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S

Svetha Venkatesh

Deakin University

59H-index
935Paper Count
2.1WCitation Count
Published Papers 117
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
errSave
The Stability and Electronic Structure of Anti-MXenes
errThe Journal of Physical Chemistry C
IF3.2
err2025-11-04
err0
PREAI
errLinh La; Salvy P. Russo; Truyen Tran; Svetha Venkatesh; Sherif Abdulkader Tawfik
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
errShare
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
errShare
errSave
Accelerated Discovery of Solid-State Electrolytes Using Bayesian Optimization
errJOURNAL OF PHYSICAL CHEMISTRY C
IF3.2
err2025-03-01
err0
PREAI
errTawfik, Sherif Abdulkader; Berk, Julian; Walsh, Tiffany R.; Rana, Santu; Venkatesh, Svetha
errShare
errSave
Applications of Large Language Models in the Field of Suicide Prevention: Scoping Review
errJOURNAL OF MEDICAL INTERNET RESEARCH
IF6
err2025-01-23
err0
errOAAI
errHolmes, Glenn; Tang, Biya; Gupta, Sunil; Venkatesh, Svetha; Christensen, Helen; Whitton, Alexis
errShare
errSave
Recruiting Young People for Digital Mental Health Research: Lessons From an AI-Driven Adaptive Trial
errJOURNAL OF MEDICAL INTERNET RESEARCH
IF6
err2025-01-14
err0
errOAAI
errZheng, Wu Yi; Shvetcov, Artur; Slade, Aimy; Jenkins, Zoe; Hoon, Leonard; Whitton, Alexis; Logothetis, Rena; Ravindra, Smrithi; Kurniawan, Stefanus; Gupta, Sunil; Huckvale, Kit; Stech, Eileen; Agarwal, Akash; Kupper, Joost Funke; Cameron, Stuart; Rosenberg, Jodie; Manoglou, Nicholas; Senadeera, Manisha; Venkatesh, Svetha; Mouzakis, Kon; Vasa, Rajesh; Christensen, Helen; Newby, Jill M.
errShare
errSave
The Lancet Commission on self-harm
errLANCET
IF88.5
err2024-10-01
err2
PREAI
errMoran, Paul; Chandler, Amy; Dudgeon, Pat; Kirtley, Olivia J.; Knipe, Duleeka; Pirkis, Jane; Sinyor, Mark; Allister, Rosie; Ansloos, Jeffrey; Ball, Melanie A.; Chan, Lai Fong; Darwin, Leilani; Derry, Kate L.; Hawton, Keith; Heney, Veronica; Hetrick, Sarah; Li, Ang; Machado, Daiane B.; Mcallister, Emma; Mcdaid, David; Mehra, Ishita; Niederkrotenthaler, Thomas; Nock, Matthew K.; O'Keefe, Victoria M.; Oquendo, Maria A.; Osafo, Joseph; Patel, Vikram; Pathare, Soumitra; Peltier, Shanna; Roberts, Tessa; Robinson, Jo; Shand, Fiona; Stirling, Fiona; Stoor, Jon P. A.; Swingler, Natasha; Turecki, Gustavo; Venkatesh, Svetha; Waitoki, Waikaremoana; Wright, Michael; Yip, Paul S. F.; Spoelma, Michael J.; Kapur, Navneet; O'Connor, Rory C.; Christensen, Helen
errShare
errSave
Adaptive optimisation of explosive reactive armour for protection against kinetic energy and shaped charge threats
errDEFENCE TECHNOLOGY
IF5.9
err2024-10-01
err2
errOAAI
errMoldtmann, Philipp; Berk, Julian; Ryan, Shannon; Klavzar, Andreas; Limido, Jerome; Lange, Christopher; Rana, Santu; Venkatesh, Svetha
errShare
errSave
Machine learning-generated compression modulus database for 3D printing of gelatin methacryloyl
errINTERNATIONAL JOURNAL OF BIOPRINTING
IF6
err2024-09-20
err0
errOAAI
errChen, Shiue-Luen; Senadeera, Manisha; Ruberu, Kalani; Chung, Johnson; Rana, Santu; Venkatesh, Svetha; Chen, Chong-You; Chen, Guan-Yu; Wallace, Gordon
errShare
errSave
Injection, detection and repair of aesthetics in home movies
err2005 IEEE INTERNATIONAL CONFERENCE ON MULTIMEDIA AND EXPO (ICME), VOLS 1 AND 2
IF0
err2024-09-07
err0
errOAAI
errAdams, B; Venkatesh, S
errShare
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
errShare
errSave
Learning evolving relations for multivariate time series forecasting
errAPPLIED INTELLIGENCE
IF3.5
err2024-03-15
err3
errOAAI
errNguyen-Thai, Binh; Le, Vuong; Tieu, Ngoc-Dung T.; Tran, Truyen; Venkatesh, Svetha; Ramzan, Naeem
errShare
errSave
Machine learning for predicting the outcome of terminal ballistics events
errDEFENCE TECHNOLOGY
IF5.9
err2024-01-01
err7
errOAAI
errRyan, Shannon; Sushma, Neeraj Mohan; Kumar, A. V. Arun; Berk, Julian; Hashem, Tahrima; Rana, Santu; Venkatesh, Svetha
errShare
errSave
Embedding material graphs using the electron-ion potential: application to material fracture
errDIGITAL DISCOVERY
IF5.6
err2024-01-01
err2
errOAAI
errTawfik, Sherif Abdulkader; Nguyen, Tri Minh; Russo, Salvy P.; Tran, Truyen; Gupta, Sunil; Venkatesh, Svetha
errShare
errSave
Balanced Q-learning: Combining the influence of optimistic and pessimistic targets
errartificial intelligence review
IF4.6
err2023-12-01
err4
errOAAI
errKarimpanal, Thommen George; Le, Hung; Abdolshah, Majid; Rana, Santu; Gupta, Sunil; Tran, Truyen; Venkatesh, Svetha
errShare
errSave
Machine learning identifies a COVID-19-specific phenotype in university students using a mental health app
errINTERNET INTERVENTIONS-THE APPLICATION OF INFORMATION TECHNOLOGY IN MENTAL AND BEHAVIOURAL HEALTH
IF4.1
err2023-12-01
err5
errOAAI
errShvetcov, Artur; Whitton, Alexis; Kasturi, Suranga; Zheng, Wu-Yi; Beames, Joanne; Ibrahim, Omar; Han, Jin; Hoon, Leonard; Mouzakis, Kon; Gupta, Sunil; Venkatesh, Svetha; Christensen, Helen; Newby, Jill
errShare
errSave

Research Directions

No research directions
Co-authors
Cooperation Journals
M
Michael Berk
H-index: 155 · Papers: 2.2K
V
Vikram Patel
H-index: 145 · Papers: 1.0K
G
Gordon G. Wallace
H-index: 141 · Papers: 1.6K
H
Helen Christensen
H-index: 140 · Papers: 831
M
Marion Leboyer
H-index: 130 · Papers: 1.2K
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