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Niraj Aryal
Brookhaven National Laboratory, Florida State University, Jawaharlal Nehru University
Research areas: Physics and Astronomy · Condensed Matter Physics · Topological Materials and Phenomena · 2D Materials and Applications · Advanced Condensed Matter Physics
0000-0002-0968-6809
Employment
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Brookhaven National Laboratory Assistant Scientist2022 - Present
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Brookhaven National Laboratory Research Associate2019 - 2022
Education
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Florida State University Ph.D.2013 - 2019
- 2010 - 2012
Projects & Funding
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Hunting for topological skyrmions and exotic spin structures in quantum materials using deep neural network Brookhaven National Laboratory2023 - 2025
Publications (40)
- Data-efficient surrogate modeling of spectral functions using Gaussian processes: An application to the t−t′−t″−J model Save
- Local Symmetry Breaking and Correlated Fluctuations in Quantum Materials from Atomistic Foundation Models Save
- Local Symmetry Breaking and Two-Stage Phase Transition in RuP Uncovered by a Fine-Tuned Atomistic Foundation Model Save
- Machine learning approach for vibronically renormalized electronic band structures Save
- Data-efficient surrogate modeling of spectral functions using Gaussian processes: An application to the $t$-$t'$-$t''$-$J$ model Save
- Active learning Gaussian process classification for mapping multidimensional phase diagram Save
- Origin of metal-insulator transitions in the parent compounds of ruthenium-pnictide superconductors Save
- Origin of light-induced metastability in ZrTe5 Save
- Electronic structure and magnetic and transport properties of antiferromagnetic Weyl semimetal GdAlSi Save
- Machine learning approach for vibronically renormalized electronic band structures Save
- Fluctuating Ru trimer precursor to a two-stage electronic transition in RuP Save
- Topological antiferromagnetic semimetal for spintronics: A case study of a layered square-net system EuZnSb2 Save
- Robust and tunable Weyl phases by coherent infrared phonons in ZrTe5 Save
- Robust and tunable Weyl phases by coherent infrared phonons in ZrTe$_5$ Save
- Topological Phase Transition and Phonon-Space Dirac Topology Surfaces in ZrTe5 Save
- Experimental Observation and Spin Texture of Dirac Node Arcs in Tetradymite Topological Metals Save
- Photoinduced anisotropic lattice dynamic response and domain formation in thermoelectric SnSe Save
- Robust and tunable Weyl phases by coherent infrared phonons in ZrTe5 Save
- Role of electron correlations in some Weyl systems Save
- Bulk Fermi surfaces of the Dirac type-II semimetallic candidate NiTe2 Save