society of America

Ananya Sen Gupta

Nathan Kofron

Eva Riherd

2022/10/1

Sonar acoustic feature interpretation using braid manifolds

The Journal of the Acoustical Society of America

Ananya Sen Gupta

Bernice Kubicek

Andrew J Christensen

Timothy Linhardt

Ivars Kirsteins

2022/4/1

Constellation Ready Magnetometer–A nanosatellite fluxgate gradiometer payload with spacecraft noise mitigation

AGU Fall Meeting Abstracts

David Miles

Ananya Sengupta

Richard T Dvorsky

Kenton Greene

Matthew Finley

...

2022/12

Feature Engineering and Classification of Elastic Waves from Partial Wave Simulations of Active Sonar Targets

Betnice Kubicek

Ananya Sen Gupta

Ivars Kirsteins

2022/10/17

Graph representation learning on braid manifolds

The Journal of the Acoustical Society of America

Andrew J Christensen

Ananya Sen Gupta

Ivars Kirsteins

2022/10/1

Estimation and interpretation of multipath channel activity using braiding techniques

The Journal of the Acoustical Society of America

Ryan A McCarthy

Ananya Sen Gupta

Madison Kemerling

2022/4/1

See List of Professors in Ananya Sen Gupta University(University of Iowa)

Co-Authors

H-index: 61
Zhi-Pei Liang

Zhi-Pei Liang

University of Illinois at Urbana-Champaign

H-index: 51
David L. Valentine

David L. Valentine

University of California, Santa Barbara

H-index: 40
Andrew C. Singer

Andrew C. Singer

University of Illinois at Urbana-Champaign

H-index: 29
Gail Rosen

Gail Rosen

Drexel University

H-index: 28
Anubha Gupta

Anubha Gupta

Indraprastha Institute of Information Technology

H-index: 24
Kelly K. Baker

Kelly K. Baker

University of Iowa

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