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Santu Rana

indian institute of technology system (iit system)

25H-index
243Paper Count
3.7KCitation Count
Published Papers 37
Publication Date
Bayesian Optimisation with Dimensionless Groups: A Synergy of Performance and Fundamental Understanding
err2025-11-18
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errOAAI
errSenadeera, Manisha; Rubin de Celis Leal, David; Rana, Santu; Subianto, Surya; Thompson, Nathan; Gupta, Sunil; Venkatesh, Svetha; Sutti, Alessandra
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Efficient Symmetry-Aware Materials Generation via Hierarchical Generative Flow Networks
err2025-10-02
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errOAAI
errTri Minh Nguyen; Sherif Abdulkader Tawfik; Truyen Tran; Sunil Gupta; Santu Rana; Svetha Venkatesh
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The search for superionic solid-state electrolytes using a physics-informed generative model
err2025-08-26
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PREAI
errTri Minh Nguyen ‡; Sherif Abdulkader Tawfik ‡; Truyen Tran; Sunil Gupta; Santu Rana; Svetha Venkatesh
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Unpaired recurrent learning for real-world video de-hazing
err2025-05-07
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PREAI
errPatil, Prashant W.; Randive, Santosh Nagnath; Gupta, Sunil; Rana, Santu; Venkatesh, Svetha; Murala, Subrahmanyam
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Accelerated Discovery of Solid-State Electrolytes Using Bayesian Optimization
err2025-03-01
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PREAI
errTawfik, Sherif Abdulkader; Berk, Julian; Walsh, Tiffany R.; Rana, Santu; Venkatesh, Svetha
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Adaptive optimisation of explosive reactive armour for protection against kinetic energy and shaped charge threats
err2024-10-01
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errOAAI
errMoldtmann, Philipp; Berk, Julian; Ryan, Shannon; Klavzar, Andreas; Limido, Jerome; Lange, Christopher; Rana, Santu; Venkatesh, Svetha
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Machine learning-generated compression modulus database for 3D printing of gelatin methacryloyl
err2024-09-20
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errOAAI
errChen, Shiue-Luen; Senadeera, Manisha; Ruberu, Kalani; Chung, Johnson; Rana, Santu; Venkatesh, Svetha; Chen, Chong-You; Chen, Guan-Yu; Wallace, Gordon
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Machine learning for predicting the outcome of terminal ballistics events
err2024-01-01
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errOAAI
errRyan, Shannon; Sushma, Neeraj Mohan; Kumar, A. V. Arun; Berk, Julian; Hashem, Tahrima; Rana, Santu; Venkatesh, Svetha
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Balanced Q-learning: Combining the influence of optimistic and pessimistic targets
err2023-12-01
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errOAAI
errKarimpanal, Thommen George; Le, Hung; Abdolshah, Majid; Rana, Santu; Gupta, Sunil; Tran, Truyen; Venkatesh, Svetha
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The application of machine learning in micrometeoroid and orbital debris impact protection and risk assessment for spacecraft
err2023-11-01
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errOAAI
errRyan, Shannon; Sushma, Neeraj Mohan; Le, Hung; Kumar, A. V. Arun; Berk, Julian; Nguyen, T. M.; Rana, Santu; Kandanaarachchi, Sevvandi; Venkatesh, Svetha
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Comparative Assessment of Docking Programs for Docking and Virtual Screening of Ribosomal Oxazolidinone Antibacterial Agents
err2023-02-24
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errOAAI
errBuckley, McKenna E.; Ndukwe, Audrey R. N.; Nair, Pramod C.; Rana, Santu; Fairfull-Smith, Kathryn E.; Gandhi, Neha S.
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Dual-frame spatio-temporal feature modulation for video enhancement
err2022-10-01
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PREAI
errPatil, Prashant W.; Gupta, Sunil; Rana, Santu; Venkatesh, Svetha
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Verification of integrity of deployed deep learning models using Bayesian Optimization
err2022-04-01
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PREAI
errGupta, Sunil; Nguyen, Dang; Rana, Santu; Venkatesh, Svetha; Kuttichira, Deepthi Praveenlal
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Computational design of thermally stable and precipitation-hardened Al-Co-Cr-Fe-Ni-Ti high entropy alloys
err2021-12-01
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PREAI
errJoseph, J.; Senadeera, M.; Chao, Q.; Shamlaye, K. F.; Rana, S.; Gupta, S.; Venkatesh, S.; Hodgson, P.; Barnett, M.; Fabijanic, D.
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Adaptive cost-aware Bayesian optimization
err2021-11-01
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errOAAI
errPhuc Luong; Dang Nguyen; Gupta, Sunil; Rana, Santu; Venkatesh, Svetha
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Prescriptive analytics with differential privacy
err2021-09-22
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PREAI
errHarikumar, Haripriya; Rana, Santu; Gupta, Sunil; Nguyen, Thin; Kaimal, Ramachandra; Venkatesh, Svetha
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Personalized single-cell networks: a framework to predict the response of any gene to any drug for any patient
err2021-08-05
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errOAAI
errHarikumar, Haripriya; Quinn, Thomas P.; Rana, Santu; Gupta, Sunil; Venkatesh, Svetha
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