MM
Moritz Münchmeyer
astro-ph.COastro-ph.HEastro-ph.IMhep-phhep-exhep-thastro-ph.GAcs.LGcs.AIgr-qc
On Valency
published · living versionsW_qkkpsuvh·v1 · currentpublished
Blueprint for an AI-Enabled Particle Theory Community
with George T. Fleming, Daniel C. Hackett, James Halverson, T. J. Hobbs +79
1 version
Preprints & journals
86 papers in the corpus · 2011–2026Blueprint for an AI-Enabled Particle Theory Community2610.28505v1 · George T. Fleming, Daniel C. Hackett, James Halverson et al.2026 · 0 citationsarXivon Valency
MadEvolve: Evolutionary Optimization of Trading Systems with Large Language Models2605.23007v1 · Yurii Kvasiuk, Tianyi Li, Owen Colegrove et al.2026 · 0 citationsarXiv
Fine-Tuning Small Reasoning Models for Quantum Field Theory2604.18936v2 · Nathaniel S. Woodward, Zhiqi Gao, Yurii Kvasiuk et al.2026 · 0 citationsNathaniel S Woodward et al 2026 Mach. Learn.: Sci. Technol. 7 055029
If at First You Don't Succeed, Trispectrum: I. Estimating the Matter Power Spectrum Covariance with Higher-Order Statistics2604.18581v1 · Samuel Goldstein, Kendrick M. Smith, Utkarsh Giri et al.2026 · 0 citationsarXiv
MadEvolve: Evolutionary Optimization of Cosmological Algorithms with Large Language Models2602.15951v1 · Tianyi Li, Shihui Zang, Moritz Munchmeyer2026 · 0 citationsarXiv
The Simons Observatory: forecasted constraints on primordial gravitational waves with the expanded array of Small Aperture Telescopes2512.15833v1 · I. Abril-Cabezas, S. Adachi, P. Ade et al.2025 · 3 citationsarXiv
Squeezed Limit non-Gaussianity Estimation with Cosmic Shear2512.07295v2 · Shi-Hui Zang, Moritz Munchmeyer2025 · 0 citationsarXiv
QML-FAST -- A Fast Code for low- Tomographic Maximum Likelihood Power Spectrum Estimation2510.05215v2 · Yurii Kvasiuk, Anderson Lai, Moritz Munchmeyer et al.2025 · 0 citationsarXiv
Reconstruction of Dark Matter and Baryon Density From Galaxies: A Comparison of Linear, Halo Model and Machine Learning-Based Methods2507.12530v2 · Jordan Krywonos, Yurii Kvasiuk, Matthew C. Johnson et al.2025 · 2 citationsarXiv
KSZ Velocity Reconstruction with ACT and DESI-LS using a Tomographic QML Power Spectrum Estimator2506.21684v2 · Anderson C. M. Lai, Yurii Kvasiuk, Moritz Munchmeyer2025 · 0 citationsarXiv
Test-time Scaling Techniques in Theoretical Physics -- A Comparison of Methods on the TPBench Dataset2506.20729v1 · Zhiqi Gao, Tianyi Li, Yurii Kvasiuk et al.2025 · 0 citationsarXiv
The Spectroscopic Stage-5 Experiment2503.07923v3 · Robert Besuner, Arjun Dey, Alex Drlica-Wagner et al.2025 · 2 citationsarXiv
The Simons Observatory: Science Goals and Forecasts for the Enhanced Large Aperture Telescope2503.00636v3 · M. Abitbol, I. Abril-Cabezas, S. Adachi et al.2025 · 70 citationsarXiv
Theoretical Physics Benchmark (TPBench) -- a Dataset and Study of AI Reasoning Capabilities in Theoretical Physics2502.15815v1 · Daniel J.H. Chung, Zhiqi Gao, Yurii Kvasiuk et al.2025 · 8 citationsarXiv
Reconstruction of Continuous Cosmological Fields from Discrete Tracers with Graph Neural Networks2411.02496v1 · Yurii Kvasiuk, Jordan Krywonos, Matthew C. Johnson et al.2024 · 0 citationsarXiv
A Tale of Two Fields: Neural Network-Enhanced non-Gaussianity Search with Halos2410.01007v1 · Yurii Kvasiuk, Moritz Munchmeyer, Kendrick Smith2024 · 0 citationsarXiv
Deep learning-based image analysis identifies a DAT-negative subpopulation of dopaminergic neurons in the lateral Substantia nigra.37950046 · Burkert, Nicole, Roy, Shoumik, Häusler, Max et al.2023 · 9 citationsCommunications biology. 2023;6(1):1146
Super-Resolution Emulation of Large Cosmological Fields with a 3D Conditional Diffusion Model2311.05217v2 · Adam Rouhiainen, Michael Gira, Moritz Munchmeyer et al.2023 · 11 citationsarXiv
Comprehensive Bayesian analysis of FRB-like bursts from SGR 1935+2154 observed by CHIME/FRB2310.16932v1 · Utkarsh Giri, Bridget C. Andersen, Pragya Chawla et al.2023 · 7 citationsarXiv
Search for Isocurvature with Large-scale Structure: A Forecast for Euclid and MegaMapper using EFTofLSS2306.09456v2 · Daniel J. H. Chung, Moritz Munchmeyer, Sai Chaitanya Tadepalli2023 · 15 citationsarXiv
An Auto-Differentiable Likelihood Pipeline for the Cross-Correlation of CMB and Large-Scale Structure due to the Kinetic Sunyaev-Zeldovich Effect2305.08903v2 · Yurii Kvasiuk, Moritz Munchmeyer2023 · 1 citationarXiv
Constraining using the Large-Scale Modulation of Small-Scale Statistics2305.03070v2 · Utkarsh Giri, Moritz Munchmeyer, Kendrick M. Smith2023 · 7 citationsPhys.Rev.D 112 (2025) 12, 123544
Probing Cosmological Particle Production and Pairwise Hotspots with Deep Neural Networks2303.08869v1 · Taegyun Kim, Jeong Han Kim, Soubhik Kumar et al.2023 · 6 citationsarXiv
De-noising non-Gaussian fields in cosmology with normalizing flows2211.15161v1 · Adam Rouhiainen, Moritz Munchmeyer2022 · 2 citationsarXiv
Snowmass Theory Frontier: Astrophysics and Cosmology2209.06854v1 · Daniel Green, Joshua T. Ruderman, Benjamin R. Safdi et al.2022 · 8 citationsarXiv
Inferring the Energy and Distance Distributions of Fast Radio Bursts using the First CHIME/FRB Catalog2207.14316v2 · Kaitlyn Shin, Kiyoshi W. Masui, Mohit Bhardwaj et al.2022 · 85 citationsarXiv
An Injection System for the CHIME/FRB Experiment2206.14079v1 · Marcus Merryfield, S. P. Tendulkar, Kaitlyn Shin et al.2022 · 30 citationsarXiv
Robust Neural Network-Enhanced Estimation of Local Primordial Non-Gaussianity2205.12964v1 · Utkarsh Giri, Moritz Munchmeyer, Kendrick M. Smith2022 · 14 citationsarXiv
Snowmass2021 CMB-HD White Paper2203.05728v1 · Simone Aiola, Yashar Akrami, Kaustuv Basu et al.2022 · 33 citationsarXiv
Modeling Fast Radio Burst Dispersion and Scattering Properties in the First CHIME/FRB Catalog2107.10858v2 · P. Chawla, V. M. Kaspi, S. M. Ransom et al.2021 · 59 citationsarXiv
The First CHIME/FRB Fast Radio Burst Catalog2106.04352v3 · The CHIME/FRB Collaboration: Mandana Amiri, Bridget C. Andersen, Kevin Bandura et al.2021 · 501 citationsarXiv
CHIME/FRB Catalog 1 results: statistical cross-correlations with large-scale structure2106.04354v2 · Masoud Rafiei-Ravandi, Kendrick M. Smith, Dongzi Li et al.2021 · 65 citationsarXiv
Normalizing flows for random fields in cosmology2105.12024v1 · Adam Rouhiainen, Utkarsh Giri, Moritz Munchmeyer2021 · 7 citationsarXiv
NDRIO White Paper: Envisioning Digital Research Infrastructure for the Simons Observatory2012.12205v1 · Adam D. Hincks, Simone Aiola, J. Richard Bond et al.2020 · 0 citationsarXiv
A bright millisecond-duration radio burst from a Galactic magnetar2005.10324v2 · The CHIME/FRB Collaboration: B. C. Andersen, K. M. Bandura, M. Bhardwaj et al.2020 · 752 citationsarXiv
CMB-HD: Astro2020 RFI Response2002.12714v1 · Neelima Sehgal, Simone Aiola, Yashar Akrami et al.2020 · 13 citationsarXiv
Higher N-point function data analysis techniques for heavy particle production and WMAP results1910.00596v1 · Moritz Munchmeyer, Kendrick M. Smith2019 · 28 citationsPhys. Rev. D 100, 123511 (2019)
Transverse Velocities with the Moving Lens Effect.31491184 · Hotinli, Selim C, Meyers, Joel, Dalal, Neal et al.2019 · 42 citationsPhysical review letters. 2019;123(6):061301
CMB-S4 Decadal Survey APC White Paper1908.01062v1 · Kevork Abazajian, Graeme Addison, Peter Adshead et al.2019 · 65 citationsarXiv
Packed Ultra-wideband Mapping Array (PUMA): A Radio Telescope for Cosmology and Transients1907.12559v1 · Kevin Bandura, Emanuele Castorina, Liam Connor et al.2019 · 0 citationsarXiv
Research and Development for HI Intensity Mapping1907.13090v1 · Zeeshan Ahmed, David Alonso, Mustafa A. Amin et al.2019 · 1 citationarXiv
The Simons Observatory: Astro2020 Decadal Project Whitepaper1907.08284v1 · Maximilian H. Abitbol, Shunsuke Adachi, Peter Ade et al.2019 · 78 citationsBull. Am. Astron. Soc. 51 (2019) 147
CMB-S4 Science Case, Reference Design, and Project Plan1907.04473v1 · Kevork Abazajian, Graeme Addison, Peter Adshead et al.2019 · 395 citationsarXiv
CMB-HD: An Ultra-Deep, High-Resolution Millimeter-Wave Survey Over Half the Sky1906.10134v2 · Neelima Sehgal, Simone Aiola, Yashar Akrami et al.2019 · 62 citationsBulletin of the American Astronomical Society, Vol. 51, Issue 7, id. 6 (2019)
Planck 2018 results. IX. Constraints on primordial non-Gaussianity1905.05697v1 · Y. Akrami, F. Arroja, M. Ashdown et al.2019 · 142 citationsarXiv
Fast Wiener filtering of CMB maps with Neural Networks1905.05846v1 · Moritz Munchmeyer, Kendrick M. Smith2019 · 12 citationsarXiv
Spectral Distortions of the CMB as a Probe of Inflation, Recombination, Structure Formation and Particle Physics1903.04218v2 · J. Chluba, A. Kogut, S. P. Patil et al.2019 · 4 citationsarXiv
Science from an Ultra-Deep, High-Resolution Millimeter-Wave Survey1903.03263v1 · Neelima Sehgal, Ho Nam Nguyen, Joel Meyers et al.2019 · 12 citationsarXiv
KSZ tomography and the bispectrum1810.13423v1 · Kendrick M. Smith, Mathew S. Madhavacheril, Moritz Munchmeyer et al.2018 · 48 citationsarXiv
Constraining local non-Gaussianities with kSZ tomography1810.13424v1 · Moritz Munchmeyer, Mathew S. Madhavacheril, Simone Ferraro et al.2018 · 96 citationsPhys. Rev. D 100, 083508 (2019)
Career total: 153 works. 86 are in this corpus.Showing the 50 most recent.
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