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S

Sunil Gupta

Deakin University

23H-index
188Paper Count
2.3KCitation Count
Published Papers 31
Publication Date
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Bayesian Optimisation with Dimensionless Groups: A Synergy of Performance and Fundamental Understanding
errAPPLIED SCIENCES-BASEL
IF2.5
err2025-11-18
err0
errOAAI
errSenadeera, Manisha; Rubin de Celis Leal, David; Rana, Santu; Subianto, Surya; Thompson, Nathan; Gupta, Sunil; Venkatesh, Svetha; Sutti, Alessandra
errShare
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Comparing convolutional neural network and random forest for benthic habitat mapping in Apollo Marine Park
errREMOTE SENSING IN ECOLOGY AND CONSERVATION
IF4.3
err2025-11-01
err0
errOAAI
errSimmons, Henry; Nguyen, Dang; Misiuk, Benjamin; Ierodiaconou, Daniel; Gupta, Sunil; Dalby, Oli; Young, Mary
errShare
errSave
Efficient Symmetry-Aware Materials Generation via Hierarchical Generative Flow Networks
errDigital Discovery
IF5.6
err2025-10-02
err0
errOAAI
errTri Minh Nguyen; Sherif Abdulkader Tawfik; Truyen Tran; Sunil Gupta; Santu Rana; Svetha Venkatesh
errShare
errSave
Impact of chirality on nanotube fracture strain: comprehensive machine learning potential calculations
errNanoscale
IF5.1
err2025-09-20
err0
PREAI
errSherif Abdulkader Tawfik; Tri Minh Nguyen; Truyen Tran; Sunil Gupta; Svetha Venkatesh
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errSave
The search for superionic solid-state electrolytes using a physics-informed generative model
errMater. Horiz.
IF10.7
err2025-08-26
err0
PREAI
errTri Minh Nguyen ‡; Sherif Abdulkader Tawfik ‡; Truyen Tran; Sunil Gupta; Santu Rana; Svetha Venkatesh
errShare
errSave
Unpaired recurrent learning for real-world video de-hazing
errPATTERN RECOGNITION
IF7.6
err2025-05-07
err0
PREAI
errPatil, Prashant W.; Randive, Santosh Nagnath; Gupta, Sunil; Rana, Santu; Venkatesh, Svetha; Murala, Subrahmanyam
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errSave
Accelerated experimental design using a human-AI teaming framework
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2025-04-01
err0
PREAI
errKumar, A. V. Arun; Shilton, Alistair; Gupta, Sunil; Ryan, Shannon; Abdolshah, Majid; Rana, Santu; Berk, Julian; Rashid, Mahad; Venkatesh, Svetha
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errSave
Passive sensing data predicts stress in university students: a supervised machine learning method for digital phenotyping
errFRONTIERS IN PSYCHIATRY
IF3.2
err2024-08-26
err1
errOAAI
errShvetcov, Artur; Kupper, Joost Funke; Zheng, Wu-Yi; Slade, Aimy; Han, Jin; Whitton, Alexis; Spoelma, Michael; Hoon, Leonard; Mouzakis, Kon; Vasa, Rajesh; Gupta, Sunil; Venkatesh, Svetha; Newby, Jill; Christensen, Helen
errShare
errSave
High-Voltage, High Capacity Aluminum-Rich Lithium Cathode Materials: A Bayesian Optimization and First-Principles Study
errACS APPLIED ENERGY MATERIALS
IF5.5
err2024-08-18
err0
PREAI
errTawfik, Sherif Abdulkader; Kumar, A. V. Arun; Rashid, Mahad; Venkatesh, Svetha; Gupta, Sunil
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errSave
Machine learning-based discovery of vibrationally stable materials
errNPJ COMPUTATIONAL MATERIALS
IF11.9
err2023-01-11
err6
errOAAI
errTawfik, Sherif Abdulkader; Rashid, Mahad; Gupta, Sunil; Russo, Salvy P.; Walsh, Tiffany R.; Venkatesh, Svetha
errShare
errSave
Unified Multi-Weather Visibility Restoration
errIEEE TRANSACTIONS ON MULTIMEDIA
IF9.7
err2023-01-01
err2
PREAI
errKulkarni, Ashutosh; Patil, Prashant W.; Murala, Subrahmanyam; Gupta, Sunil
errShare
errSave
Dual-frame spatio-temporal feature modulation for video enhancement
errPATTERN RECOGNITION
IF7.6
err2022-10-01
err8
PREAI
errPatil, Prashant W.; Gupta, Sunil; Rana, Santu; Venkatesh, Svetha
errShare
errSave
Computational design of thermally stable and precipitation-hardened Al-Co-Cr-Fe-Ni-Ti high entropy alloys
errJOURNAL OF ALLOYS AND COMPOUNDS
IF6.3
err2021-12-01
err35
PREAI
errJoseph, J.; Senadeera, M.; Chao, Q.; Shamlaye, K. F.; Rana, S.; Gupta, S.; Venkatesh, S.; Hodgson, P.; Barnett, M.; Fabijanic, D.
errShare
errSave
Adaptive cost-aware Bayesian optimization
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2021-11-01
err15
errOAAI
errPhuc Luong; Dang Nguyen; Gupta, Sunil; Rana, Santu; Venkatesh, Svetha
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errSave
Prescriptive analytics with differential privacy
errINTERNATIONAL JOURNAL OF DATA SCIENCE AND ANALYTICS
IF2.8
err2021-09-22
err3
PREAI
errHarikumar, Haripriya; Rana, Santu; Gupta, Sunil; Nguyen, Thin; Kaimal, Ramachandra; Venkatesh, Svetha
errShare
errSave
Personalized single-cell networks: a framework to predict the response of any gene to any drug for any patient
errBIODATA MINING
IF6.1
err2021-08-05
err1
errOAAI
errHarikumar, Haripriya; Quinn, Thomas P.; Rana, Santu; Gupta, Sunil; Venkatesh, Svetha
errShare
errSave
Coupling machine learning with 3D bioprinting to fast track optimisation of extrusion printing *
errAPPLIED MATERIALS TODAY
IF6.9
err2021-03-01
err98
PREAI
errRuberu, Kalani; Senadeera, Manisha; Rana, Santu; Gupta, Sunil; Chung, Johnson; Yue, Zhilian; Venkatesh, Svetha; Wallace, Gordon
errShare
errSave
An Unified Recurrent Video Object Segmentation Framework for Various Surveillance Environments
errIEEE TRANSACTIONS ON IMAGE PROCESSING
IF13.7
err2021-01-01
err19
PREAI
errPatil, Prashant W.; Dudhane, Akshay; Kulkarni, Ashutosh; Murala, Subrahmanyam; Gonde, Anil Balaji; Gupta, Sunil
errShare
errSave
A scrap-tolerant alloying concept based on high entropy alloys
errACTA MATERIALIA
IF9.3
err2020-11-01
err22
PREAI
errBarnett, M. R.; Senadeera, M.; Fabijanic, D.; Shamlaye, K. F.; Joseph, J.; Kada, S. R.; Rana, S.; Gupta, S.; Venkatesh, S.
errShare
errSave
Fast hyperparameter tuning using Bayesian optimization with directional derivatives
errKNOWLEDGE-BASED SYSTEMS
IF7.6
err2020-10-01
err39
errOAAI
errJoy, Tinu Theckel; Rana, Santu; Gupta, Sunil; Venkatesh, Svetha
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
G
Gordon G. Wallace
H-index: 141 · Papers: 1.6K
H
Helen Christensen
H-index: 140 · Papers: 831
X
Xungai Wang
H-index: 90 · Papers: 867
J
Joselito M. Razal
H-index: 72 · Papers: 282
M
Matthew Barnett
H-index: 72 · Papers: 412
View more