Joshua H. Davis, Daniel Nichols, Ishan Khillan, A. Bhatele. ParEval-Repo: A Benchmark Suite for Evaluating LLMs with Repository-level HPC Translation Tasks. ICPP 2025.
A. Chaturvedi*, D. Nichols*, S. Singh, A. Bhatele. HPC-Coder-V2: Studying Code LLMs Across Low-Resource Parallel Languages. ISC 2025.
K. Teranishi, H. Menon, W. F Godoy, P. Balaprakash, D. Bau, T. Ben-Nun, A. Bhatele, F. Franchetti, M. Franusich, T. Gamblin, G. Georgakoudis, T. Goldstein, A. Guha, S. Hahn, C. Iancu, Z. Jin, T. Jones, T. Meng Low, H. Mankad, N. Rao Miniskar, M. Alaul Haque Monil, D. Nichols, K. Parasyris, S. Pophale, P. Valero-Lara, J. S Vetter, S. Williams, A. Young. Leveraging AI for Productive and Trustworthy HPC Software: Challenges and Research Directions. ISCW 2025.
S. Pyda, D. Nichols A. Bhatele. The Shortcomings of Code LLMs in Modeling Code Properties. LLM4Code 2025.
D. Nichols, H. Menon, T. Gamblin, A. Bhatele. A Probabilistic Approach To Selecting Build Configurations in Package Managers. SC 2024.
A. Dey, A. Dhakal, T. Islam, JS. Yeom, T. Patki, D. Nichols, A. Movsesyan, A. Bhatele. Relative Performance Prediction Using Few-Shot Learning. COMPSAC 2024.
D. Nichols, J. H. Davis, Z. Xie, A. Rajaram, A. Bhatele. Can Large Language Models Write Parallel Code?. HPDC 2024.
D. Nichols, A. Marathe, H. Menon, T. Gamblin, A. Bhatele. ISC 2024.
D. Nichols, P. Polasam, H. Menon, A. Marathe, T. Gamblin, A. Bhatele. Performance-Aligned LLMs for Generating Fast Code. arXiv. cs.DC. 2404.18864. 2024.
H. Menon∗, D. Nichols∗, A. Bhatele, T. Gamblin. Learning to Predict and Improve Build Successes in Package Ecosystems. MSR 2024. * Authors contributed equally.
D. Nichols, A. Movsesyan, J-S Yeom, D. Milroy, T. Patki, A. Sarkar, A. Bhatele. Predicting Cross-Architecture Performance of Parallel Programs. IPDPS 2024.
J. H. Davis, J. Shafner, D. Nichols, N. Grube, P. Martin, A. Bhatele. IPDPS. 2023.
D. Nichols, S. Singh, S.-H. Lin, A. Bhatele. arXiv [cs.LG]. 2022.
D. Nichols, A. Marathe, K. Shoga, T. Gamblin, A. Bhatele. IPDPS. 2022.
R. Archibald, E. Chow, E. D’Azevedo, J. Dongarra, M. Eisenbach, R. Febbo, F. Lopez, D. Nichols, S. Tomov, K. Wong, and J. Yin. SMC. 2020.
F. Betancourt, K. Wong, E. Asemota, Q. Marshall, D. Nichols, and S. Tomov. PEARC. 2019.
D. Nichols, K. Wong, S. Tomov, L. Ng, S. Chen, and A. Gessinger. PEARC. 2019.
D. Nichols, N.-S. Tomov, F. Betancourt, S. Tomov, K. Wong, en J. Dongarra. ISC. 2019.