Projects per year
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Dive into the research topics where Computational Sciences & Engineering Div is active. These topic labels come from the works of this organization's members. Together they form a unique fingerprint.
Researcher collaborations from the last five years
Based on publications and projects (not datasets). Dive into details by clicking on the dots or
Profiles
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Experimental-data-informed, machine-learning-enabled benchmarking and development of land carbon cycle in Earth system models
Shi, Z. (PI), Zhou, J. J. (CoPI), Hoffman, F. (CoPI) & Collier, N. (CoPI)
Biological and Environmental Research
09/1/24 → 08/31/27
Project: Research
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Understand and Reduce Uncertainty in E3SM's Land-Atmosphere Feedbacks on Carbon, Water, and Energy in Response to Wildfire Disturbance
Chen, M. (PI), Zhu, Q. (CoPI) & Hoffman, F. (CoPI)
Biological and Environmental Research
09/1/24 → 08/31/27
Project: Research
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An Integrated artificial intelligence and E3SM hierarchal modeling framework for elucidating environmental responses of soil carbon and nutrients dynamics
Song, Y. Y. (PI), Hoffman, F. (CoPI), Collier, N. (CoPI) & Mishra, U. (CoPI)
Biological and Environmental Research
09/1/24 → 08/31/27
Project: Research
Research output
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A critical review on additive manufacturing of refractory alloys from a data analytics perspective- beyond nickel-based superalloys
Kim, D. B., Bajestani, M. S., Karim, M. A., Islam, S., Senkov, O. N., Liaw, P. K., Lim, H., Witherell, P., Lee, Y., Nandwana, P., Fan, X., Jeong, W., Mun, J., Jeon, Y. & Ryu, H. J., 2026, (Accepted/In press) In: Virtual and Physical Prototyping. e2604453.Research output: Contribution to journal › Review article › peer-review
Open Access1 Scopus citations -
Actinium–DOTA coordination in water from hybrid ML/MM: Structure, free energies, and water-exchange pathways
Vant, J., Khan, S., Ngo, V., Bykov, D. & Bhowmik, D., Jun 2026, In: Artificial Intelligence Chemistry. 4, 1, 100125.Research output: Contribution to journal › Article › peer-review
Open Access -
A data-centric approach to detecting and mitigating demographic bias in pediatric mental health text
Ive, J., Bondaronek, P., Yadav, V., Santel, D., Glauser, T., Strawn, J. R., Agasthya, G., Tschida, J., Choo, S., Chandrashekar, M., Kapadia, A. J. & Pestian, J., Dec 2026, In: Communications Medicine. 6, 1, 221.Research output: Contribution to journal › Article › peer-review
Open Access
Prizes
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2021 R&D 100 Award for Precision Deicer
Omitaomu, F. (Recipient), Bhaduri, B. (Recipient), Koch, D. (Recipient), Johnson, C. (Recipient), Reed, K. (Recipient), Garrett, M. (Recipient), Homan, K. (Recipient) & Cadotte, E. (Recipient), 2021
Prize: Honorary award
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2021 R&D 100 Award for QED: Quantum Ensured Defense of the Smart Electric Grid
Alshowkan, M. (Recipient), Evans, P. (Recipient), Peters, N. (Recipient), Newell, R. (Recipient), Safi, C. (Recipient), Tripp, J. L. (Recipient) & Morrison, S. (Recipient), 2021
Prize: Honorary award
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2023 R&D 100 Award for OpeN-AM: A Platform for Operando Neutron Diffraction Measurements of Additive Manufacturing
Plotkowski, A. (Recipient), Fancher, C. (Recipient), Saleeby, K. (Recipient), Haley, J. (Recipient), An, K. (Recipient), Yu, D. (Recipient), Feldhausen, T. (Recipient), Madireddy, G. (Recipient), Lee, Y. (Recipient), Vaughan, J. (Recipient), Babu, S. (Recipient), Heineman, J. (Recipient), Leach, C. (Recipient), Tang, W. (Recipient) & Shyam, A. (Recipient), 2023
Prize: Honorary award
Datasets
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Las Vegas Building Morphology Parameters
Sweet, L. (Creator) & Dumas, M. (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), May 12 2021
DOI: 10.13139/ORNLNCCS/1782482
Dataset
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WRF Output from 270m domain running simulation with no 3D morphology, NUDAPT 3D morphology, 100m resolution 3D morphology and 10m resolution 3D morphology
Dumas, M. (Creator), MultiSector Dynamics – Living, Intuitive, Value-adding, Environment (MSD-LIVE), Sep 21 2023
DOI: 10.57931/2001265
Dataset
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Los Angeles Building Morphology Parameters
Sweet-Breu, L. (Creator) & Dumas, M. (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), Mar 16 2022
DOI: 10.13139/ORNLNCCS/1854856
Dataset