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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SDG 3 Good Health and Well-being -
SDG 7 Affordable and Clean Energy -
SDG 10 Reduced Inequalities -
SDG 11 Sustainable Cities and Communities -
SDG 12 Responsible Consumption and Production
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Collaborations and top research areas from the last five years
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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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Fibroblast-macrophage circuits in the regulation of bone marrow hematopoiesis during steady state, stress responses and tissue regeneration
Honavar, V. G. (PI), Dobbs, D. (CoPI) & Nombela Arrieta, C. C. (PI)
8/15/02 → 12/31/27
Project: Research project
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AI Institute: Planning: Institute for AI-Enabled Materials Discovery, Design, and Synthesis
Honavar, V. G. (PI) & Ddmorgan@wiscedu, D. M. (CoPI)
9/1/20 → 8/31/24
Project: Research project
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EAGER: Interpreting Black-Box Predictive Models Through Causal Attribution
Honavar, V. G. (PI)
8/15/20 → 7/31/24
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 Access115 Link opens in a new tab 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 Access1 Link opens in a new tab Scopus citations -
C-HDNet: A Fast Hyperdimensional Computing Based Method for Causal Effect Estimation from Networked Observational Data
Dalvi, A., Ashtekar, N. & Honavar, V. G., Dec 2025, In: Social Network Analysis and Mining. 15, 1, 97.Research output: Contribution to journal › Review 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
1 Link opens in a new tab Scopus citations