Overview
Education/Academic qualification
Comp-Computer Science & Engineering, Doctorate Degree
Fingerprint
- 1 Similar Profiles
-
Comparing Llama-2 and GPT-3 LLMs for HPC Kernels Generation
Valero-Lara, P., Huante, A., Al Lail, M., Godoy, W. F., Teranishi, K., Balaprakash, P. & Vetter, J. S., 2026, Languages and Compilers for Parallel Computing - 36th International Workshop, LCPC 2023, Revised Selected Papers. Dietz, H. (ed.). Springer Science and Business Media Deutschland GmbH, p. 20-32 13 p. (Lecture Notes in Computer Science; vol. 14480 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
-
Leveraging AI for Productive and Trustworthy HPC Software: Challenges and Research Directions
Teranishi, K., Menon, H., Godoy, W. F., Balaprakash, P., Bau, D., Ben-Nun, T., Bhatele, A., Franchetti, F., Franusich, M., Gamblin, T., Georgakoudis, G., Goldstein, T., Guha, A., Hahn, S. E., Iancu, C., Jin, Z., Jones, T., Low, T. M., Mankad, H. & Miniskar, N. R. & 8 others, , 2026, High Performance Computing - ISC High Performance 2025 International Workshops, Revised Selected Papers. Neuwirth, S., Paul, A. K., Weinzierl, T. & Carson, E. C. (eds.). Springer Science and Business Media Deutschland GmbH, p. 615-625 11 p. (Lecture Notes in Computer Science; vol. 16091 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Modelling the dynamics of learning continually with graph neural networks
Raghavan, K. & Balaprakash, P., Aug 2026, In: Physica D: Nonlinear Phenomena. 492, 135207.Research output: Contribution to journal › Article › peer-review
-
Scalable Federated Learning for Scientific Foundation Models on Leadership-Class Systems
Kotevska, O., Nguyen, T., Da Silva, R. F., Engelmann, C. & Balaprakash, P., Apr 28 2026, EuroMLSys 2026 - Proceedings of the 2026 the 6th European Workshop on Machine Learning and Systems. Association for Computing Machinery, Inc, p. 439-446 8 p. (EuroMLSys 2026 - Proceedings of the 2026 the 6th European Workshop on Machine Learning and Systems).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
-
Sequence length scaling in vision transformers for scientific images on frontier
Tsaris, A., Zhang, C., Wang, X., Yin, J., Liu, S., Ashfaq, M., Fan, M., Choi, J. Y., Wahib, M., Lu, D., Balaprakash, P. & Wang, F., May 1 2026, In: International Journal of High Performance Computing Applications. 40, 3, p. 273-290 18 p.Research output: Contribution to journal › Article › peer-review
Datasets
-
HydraGNN_Predictive_GFM_2024 - Ensemble of predictive graph foundation models for ground state atomistic materials modeling
Lupo Pasini, M. (Creator), Choi, J. Y. (Creator), Mehta, K. (Creator), Zhang, P. (Creator), Rogers, D. (Creator), Bae, J. (Creator), Ibrahim, K. (Creator), Aji, A. (Creator), Schulz, K. W. (Creator), Polo, J. (Creator) & Balaprakash, P. (Creator), Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States). Oak Ridge Leadership Computing Facility (OLCF); Oak Ridge National Laboratory (ORNL), Oak Ridge, TN (United States), Nov 1 2024
Dataset