MM
Matija Medvidović
quant-phcond-mat.dis-nnphysics.chem-phphysics.comp-phcond-mat.str-elcond-mat.mtrl-scics.LGcond-mat.stat-mech
On Valency
published · living versionsW_rcj5gvn7·v2 · currentpublished
Multipole splats for optimized and inverted effective potentials
with Angel Rubio, Juan Carrasquilla
2 versions
Preprints & journals
14 papers in the corpus · 2020–2026Scaling Density Functional Theory with Gaussian Splatting2609.31483v1 · Andr'es Guzm'an-Cordero, Cindy Zhang, Majdi Hassan et al.2026 · 0 citationsarXiv
Multipole splats for optimized and inverted effective potentials2609.09280v2 · Matija Medvidovi'c, Angel Rubio, Juan Carrasquilla2026 · 0 citationsarXivon Valency
Neural network quantum states in the grand canonical ensemble2605.07779v1 · Anton Hul, Matija Medvidovi'c, Juan Carrasquilla2026 · 0 citationsarXiv
Adiabatic transport of neural network quantum states2510.15030v2 · Matija Medvidovi'c, Alev Orfi, Juan Carrasquilla et al.2025 · 0 citationsPRX Intelligence 1, 013020 (2026)
Neural network distillation of orbital dependent density functional theory2410.16408v2 · Matija Medvidovi'c, Jaylyn C. Umana, Iman Ahmadabadi et al.2024 · 0 citationsM. Medvidovi\'c, J. C. Umana, I. Ahmadabadi, D. Di Sante, J. Flick, and A. Rubio, Neural network distillation of orbital dependent density functional theory, Phys. Rev. Research 7, 023113 (2025)
Machine learning-based compression of quantum many body physics: PCA and autoencoder representation of the vertex function2403.15372v1 · Jiawei Zang, Matija Medvidovi'c, Dominik Kiese et al.2024 · 4 citationsarXiv
Compressing the two-particle Green's function using wavelets: Theory and application to the Hubbard atom2402.13030v2 · Emin Moghadas, Nikolaus Drager, Alessandro Toschi et al.2024 · 6 citationsEur. Phys. J. Plus 139, 700 (2024)
Neural-network quantum states for many-body physics2402.11014v2 · Matija Medvidovi'c, Javier Robledo Moreno2024 · 45 citationsEur. Phys. J. Plus 139, 631 (2024)
GradDFT. A software library for machine learning enhanced density functional theory.38349624 · M Casares, Pablo A, Baker, Jack S, Medvidović, Matija et al.2024 · 19 citationsThe Journal of chemical physics. 2024;160(6)
Variational quantum dynamics of two-dimensional rotor models2212.11289v2 · Matija Medvidovi'c, Dries Sels2022 · 19 citationsMedvidovi\'c, M. & Sels, D. (2023). Variational Quantum Dynamics of Two-Dimensional Rotor Models. PRX Quantum, 4(4), 040302
Deep Learning the Functional Renormalization Group.36206431 · Di Sante, Domenico, Medvidović, Matija, Toschi, Alessandro et al.2022 · 23 citationsPhysical review letters. 2022;129(13):136402
Fast quantum circuit cutting with randomized measurements2207.14734v2 · Angus Lowe, Matija Medvidovi'c, Anthony Hayes et al.2022 · 68 citationsQuantum 7, 934 (2023)
Generative models for sampling of lattice field theories2012.01442v2 · Matija Medvidovic, Juan Carrasquilla, Lauren E. Hayward et al.2020 · 6 citationsarXiv
Classical variational simulation of the Quantum Approximate Optimization Algorithm2009.01760v3 · Matija Medvidovic, Giuseppe Carleo2020 · 80 citationsMedvidovi\'c, M., Carleo, G. Classical variational simulation of the Quantum Approximate Optimization Algorithm. npj Quantum Inf 7, 101 (2021)
Career total: 23 works. 14 are in this corpus.
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