DW
Daniel Wines
cond-mat.mtrl-scicond-mat.str-eldensity functional theory2D materialscond-mat.supr-conhigh-throughputmaterials discoveryphysics.comp-ph2D magnets2D superconductivity
On Valency
published · living versionsW_gdbs8br9·v1 · currentpublished
Strain-Induced Interfacial Bond Evolution and Facet-dependent Strain Response of Electronic Properties in Oxidized Silicon Nanowires
with Yasir Mahmood, Viviana Dovale-Farelo, Kamal Choudhary, Lucas M Hale
1 version
Preprints & journals
20 papers in the corpus · 2020–2026Strain-Induced Interfacial Bond Evolution and Facet-dependent Strain Response of Electronic Properties in Oxidized Silicon Nanowires2610.28967v1 · Yasir Mahmood, Daniel Wines, Viviana Dovale-Farelo et al.2026 · 0 citationsarXivon Valency
Machine Learning for Predicting Magnetization from X-ray Diffraction of Iron Oxide Nanoparticles Using Simple Physics-Based Data Generation2512.13909v1 · Frank M. Abel, Paige Burke, Daniel Wines et al.2025 · 0 citationsarXiv
Probing Magnetic Properties of RuO Heterostructures Through the Ferromagnetic Layer2508.15004v1 · Frank M. Abel, Subhash Bhatt, Shelby S. Fields et al.2025 · 0 citationsarXiv
CHIPS-FF: Evaluating Universal Machine Learning Force Fields for Material Properties.40475806 · Wines, Daniel, Choudhary, Kamal2026 · 26 citationsACS materials letters. 2025;7(6):2105-2114
Quantum Monte Carlo and Density Functional Theory Study of Strain and Magnetism in 2D 1T-VSe2 with Charge Density Wave States.40053912 · Wines, Daniel, Ibrahim, Akram, Gudibandla, Nishwanth et al.2025 · 10 citationsACS nano. 2025;19(10):9925-9935
Toward improved property prediction of 2D materials using many-body quantum Monte Carlo methods2406.02753v2 · Daniel Wines, Jeonghwan Ahn, Anouar Benali et al.2024 · 11 citationsarXiv
Data-driven Design of High Pressure Hydride Superconductors using DFT and Deep Learning.38841205 · Wines, Daniel, Choudhary, Kamal2026 · 19 citationsMaterials futures. 2024;3(2)
Modeling Chemical Exfoliation of Non-van der Waals Chromium Sulfides by Machine Learning Interatomic Potentials and Monte Carlo Simulations2308.05163v2 · Akram Ibrahim, Daniel Wines, Can Ataca2023 · 5 citationsarXiv
Inverse Design of Next-Generation Superconductors Using Data-Driven Deep Generative Models.37462366 · Wines, Daniel, Xie, Tian, Choudhary, Kamal2023 · 55 citationsThe journal of physical chemistry letters. 2023;14(29):6630-6638
JARVIS-Leaderboard: A Large Scale Benchmark of Materials Design Methods2306.11688v2 · Kamal Choudhary, Daniel Wines, Kangming Li et al.2023 · 66 citationsarXiv
Recent progress in the JARVIS infrastructure for next-generation data-driven materials design2305.11842v2 · Daniel Wines, Ramya Gurunathan, Kevin F. Garrity et al.2023 · 38 citationsAppl. Phys. Rev. 10, 041302 (2023)
A Quantum Monte Carlo Study of the Structural, Energetic, and Magnetic Properties of Two-Dimensional H and T Phase VSe2.37017431 · Wines, Daniel, Tiihonen, Juha, Saritas, Kayahan et al.2023 · 16 citationsThe journal of physical chemistry letters. 2023;14(14):3553-3560
High-Throughput DFT-Based Discovery of Next Generation Two-Dimensional (2D) Superconductors.36715314 · Wines, Daniel, Choudhary, Kamal, Biacchi, Adam J et al.2023 · 63 citationsNano letters. 2023;23(3):969-978
Systematic DFT+U and Quantum Monte Carlo Benchmark of Magnetic Two-Dimensional (2D) CrX3 (X = I, Br, Cl, F).36727030 · Wines, Daniel, Choudhary, Kamal, Tavazza, Francesca2026 · 34 citationsThe journal of physical chemistry. C, Nanomaterials and interfaces. 2023;127(2)
The intrinsic ferromagnetism of two-dimensional (2D) MnO revisited: A many-body Quantum Monte Carlo and DFT+U study2112.11579v2 · Daniel Wines, Kayahan Saritas, Can Ataca2021 · 17 citationsarXiv
A pathway toward high-throughput quantum Monte Carlo simulations for alloys: A case study of two-dimensional (2D) GaSxSe1-x.34800964 · Wines, Daniel, Saritas, Kayahan, Ataca, Can2021 · 11 citationsThe Journal of chemical physics. 2021;155(19):194112
Abnormal Phase Transition and Band Renormalization of Guanidinium-Based Organic-Inorganic Hybrid Perovskite.34519195 · Li, Han, Wines, Daniel, Chen, Bin et al.2021 · 20 citationsACS applied materials & interfaces. 2021;13(37):44964-44971
Engineering the Electronic, Thermoelectric, and Excitonic Properties of Two-Dimensional Group-III Nitrides through Alloying for Optoelectronic Devices (B1-xAlxN, Al1-xGaxN, and Ga1-xInxN).32942852 · Wines, Daniel, Ersan, Fatih, Ataca, Can2020 · 39 citationsACS applied materials & interfaces. 2020;12(41):46416-46428
A first-principles Quantum Monte Carlo study of two-dimensional (2D) GaSe2007.13969v2 · Daniel Wines, Kayahan Saritas, Can Ataca2020 · 42 citationsJ. Chem. Phys. 153, 154704 (2020)
Electronic properties of bare and functionalized two-dimensional (2D) tellurene structures.32166303 · Wines, Daniel, Kropp, Jaron A, Chaney, Gracie et al.2020 · 39 citationsPhysical chemistry chemical physics : PCCP. 2020;22(12):6727-6737
Career total: 60 works. 20 are in this corpus.
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