Projects per year
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Dive into the research topics where Multiscale Materials 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
Projects
- 4 Active
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First principles multiphase modeling of mesoscale gas transport in porous reactive systems
Barisik, M. M. (PI), Ranjan, R. R. (CoPI), Sankaran, R. (CoPI) & Irle, S. S. (CoPI)
08/15/23 → 08/14/26
Project: Research
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High-Fidelity Numerical Simulations of Turbulent Combustion — Fundamental Science Towards Predictive Models
Smith, P. J. (CoPI), Chen, J. H. (PI), Sankaran, R. (CoPI), Hawkes, E. R. (CoPI), Yoo, C. S. (CoPI) & Lignell, D. D. (CoPI)
01/1/07 → …
Project: Research
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Statistical Physics of Fracture: Scientific Discovery through High-Performance Computing
Nukala, P. K. V. V. (PI) & Simunovic, S. (CoPI)
01/1/07 → …
Project: Research
Research output
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Control Lyapunov barrier function-based predictive control of nonlinear systems using physics-informed recurrent neural networks
Alhajeri, M. S., Abdullah, F. & Christofides, P. D., Feb 1 2026, In: Chemical Engineering Science. 321, 122695.Research output: Contribution to journal › Article › peer-review
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Theory and numerics of subspace approximation of eigenvalue problems
Cheung, S. W., Choi, Y., Chung, S. W., Fattebert, J. L., Kendrick, C. & Osei-Kuffuor, D., Feb 15 2026, In: Applied Mathematics and Computation. 511, 129722.Research output: Contribution to journal › Article › peer-review
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Analysis and Mitigation of Cascading Failures Using a Stochastic Interaction Graph With Eigen-Analysis
Guo, Z., Su, X., Sun, K., Park, B. & Simunovic, S., 2025, In: IEEE Transactions on Power Systems. 40, 2, p. 1675-1685 11 p.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations
Prizes
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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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WaterTAP 0.3 Release
Atia, A. (Creator), Knueven, B. (Creator), Beattie, K. (Creator), Bianchi, L. (Creator), Gunter, D. (Creator), Ladshaw, A. P. (Creator), Lee, A. (Creator), Amusat, O. (Creator), Allen, J. (Creator), Allu, S. (Creator), Drouven, M. (Creator), Young, E. (Creator) & Bartholomew, T. (Creator), NETL's Energy Data eXchange (EDX), Dec 23 2021
DOI: 10.18141/2336707
Dataset: Software
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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
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Prediction of microstructure formation in laser powder bed fusion process.
Yuan, L. (Creator), Sabau, A. (Creator) & Fattebert, J.-L. (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), Feb 23 2024
Dataset