Projects per year
Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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Center: National Synthesis Center for Emergence in the Molecular and Cellular Sciences
O'Brien, Jr., E. P. (PI) & Honavar, V. G. (CoPI)
5/1/24 → 4/30/29
Project: Research project
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FW-HTF-RL/Collaborative Research: Future of Digital Facility Management (Future of DFM)
Asadi, S. (PI), Honavar, V. G. (CoPI) & Louie, N. K. (CoPI)
11/1/23 → 10/31/27
Project: Research project
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III: Small: Predictive Modeling from High-Dimensional, Sparsely and Irregularly Sampled, Longitudinal Data
Honavar, V. G. (PI)
10/1/22 → 9/30/26
Project: Research project
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Collaborative Research: RESEARCH-PGR: Genetic and environmentally-induced functional variation in the rice RNA structurome
Bevilacqua, P. C. (PI), Assmann, S. M. (CoPI), Honavar, V. G. (CoPI), Ferrero-Serrano, A. (CoPI) & Tack, D. (CoPI)
10/1/21 → 9/30/26
Project: Research project
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A practical guide to machine learning interatomic potentials – Status and future
Jacobs, R., Morgan, D., Attarian, S., Meng, J., Shen, C., Wu, Z., Xie, C. Y., Yang, J. H., Artrith, N., Blaiszik, B., Ceder, G., Choudhary, K., Csanyi, G., Cubuk, E. D., Deng, B., Drautz, R., Fu, X., Godwin, J., Honavar, V. & Isayev, O. & 10 others, , Mar 2025, In: Current Opinion in Solid State and Materials Science. 35, 101214.Research output: Contribution to journal › Review article › peer-review
Open Access36 Scopus citations -
Beyond training data: how elemental features enhance ML-based formation energy predictions
Mahdavi, H., Honavar, V. & Morgan, D., Oct 8 2025, In: Digital Discovery. 4, 10, p. 2972-2982 11 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Checking Consistency of CP-Theory Preferences in Polynomial Time
Rauer, E., Basu, S. & Honavar, V., Apr 11 2025, Special Track on AI Alignment. Walsh, T., Shah, J. & Kolter, Z. (eds.). 14 ed. Association for the Advancement of Artificial Intelligence, p. 15126-15133 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 39, no. 14).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Class Incremental Learning from First Principles: A Review
Ashtekar, N., Zhu, J. & Honavar, V. G., 2025, In: Transactions on Machine Learning Research. 2025Research output: Contribution to journal › Article › peer-review
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DSPO: DIRECT SCORE PREFERENCE OPTIMIZATION FOR DIFFUSION MODEL ALIGNMENT
Zhu, H., Xiao, T. & Honavar, V. G., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 97212-97233 22 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution