JS
John Sous
cond-mat.str-elcond-mat.supr-concond-mat.quant-gascond-mat.dis-nnquant-phcond-mat.mtrl-scics.LGcond-mat.mes-hallphysics.atom-phcs.AI
On Valency
published · living versionsW_sz2b2m5q·v2 · currentpublished
How Good Are Frontier Models at Physics? Expert Re-Grading Reveals Broken Evaluations and Near-Saturation of Leading Benchmarks
with Ali Ansari, Haoran Sun, Andy Zeyi Liu, Mark Jabbour +46
2 versions
Preprints & journals
46 papers in the corpus · 2014–2026How Good Are Frontier Models at Physics? Expert Re-Grading Reveals Broken Evaluations and Near-Saturation of Leading Benchmarks2609.13009v2 · Ali Ansari, Haoran Sun, Andy Zeyi Liu et al.2026 · 0 citationsarXivon Valency
Semigroup-JEPA: Latent Dynamics Consistency for Zero-Shot Physics Generalization2609.10464v1 · Andy Zeyi Liu, Haoran Sun, Lucas Baker et al.2026 · 0 citationsarXiv
Generalization, memorization, and overfitting for diffusion models trained in the lazy high-dimensional regime2608.23938v1 · Hugo Latourelle-Vigeant, Sinho Chewi, Aram-Alexandre Pooladian et al.2026 · 0 citationsarXiv
Finite-temperature Green's function cluster expansion from thermofield doubles: Breakdown of the polaron picture2608.18267v2 · M. R. Carbone, S. Fomichev, B. Kloss et al.2026 · 0 citationsarXiv
Self-consistent GW theory for superconductivity in SrTiO3 models2607.18757v1 · Zhi-Hao Cui, John Sous, Andrew J. Millis et al.2026 · 0 citationsarXiv
Assign and Add: A Mechanistic Study of Compositional Arithmetic2605.31497v1 · Brady Exoo, Alberto Bietti, John Sous2026 · 0 citationsarXiv
Asymmetric Scaling Laws from Sparse Features2605.23591v1 · John Sous, Michael Winer2026 · 0 citationsarXiv
Bipolaronic High-Temperature Superconductivity from Phonon-Modulated Hopping: A Perspective2605.16625v1 · John Sous2026 · 0 citationsarXiv
Spectral Lens: Activation and Gradient Spectra as Diagnostics of LLM Optimization2605.05683v1 · Andy Zeyi Liu, Elliot Paquette, John Sous2026 · 0 citationsarXiv
Memory Inception: Latent-Space KV Cache Manipulation for Steering LLMs2605.06225v2 · Andy Zeyi Liu, Michael Zhang, Ilana Greenberg et al.2026 · 0 citationsarXiv
Ultrafast electronic coherence from slow phonons2509.06939v1 · Mattia Moroder, Sebastian Paeckel, Matteo Mitrano et al.2025 · 0 citationsarXiv
(Im)possibility of Automated Hallucination Detection in Large Language Models2504.17004v2 · Amin Karbasi, Omar Montasser, John Sous et al.2025 · 0 citationsarXiv
Physics: Benchmarking Foundation Models on University-Level Physics Problem Solving2503.21821v2 · Kaiyue Feng, Yilun Zhao, Yixin Liu et al.2025 · 3 citationsFindings of ACL 2025
Phonon State Tomography of Electron Correlation Dynamics in Optically Excited Solids.39588984 · Moroder, Mattia, Mitrano, Matteo, Schollwöck, Ulrich et al.2024 · 3 citationsNano letters. 2024;24(49):15693-15699
Dynamical control in a prethermalized molecular ultracold plasma: Local dissipation drives global relaxation2406.08433v2 · Ruoxi Wang, Amin Allahverdian, Smilla Colombini et al.2024 · 1 citationPhys. Rev. Research 7, 023140 (2025)
Ultrafast dynamics of a fermion chain in a terahertz field-driven optical cavity2402.12591v1 · Mohsen Yarmohammadi, John Sous, Marin Bukov et al.2024 · 4 citationsPhys. Rev. B 111, L201116 (2025)
Unidirectional Subsystem Symmetry in a Hole-Doped Honeycomb-Lattice Ising Magnet.38242649 · Sanyal, Sambuddha, Wietek, Alexander, Sous, John2024 · 1 citationPhysical review letters. 2024;132(1):016701
Extrapolation of polaron properties to low phonon frequencies by Bayesian machine learning2312.09991v1 · Pranav Kairon, John Sous, Mona Berciu et al.2023 · 3 citationsPhys. Rev. B 109, 144523 (2024)
Weakened Topological Protection of the Quantum Hall Effect in a Cavity.38000420 · Rokaj, Vasil, Wang, Jie, Sous, John et al.2023 · 27 citationsPhysical review letters. 2023;131(19):196602
Cooper-Paired Bipolaronic Superconductors2308.13427v1 · Martin Grundner, Tizian Blatz, John Sous et al.2023 · 1 citationarXiv
Semi-classical theory of bipolaronic superconductivity in a bond-modulated electron-phonon model2308.01961v2 · Kyung-Su Kim, Zhaoyu Han, John Sous2023 · 8 citationsPhys. Rev. B 109, L220502 (2024)
Bipolaronic superconductivity out of a Coulomb gas2210.14236v2 · J. Sous, C. Zhang, M. Berciu et al.2022 · 15 citationsPhys. Rev. B 108, L220502 (2023)
Absence of a BCS-BEC crossover in the cuprate superconductors2210.13478v2 · John Sous, Yu He, Steven A. Kivelson2022 · 18 citationsnpj Quantum Mater. 8, 25 (2023)
The Generalized Green's function Cluster Expansion: A Python package for simulating polarons2210.12260v1 · Matthew R. Carbone, Stepan Fomichev, Andrew J. Millis et al.2022 · 3 citationsJ. Open Source Softw. 8, 5115 (2023)
mm-wave Rydberg-Rydberg transitions gauge intermolecular coupling in a molecular ultracold plasma.35963727 · Wang, R, Sous, J, Aghigh, M et al.2022 · 3 citationsThe Journal of chemical physics. 2022;157(6):064305
The normal state of attractive Fermi gases from coupled-cluster theory2205.09216v1 · James M. Callahan, John Sous, Timothy C. Berkelbach2022 · 1 citationPhys. Rev. A 106, 033303 (2022)
Bipolaronic high-temperature superconductivity2203.07380v5 · C. Zhang, J. Sous, D. R. Reichman et al.2022 · 73 citationsPhys. Rev. X 13, 011010 (2023)
Strongly Correlated Ladders in K-Doped p-Terphenyl Crystals.34761676 · Sous, John, Gadjieva, Natalia A, Nuckolls, Colin et al.2022 · 4 citationsNano letters. 2021;21(22):9573-9579
Phonon-induced disorder in dynamics of optically pumped metals from nonlinear electron-phonon coupling.34608144 · Sous, John, Kloss, Benedikt, Kennes, Dante M et al.2021 · 42 citationsNature communications. 2021;12(1):5803
Bond-Peierls polaron: Moderate mass enhancement and current-carrying ground state2105.12576v3 · Matthew R. Carbone, Andrew J. Millis, David R. Reichman et al.2021 · 24 citationsPhys. Rev. B 104, L140307 (2021)
Numerically Exact Generalized Green's Function Cluster Expansions for Electron-Phonon Problems2103.01972v2 · Matthew R. Carbone, David R. Reichman, John Sous2021 · 18 citationsPhys. Rev. B 104, 035106 (2021)
Fractons from frustration in hole-doped antiferromagnets2009.05577v1 · John Sous, Michael Pretko2020 · 17 citationsnpj Quantum Mater. 5, 81 (2020)
Bipolaron liquids at strong Peierls electron-phonon couplings2008.03304v2 · Alberto Nocera, John Sous, Adrian E. Feiguin et al.2020 · 24 citationsPhys. Rev. B 104, L201109 (2021)
Radio frequency field-induced electron mobility in an ultracold plasma state of arrested relaxation2006.16412v2 · R. Wang, M. Aghigh, K. L. Marroqu'in et al.2020 · 8 citationsPhys. Rev. A 102, 063122 (2020)
Dissipative dynamics of atomic and molecular Rydberg gases: Avalanche to ultracold plasma states of strong coupling1908.07633v1 · M. Aghigh, K. Grant, R. Haenel et al.2019 · 13 citationsJ. Phys. B 53, 074003 (2020)
Rydberg impurity in a Fermi gas: Quantum statistics and rotational blockade1907.07685v1 · John Sous, H. R. Sadeghpour, T. C. Killian et al.2019 · 33 citationsPhys. Rev. Research 2, 023021 (2020)
Fractons from polarons1904.08424v3 · John Sous, Michael Pretko2019 · 36 citationsPhys. Rev. B 102, 214437 (2020)
Extrapolating Quantum Observables with Machine Learning: Inferring Multiple Phase Transitions from Properties of a Single Phase.30608785 · Vargas-Hernández, Rodrigo A, Sous, John, Berciu, Mona et al.2019 · 67 citationsPhysical review letters. 2018;121(25):255702
Light Bipolarons Stabilized by Peierls Electron-Phonon Coupling.30608767 · Sous, John, Chakraborty, Monodeep, Krems, Roman V et al.2019 · 88 citationsPhysical review letters. 2018;121(24):247001
Many-body physics with ultracold plasmas: Quenched randomness and localization1808.07479v2 · John Sous, Edward Grant2018 · 14 citationsNew J. Phys. 21, 043033 (2019)
Exploring universal and non-universal regimes of trimers from three-body interactions in one-dimensional lattices1806.10647v3 · Arthur Christianen, John Sous2018 · 2 citationsPhys. Rev. A 101, 063610 (2020)
Possible Many-Body Localization in a Long-Lived Finite-Temperature Ultracold Quasineutral Molecular Plasma.29601764 · Sous, John, Grant, Edward2018 · 22 citationsPhysical review letters. 2018;120(11):110601
Bipolarons bound by repulsive phonon-mediated interactions1708.06826v2 · John Sous, Mona Berciu, Roman V. Krems2017 · 15 citationsPhys. Rev. A 96, 063619 (2017)
Phonon-mediated repulsion, sharp transitions and (quasi)self-trapping in the extended Peierls-Hubbard model.28446754 · Sous, J, Chakraborty, M, Adolphs, C P J et al.2018 · 25 citationsScientific reports. 2017;7(1):1169
Arrested relaxation in an isolated molecular ultracold plasma1703.01188v3 · R. Haenel, M. Schulz-Weiling, J. Sous et al.2017 · 21 citationsPhys. Rev. A 96, 023613 (2017)
Similarity transformed equation of motion coupled cluster theory revisited: a benchmark study of valence excited states1402.3008v2 · J. Sous, P. Goel, M. Nooijen2014 · 58 citationsMol. Phys. 112, 616 (2014)
Career total: 73 works. 46 are in this corpus.
Profile built from the corpus for this byline.
Author records are still filling in while the Hub is in alpha. If this is your page, you'll be able to claim it soon. Spot a mistake? Tell us.