| High-throughput DFT-based discovery of next generation two-dimensional (2D) superconductors D Wines, K Choudhary, AJ Biacchi, KF Garrity, F Tavazza Nano letters 23 (3), 969-978, 2023 | 64 | 2023 |
| Inverse design of next-generation superconductors using data-driven deep generative models D Wines, T Xie, K Choudhary The Journal of Physical Chemistry Letters 14 (29), 6630-6638, 2023 | 56 | 2023 |
| Tuneable structure and magnetic properties in Fe3− xVxGe alloys R Mahat, KC Shambhu, D Wines, F Ersan, S Regmi, U Karki, R White, ... Journal of Alloys and Compounds 830, 154403, 2020 | 40 | 2020 |
| Positive and Negative Photoconductivity in Monolayer MoS2 as a Function of Physisorbed Oxygen JK Gustafson, D Wines, E Gulian, C Ataca, LM Hayden The Journal of Physical Chemistry C 125 (16), 8712-8718, 2021 | 39 | 2021 |
| Engineering the electronic, thermoelectric, and excitonic properties of two-dimensional group-III nitrides through alloying for optoelectronic devices (B1–x Al x N, Al1–x Ga x … D Wines, F Ersan, C Ataca ACS Applied Materials & Interfaces 12 (41), 46416-46428, 2020 | 39 | 2020 |
| Electronic properties of bare and functionalized two-dimensional (2D) tellurene structures D Wines, JA Kropp, G Chaney, F Ersan, C Ataca Physical Chemistry Chemical Physics 22 (12), 6727-6737, 2020 | 38 | 2020 |
| A first-principles Quantum Monte Carlo study of two-dimensional (2D) GaSe D Wines, K Saritas, C Ataca The Journal of Chemical Physics 153 (15), 2020 | 37 | 2020 |
| JARVIS-Leaderboard: a large scale benchmark of materials design methods K Choudhary, D Wines, K Li, KF Garrity, V Gupta, AH Romero, JT Krogel, ... npj Computational Materials 10 (1), 93, 2024 | 33 | 2024 |
| Systematic DFT+U and Quantum Monte Carlo Benchmark of Magnetic Two-Dimensional (2D) CrX3 (X = I, Br, Cl, F) D Wines, K Choudhary, F Tavazza The Journal of Physical Chemistry C 127 (2), 1176-1188, 2023 | 32 | 2023 |
| Recent progress in the JARVIS infrastructure for next-generation data-driven materials design D Wines, R Gurunathan, KF Garrity, B DeCost, AJ Biacchi, F Tavazza, ... Applied Physics Reviews 10 (4), 2023 | 29 | 2023 |
| Influence of Cr-substitution on the structural, magnetic, electron transport, and mechanical properties of Fe3− xCrxGe Heusler alloys R Mahat, KC Shambhu, D Wines, S Regmi, U Karki, Z Li, F Ersan, JY Law, ... Journal of Magnetism and Magnetic Materials 521, 167398, 2021 | 27 | 2021 |
| Chips-ff: Evaluating universal machine learning force fields for material properties D Wines, K Choudhary ACS Materials Letters 7 (6), 2105-2114, 2025 | 23 | 2025 |
| Abnormal phase transition and band renormalization of guanidinium-based organic–inorganic hybrid perovskite H Li, D Wines, B Chen, K Yumigeta, YM Sayyad, J Kopaszek, S Yang, ... ACS Applied Materials & Interfaces 13 (37), 44964-44971, 2021 | 22 | 2021 |
| Hybrid-LLM-GNN: integrating large language models and graph neural networks for enhanced materials property prediction Y Li, V Gupta, MNT Kilic, K Choudhary, D Wines, W Liao, A Choudhary, ... Digital Discovery 4 (2), 376-383, 2025 | 21 | 2025 |
| A Quantum Monte Carlo Study of the Structural, Energetic, and Magnetic Properties of Two-Dimensional H and T Phase VSe2 D Wines, J Tiihonen, K Saritas, JT Krogel, C Ataca The journal of physical chemistry letters 14 (14), 3553-3560, 2023 | 17 | 2023 |
| A pathway toward high-throughput quantum Monte Carlo simulations for alloys: A case study of two-dimensional (2D) GaSxSe1− x D Wines, K Saritas, C Ataca The Journal of Chemical Physics 155 (19), 2021 | 13 | 2021 |
| Data-driven design of high pressure hydride superconductors using DFT and deep learning D Wines, K Choudhary Materials futures 3 (2), 025602, 2024 | 12 | 2024 |
| Large scale benchmark of materials design methods K Choudhary, D Wines, K Li, KF Garrity, V Gupta, AH Romero, JT Krogel, ... arXiv e-prints, arXiv: 2306.11688, 2023 | 12 | 2023 |
| Intrinsic Ferromagnetism of Two-Dimensional (2D) MnO2 Revisited: A Many-Body Quantum Monte Carlo and DFT+U Study D Wines, K Saritas, C Ataca The Journal of Physical Chemistry C 126 (13), 5813-5821, 2022 | 12 | 2022 |
| JARVIS-Leaderboard: a large scale benchmark of materials design methods npj Comput K Choudhary, D Wines, K Li, KF Garrity, V Gupta, AH Romero, JT Krogel, ... Mater 10, 1-17, 2024 | 8 | 2024 |
Can ATACAAssociate ProfessorVerified email at umbc.edu
