Publications

Read the latest papers published by our research teams.

  1. Variational Monte Carlo calculations of A≤4 nuclei with an artificial neural-network correlator ansatz

    Phys. Rev. Lett., arxiv:2007.14282, April 13, 2021

    Corey Adams, Giuseppe Carleo, Alessandro Lovato, and Noemi Rocco

  2. deepregression: a Flexible Neural Network Framework for Semi-Structured Deep Distributional Regression

    arxiv:2104.02705, April 6, 2021

    David Rügamer, Ruolin Shen, Christina Bukas, Dominik Thalmeier, Nadja Klein, Chris Kolb, et al.

  3. Classification of Magnetohydrodynamic Simulations Using Wavelet Scattering Transforms

    APJ, arXiv:2010.11963, April 5, 2021

    Andrew K. Saydjari, et al.

  4. Comment on “Stepped pressure profile equilibria in cylindrical plasmas via partial Taylor relaxation” [J. Plasma Physics (2006), vol. 72, part 6, pp. 1167–1171]

    Journal of Plasma Physics, 2021

    Yuanfan Wang, Dhairya Malhotra, and Antoine J. Cerfon

  5. Ensuring scientific reproducibility in bio-macromolecular modeling via extensive, automated benchmarks

    bioRxiv 2021.04.04.438423, April 5, 2021

    Julia Koehler Leman, et al.

  6. Constrained non-negative matrix factorization enabling real-time insights of in situ and high-throughput experiments

    arXiv:2104.00864v1, April 2, 2021

    M. Maffettone, Aiden Daly, and D. Olds

  7. An Implicit Finite Volume Scheme to Solve the Time-dependent Radiation Transport Equation Based on Discrete Ordinates

    APJS, arXiv:2102.02212, April 1, 2021

    Yan-Fei Jiang

  8. Comparison of Full-Reference Image Quality Models for Optimization of Image Processing Systems

    International Journal of Computer Vision, arxiv:https://arxiv.org/pdf/2005.01338.pdf, April 1, 2021

    Keyan Ding, Kede Ma, Shiqi Wang, and Eero P. Simoncelli

  9. Fast periodic Gaussian density fitting by range separation

    arxiv:2102.02989, April 1, 2021

    Hong-Zhou Ye and Timothy C. Berkelbach

  10. Stellar Evolution in AGN Disks

    The Astrophysical Journal, March 30, 2021

    Matteo Cantiello, Adam Jermyn, and D. N. C. Lin

  11. A biologically plausible neural network for multi-channel Canonical Correlation Analysis

    MIT Direct, 2021

    David Lipshutz, Yanis Bahroun, Siavash Golkar, Anirvan M. Sengupta, and Dmitri B. Chklovskii

  12. Fast computation of latent correlations

    Journal of Computational and Graphical Statistics, arxiv:2006.13875, March 29, 2021

    Grace Yoon, Christian Müller, and Irina Gaynanova

  13. Tracking the Footprints of Spin Fluctuations: A Multi-Method, Multi-Messenger Study of the Two-Dimensional Hubbard Model

    Phys. Rev. X, arxiv:2006.10769, 2021

    Thomas Schäfer, Nils Wentzell, Fedor Šimkovic IV, Yuan-Yao He, Cornelia Hille, Marcel Klett, et al.

  14. A Gravitational-wave Measurement of the Hubble Constant Following the Second Observing Run of Advanced LIGO and Virgo

    APJ, arXiv:1908.06060, March 19, 2021

    The LIGO Scientific Collaboration, et al.

  15. EMPress Enables Tree-Guided, Interactive, and Exploratory Analyses of Multi-omic Data Sets

    mSystems, March 16, 2021

    K. Cantrell, et al.

  16. The Atacama Cosmology Telescope: Combined kinematic and thermal Sunyaev-Zel'dovich measurements from BOSS CMASS and LOWZ halos

    PRD, arXiv:2009.05557, March 15, 2021

    Emmanuel Schaan, et al.

  17. The Atacama Cosmology Telescope: Modeling the Gas Thermodynamics in BOSS CMASS galaxies from Kinematic and Thermal Sunyaev-Zel'dovich Measurements

    PRD, arXiv:2009.05558, March 15, 2021

    Stefania Amodeo, et al.

  18. Planckian Metal at a Doping-Induced Quantum Critical Point

    arXiv:2103.08607, 2021

    Philipp T. Dumitrescu, Nils Wentzell, Antoine Georges, and Olivier Parcollet

  19. More data or more parameters? Investigating the effect of data structure on generalization

    arxiv:2103.05524, March 9, 2021

    Stéphane d'Ascoli, Marylou Gabrié, Levent Sagun, and Giulio Biroli

  20. Enhanced tunable second harmonic generation from twistable interfaces and vertical superlattices in boron nitride homostructures

    Science Advances, arxiv:https://advances.sciencemag.org/content/7/10/eabe8691.full.pdf, March 3, 2021

    Kaiyuan Yao, Nathan R. Finney, Jin Zhang, Samuel L. Moore, Lede Xian, Nicolas Tancogne-Dejean, et al.

  21. A Decade of Radial-velocity Monitoring of Vega and New Limits on the Presence of Planets

    AJ, arXiv:2101.08801, March 2, 2021

    Spencer A. Hurt, et al.

  22. Autobahn: Automorphism-based Graph Neural Nets

    arXiv e-prints, arxiv:2103.01710, March 2, 2021

    Erik Thiede, Wenda Zhou, and Risi Kondor

  23. A new ionisation network and radiation transport module in PLUTO

    MNRAS, arXiv:2010.00457, March 1, 2021

    Kartick Chandra Sarkar, Amiel Sternberg, and Orly Gnat

  24. Constrained-path auxiliary-field quantum Monte Carlo for coupled electrons and phonons

    arxiv:2012.13473, March 1, 2021

    Joonho Lee, Shiwei Zhang, and David Reichman

  25. Aliasing error of the exp \(β\sqrt{1-z^2}\) kernel in the nonuniform fast Fourier transform

    Applied and Computational Harmonic Analysis, arxiv:2001.09405, 2021

    Alex H. Barnett

  26. An unsupervised method for identifying X-enriched stars directly from spectra: Li in LAMOST

    APJ, arXiv:2009.03920, February 26, 2021

    Adam Wheeler, Melissa Ness, and David Hogg

  27. A fully kinetic model for orphan gamma-ray flares in blazars

    MNRAS, arXiv:2102.11770, February 26, 2021

    Emanuele Sobacchi, Joonas Nättilä, and Lorenzo Sironi

  28. Can Galaxy Evolution Mimic Cosmic Reionization?

    APJ, arXiv:2010.00023, February 25, 2021

    Sultan Hassan and Max Gronke

  29. Checkpointing with cp: the POSIX Shared Memory System

    arXiv:2102.13140, 2021

    Lehman H. Garrison, Daniel J. Eisenstein, and Nina A. Maksimova

  30. A randomization-based causal inference framework for uncovering environmental exposure effects on human gut microbiota

    bioRxiv:2021.02.24.432662, February 24, 2021

    Alice J Sommer, Annette Peters, Martina Rommel, Josef Cyrys, Harald Grallert, Dirk Haller, et al.

  31. Alfvén wave mode conversion in pulsar magnetospheres

    APJ, arXiv:2007.11504, February 23, 2021

    Yajie Yuan, Yuri Levin, Ashley Bransgrove, and Sasha Philippov

  32. CARPool: fast, accurate computation of large-scale structure statistics by pairing costly and cheap cosmological simulations

    MNRAS, arXiv:2009.08970, February 17, 2021

    Nicolas Chartier, Ben Wandelt, Yashar Akrami, and Francisco Villaescusa-Navarro

  33. Quantifying Live Microbial Load in Human Saliva Samples over Time Reveals Stable Composition and Dynamic Load

    mSystems, February 16, 2021

    C. Marotz, James T. Morton, P. Navarro, J. Coker, P. Belda-Ferre, R. Knight, et al.

  34. Accurate precision cosmology with redshift unknown gravitational wave sources

    PRD, arXiv:2007.02943, February 15, 2021

    Suvodip Mukherjee, Ben Wandelt, Samaya M. Nissanke, and Alessandra Silvestri

  35. Production and Persistence of Extreme Two-temperature Plasmas in Radiative Relativistic Turbulence

    The Astrophysical Journal, February 15, 2021

    Vladimir Zhdankin, D. A. Uzdensky, and M. W. Kunz

  36. Computationally designed peptide macrocycle inhibitors of New Delhi metallo-β-lactamase 1

    PNAS, February 10, 2021

    Vikram Khipple Mulligan, et al.

  37. Programmable hyperbolic polaritons in van der Waals semiconductors

    Science, arxiv:https://science.sciencemag.org/content/371/6529/617.full.pdf, 2021

    A. J. Sternbach, S. H. Chae, S. Latini, A. A. Rikhter, Y. Shao, B. Li, et al.

  38. Sensitivity analysis for the stationary distribution of reflected Brownian motion in a convex polyhedral cone.

    Mathematics of Operations Research, February 3, 2021

    David Lipshutz and Kavita Ramanan

  39. Tunable chiral symmetry breaking in symmetric Weyl materials

    Physical Review B, arxiv:2011.00970, February 3, 2021

    Sahal Kaushik, Evan John Philip, and Jennifer Cano

  40. Ab initio electronic density in solids by many-body plane-wave auxiliary-field quantum Monte Carlo calculations

    arxiv:2011.08335, February 1, 2021

    Siyuan Chen, Mario Motta, Fengjie Ma, and Shiwei Zhang

  41. Charge density wave and superconductivity in the disordered Holstein model

    arxiv:1910.08703, February 1, 2021

    B. Xiao, N. C. Costa, E. Khatami, G. G. Batrouni, and R. T. Scalettar

  42. Impression learning: Online predictive coding with synaptic plasticity

    NeurIPS, 2021

    Eero P. Simoncelli, C. Bredenberg, B. Lyo, and C. Savin

  43. In silico prediction of annihilators for triplet–triplet annihilation upconversion via auxiliary-field quantum Monte Carlo

    Chemical Science, arxiv:N/A, February 1, 2021

    John L. Weber, Emily M. Churchill, Steffen Jockusch, Evan J. Arthur, Andrew B. Pun, Shiwei Zhang, et al.

  44. Moiré heterostructures as a condensed-matter quantum simulator

    Nature Physics, arxiv:2011.12638, February 1, 2021

    Dante M. Kennes, Martin Claassen, Lede Xian, Antoine Georges, Andrew J. Millis, James Hone, et al.

  45. Lower Airway Dysbiosis Affects Lung Cancer Progression

    Cancer Discovery, February 1, 2021

    J. Tsay, et al.

  46. Online analysis of microendoscopic 1-photon calcium imaging data streams

    PLOS, 2021

    A. Giovannucci, Johannes Friedrich, and Eftychios Pnevmatikakis

  47. Shader-Like Computations in WebGL for Advanced Graphics and General Purposes

    Institute of Electrical and Electronics Engineers, January 25, 2021

    Aaron Watters

  48. Pseudo-BCS wave function from density matrix decomposition: Application in auxiliary-field quantum Monte Carlo

    Physical Review Research, arxiv:2010.06055, January 21, 2021

    Zhi-Yu Xiao, Hao Shi, and Shiwei Zhang