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
- 3 Active
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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
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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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Large Scale Simulations of Fracture in Disordered Media: Statistical Physics of Fracture
Nukala, P. K. V. V. (PI) & Simunovic, S. (CoPI)
01/1/06 → …
Project: Research
Research output
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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
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A tutorial review of machine learning-based model predictive control methods
Wu, Z., Christofides, P. D., Wu, W., Wang, Y., Abdullah, F., Alnajdi, A. & Kadakia, Y., May 1 2025, In: Reviews in Chemical Engineering. 41, 4, p. 359-400 42 p.Research output: Contribution to journal › Review article › peer-review
1 Scopus citations -
Autonomous direct freeform fabrication strategy for multi-axis additive manufacturing
Xiao, X., Lee, Y. & Feldhausen, T., Apr 2025, In: International Journal of Advanced Manufacturing Technology. 137, 7, p. 3525-3539 15 p.Research output: Contribution to journal › Article › peer-review
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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muMatScale
Yuan, L. (Creator), Fattebert, J.-L. (Creator) & Sabau, A. (Creator), GitHub, Aug 3 2023
DOI: 10.11578/dc.20240112.2, https://github.com/lang-yuan/muMatScale
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), Constellation by Oak Ridge Leadership Computing Facility (OLCF), Nov 1 2024
Dataset
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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