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Systematic Improvement of DMC Calculations in Transition Metal Oxides: sCI-Driven Wavefunction Optimization for Reliable Band Gaps

Shin, Hyeondeok; Gasperich, Kevin; Rojas, Tomas; Ngo, Anh T.; Krogel, Jaron T.; Benali, Anouar
DOI: 10.18126/z20s-pg52
Year: 2024

Minimal Molecular Building Blocks for Screening in Quasi-Two-Dimensional Organic–Inorganic Lead Halide Perovskites

McArthur, Jack; Filip, Marina R.; Qiu, Diana Y.
Organizations: MDF Open
DOI: 10.18126/62wr-j188
Year: 2023

Dataset for Cloud Services Enable Efficient AI-Guided Simulation Workflows across Heterogeneous Resources

Ward, Logan; Pauloski, J. Gregory; Hayot-Sasson, Valerie; Chard, Ryan; Babuji, Yadu; Sivaraman, Ganesh; Choudhury, Sutanay; Chard, Kyle; Thakur, Rajeev; Foster, Ian
Organizations: MDF Open
DOI: 10.18126/ld7m-5bb5
Year: 2023

Prognosis of Multivariate Battery State of Performance and Health via Transformers - Data

Paulson, Noah H.; Kubal, Joseph; Babinec, Susan J.
Organizations: MDF Open
DOI: 10.18126/ckt2-g8j2
Year: 2023

GAP-ML model, training and MD dataset for "A Composition-Transferable Machine Learning Potential for LiCl-KCl Molten Salts Validated by HEXRD"

Guo, Jicheng; Ward, Logan; Babuji, Yadu; Hoyt, Nathaniel; Williamson, Mark; Foster, Ian; Jackson, Nicholas; Benmore, Chris; Sivaraman, Ganesh
Organizations: MDF Open
DOI: 10.18126/66pj-gpnr
Year: 2022

First-principles investigation of phase stability in layered NaxCrO2

Kaufman, Jonas L.; Van der Ven, Anton
Organizations: MDF Open
DOI: 10.18126/a1g5-gx7c
Year: 2022

A Gapped Phase in Semimetallic T <sub>d</sub> ‐WTe <sub>2</sub> Induced by Lithium Intercalation

Wang, Mengjing; Kumar, Aakash; Dong, Hao; Woods, John M.; Pondick, Joshua V.; Xu, Shiyu; Hynek, David J.; Guo, Peijun; Qiu, Diana Y.; Cha, Judy J.
Organizations: MDF Open
DOI: 10.18126/p4z6-743i
Year: 2022

Key properties of inorganic thermoelectric materials tables

Freer, Robert; Ekren, Dursun; Ghosh, Tanmoy; Biswas, Kanishka; Qiu, Pengfei; Wan, Shun; Chen, Lidong; Han, Shen; Fu, Chenguang; Zhu, Tiejun; Shawon, A K M Ashiquzzaman; Zevalkink, Alexandra; Imasato, Kazuki; Snyder, G. Jeffrey; Ozen, Melis; Saglik, Kivanc; Aydemir, Umut; Cardoso-Gil, Raúl; Svanidze, E; Funahashi, Ryoji; Powell, Anthony V; Mukherjee, Shriparna; Tippireddy, Sahil; Vaqueiro, Paz; Gascoin, Franck; Kyratsi, Theodora; Sauerschnig, Philipp; Mori, Takao
Organizations: MDF Open
DOI: 10.18126/6129-qtxn
Year: 2022

Dataset for Colmena: Scalable Machine-Learning-Based Steering of Ensemble Simulations for High Performance Computing

Ward, Logan; Sivaraman, Ganesh; Pauloski, J. Gregory; Babuji, Yadu; Chard, Ryan; Dandu, Naveen; Redfern, Paul C.; Assary, Rajeev S.; Chard, Kyle; Curtiss, Larry A.; Thakur, Rajeev; Foster, Ian
Organizations: MDF Open
DOI: 10.18126/bnfu-uk7f
Year: 2021

Untangling How Machines 'Learn' Perovskite Crystallization Chemistry Through Stepwise Data Sample Comparisons

Pendleton, Ian M.; Caucci, Mary K.; Tynes, Michael; Dharna, Aaron; Najeeb, Mansoor Ani; Chan, Emory M.; Norquist, Alexander J.; Schrier, Joshua
Organizations: MDF Open
Year: 2020