Nhat-Minh Nguyen, PhD
Cosmologist, Kavli IPMU Fellow
Research Interest
Growth of Large-scale Structure in the Universe, New Physics from Growth of Structure, Novel Statistical and Machine-learning Methods to Maximize Information from Galaxy Surveys
Domain Expertise
Field-level, forward-modeling of large-scale galaxy redshift surveys (galaxy clustering, galaxy intrinsic alignment); Cosmic microwave background radiation (gravitational lensing, Sunyaev-Zel’dovich effects)
Affiliation
Oct 2024 - now
Kavli IPMU Fellow 
Kavli Institute for Physics and Mathematics of the Universe, University of Tokyo
Jan 2022 - July 2024 
Leinweber Fellow 
Leinweber Center for Theoretical Physics, Physics Department, University of Michigan
Jul 2020 - Dec 2021 
Research Associate
Physical Cosmology Group, Max Planck Institute for Astrophysics
Oct 2016 - Jun 2020
PhD Candidate
Physical Cosmology Group, Max Planck Institute for Astrophysics
Collaboration
Prime Focus Spectrograph (PFS), ex-Dark Energy Spectroscopic Instrument (DESI)
Education
2016 - 2020, PhD
International Max Planck Research School on Astrophysics (Magna Cum Laude)
Max Planck Institute for Astrophysics, Garching near Munich
Ludwig Maximilians University of Munich
2014 - 2016, MSc
Erasmus Joint Master Degree in Astronomy & Astrophysics (with full-tution+stipend Scholarships)
University of Göttingen
University of Rome, Tor Vergata
University of Innsbruck
2008 - 2013, BSc
Physics and Theoretical Physics (with Honors and Scholarships)
Ho Chi Minh University of Science
Grants, Awards
2025
Japan Society for the Promotion of Science (JSPS) Grants-in-Aid for Scientific Research - Kakenhi, Grant-in-Aid for Research Activity Start-up, ¥2,000,000, PI
2025
Japan Foundation for Promotion of Astronomy, Research Support Grant, ~¥320,000, PI
2024
Buchalter Cosmology Prize, presented by American Astronomical Society.
Publications
I have authored 19 publications (citations 2825; h-index 16) [INSPIRE HEP] [NASA ADS]; or 13 publications, excl. big-collaboration papers (citations 458; h-index 11) [NASA ADS];
First, co-first$^1$, or significant contributions
2025
Reconstructing the local density field with combined convolutional and point cloud architecture. Barthe-Gold, Nguyen, Thiele. arXiv preprint. Accepted for NeurIPS 2025 workshop ML4PS.
2025
A parameter-masked mock data challenge for beyond-2pt galaxy clustering statistics. Beyond-2point Collaboration. arXiv preprint. ApJ 990 99. [NASA/ADS]
2024
How much information can be extracted from galaxy clustering at the field level?. Nguyen, Schmidt, Tucci, Reinecke, Kostić. arXiv preprint. Phys. Rev. Lett. 133, 221006 [NASA/ADS] [AAS 2025 Awards and Prizes Press Release] [Space.com] [UM News] [MPA Research Highlights]
2023
Sweeping through Horndeski Canvas: a New Growth-Rate Parameterization for Modified-Gravity Theories. Wen$^1$, Nguyen$^1$, Huterer. JCAP09(2023)028. [NASA/ADS]
2023
Evidence for suppression of structure growth in the concordance cosmological model. Nguyen, Huterer, Wen. arXiv preprint. Phys. Rev. Lett. 131, 111001. Editor’s Suggestion. [NASA/ADS] [SciAm] [NewScientist] [VICE] [UM News]
2022
Consistency tests of field level inference with the EFT likelihood. Kostić, Nguyen, Schmidt, Reinecke. JCAP07(2023)063. [NASA/ADS] [MPA Research Highlights]
2021
Field-level inference of galaxy intrinsic alignment from the SDSS-III BOSS survey. Tsaprazi$^1$, Nguyen$^1$, et al. JCAP08(2022)003. [NASA/ADS] [MPA Research Highlights]
2021
Impacts of the physical data model on the forward inference of initial conditions from biased tracers. Nguyen et al. JCAP03(2021)058. [NASA/ADS] [MPA Research Highlights]
2020
Taking measurements of the kinematic Sunyaev-Zel’dovich effect forward: including uncertainties from velocity reconstruction with forward modeling. Nguyen et al. JCAP12(2020)011. [NASA/ADS] [MPA Research Highlights]
2020
Co-author
2025
Late-time growth weakly affects the significance of high-redshift massive galaxies.
Xia, Huterer, Nguyen. The Open Journal of Astrophysics Vol. 8, 2025. [NASA/ADS]
2024
DESI 2024 VII: Cosmological Constraints from the Full-Shape Modeling of Clustering Measurements.
DESI Collaboration. arXiv preprint. JCAP07(2025)028. [NASA/ADS]
2024
DESI 2024 VI: Cosmological Constraints from the Measurements of Baryon Acoustic Oscillations.
DESI Collaboration. arXiv preprint. JCAP02(2025)021. [NASA/ADS] [SciAm] [QuantaMagazine]
2024
DESI 2024 V: Full-Shape Galaxy Clustering from Galaxies and Quasars.
DESI Collaboration. arXiv preprint. JCAP09(2025)008. [NASA/ADS]
2024
DESI 2024 IV: Baryon Acoustic Oscillations from the Lyman Alpha Forest.
DESI Collaboration. arXiv preprint. JCAP01(2025)124. [NASA/ADS]
2024
DESI 2024 III: Baryon Acoustic Oscillations from Galaxies and Quasars.
DESI Collaboration. arXiv preprint. JCAP04(2025)012. [NASA/ADS]
2024
DESI 2024 II: Sample Definitions, Characteristics, and Two-point Clustering Statistics.
DESI Collaboration. arXiv preprint. JCAP07(2025)017. [NASA/ADS]
2023
Exploring the Growth Index γL: Insights from Different CMB Dataset Combinations and Approaches. Specogna et al. Phys. Rev. D 109, 043528. [NASA/ADS]
2019
Cosmology Inference from Biased Tracers using the EFT-based Likelihood. Elsner et al. JCAP01(2020)029. [NASA/ADS]
2018
A rigorous EFT-based forward model for large-scale structure. Schmidt et al. JCAP01(2019)042. [NASA/ADS]
Popular Science Writings
2024
Tín hiệu mới từ vũ trụ? DESI và manh mối mới về năng lượng tối, Tia Sang Magazine.
2023
Growing in molasses: Cosmic large-scale structure caught growing slower than expected, Science X Dialog, Phys.org.
2023
Đi tìm những tín hiệu mới từ vũ trụ, Tia Sang Magazine.
Mentoring, Advising and Teaching
Mentoring
- Carter Matties, co-mentored with Dragan Huterer at University of Michigan, now Physics Graduate Student at Syracuse.
 - Andrja Kostić, co-mentored with Fabian Schmidt at Max Planck Institute for Astrophysics, now Research Scientist at DeepL.
 
Advising on a research project
- Baptiste Barthe-Gold, Master Student, Eécole Polytechnique. Paper accepted for NeurIPS 2025 workshop ML4PS.
 - Eleni Tsaprazi, Postdoc, Imperial College London. Paper published in JCAP.
 - Andrew Hope ,UROP project, University of Michigan). Otho Lyle Tiffany & Mary Lois Tiffany Fellow 2024.
 - Kyle Lee, UROP project, University of Michigan.
 - Disha Saxena, UROP and MRADS project, University of Michigan.
 - Kasey Thai, UROP project, University of Michigan.
 
Teaching
Summer 2024
Michigan Math and Science Scholars, course instructor, “Climbing the Distance Ladder to the Big Bang: How astronomers survey the Universe.”
Summer 2023
Michigan Math and Science Scholars, guest lecturer.
Professional Services
2025
- Cosmology, Scientific Program Committee member.
 
2025
- Beyond-2-Point Statistics Meet Survey Systematics, Organizing Committee Chair.
 
2024
- Future of Artificial Intelligence for Science in Japan (FAIRS Japan 2024), Cosmology/Astrophysics Unconference Facilitator.
 
2024
- COSMO’24, Large-scale Structure Session Convener.
 
2023
Michigan Cosmology Summer School 2023, Local Organizing Committee member.
2021-now
Active referee for Physical Review D (4), Journal of Cosmology and Astroparticle Physics (3), and Astronomy & Astrophysics (1),
2024-now
Kavli IPMU Astro Journal Club, main organizer.
2021-2022
 VLLT Joint Astronomy & Physics Seminar Series (for junior graduate and senior undergraduate students in Physics & Astronomy in Vietnam), founder and main organizer.
2022-now
Cosmology Journal Club and Cosmology & Astrophysics Seminar (University of Michigan), founder & main organizer.
2020-2021
Cosmology Book Club (Max Planck Institute for Astrophysics), founder & main organizer.
2018-2020
Large-scale Structure Journal Club (joint between Max Planck Institute for Astrophysics and Max Planck Institute for Extraterrestrial Physics), co-organizer.
Outreach Services
Summer 2023
Ask-Me-Anything (Reddit), r/askscience and Youtube, Cosmology from Home 2023, panelist.
2022-now
Institute Social Coffee (Leinweber Center for Theoretical Physics), founder & co-organizer.
2022-now
Skype a Scientist (science outreach and interview with students of all ages and backgrounds in the US), scientist participant.
Fall 2023 Physicists To-Go (similar to Skype-a-Scientist and organized by APS), scientist participant.
Fall 2023
Science Communication Fellows (science outreach demonstrations and presentations at Michigan local museums and libraries), scientist participant.
Selected Talks
- 2026 Asia-Pacific Regional IAU Meeting (APRIM 2026), Hong Kong Convention Centre, Hongkong, May 2026.
 - Particles, Gravitation and the Universe: from Quantum Mechanics to Quantum Gravity, IOP, VAST, Ha Noi, Viet Nam, November 2025.
 - ASIAA Colloquium, ASIAA/NTU (recording), Taipei, Taiwan, February 2025.
 - “Theory and Data Analysis Challenges for Cosmological Large-Scale Structure Observations”, YITP, Kyoto, Japan (slides), November 2024.
 - COSMO’24, Kyoto, Japan (slides), October 2024.
 - PASCOS 2024, Plenary Session, ICISE Quy Nhon, Vietnam (slides), July 2024.
 - PASCOS 2024, Parallel Session (slides).
 - Cosmology from Home, online conference, Youtube, June 2024.
 - DESI Research Forum (remote, recording, slides), June 2024.
 - Aspen workshop, “Fundamental Physics in the Era of Big Data and Machine Learning”, May-June 2024. (Blackboard talk).
 - KIPAC Cosmology Seminar, Stanford (remote, slides), May 2024.
 - Cosmology Talks (with Beyond-2point Collaboration), Youtube, May 2024.
 - Fundamental Physics from Future Spectroscopic Surveys, LBNL, Berkeley (recording, slides), May 2024.
 - CCA Cosmology Meeting, Flatiron Institute, New York (slides), April 2024.
 - Cosmology Talks (ft. Beatriz Tucci), Youtube, April 2024.
 - Perimeter Cosmology Seminar, Perimeter Institute, Waterloo (remote, recording), April 2024.
 - Cosmolunch, CCAPP, University of Ohio (slides), March 2024.
 - HEP-Astro Seminar, University of Michigan, Michigan, January 2024.
 - Cosmology from Home, online conference, YouTube (recording), July 2023.
 - Future Science with CMB x LSS workshop, YITP (session recording, slides), Kyoto, April 2023.
 - Cosmology Talks, Youtube, Mar 2023.
 - TACOS Seminar, Arizona Cosmology Lab, University of Arizona, February 2023. (During the “Beyond 2-point data challenge” workshop.)
 - Aspen workshop, “Large-Scale Structure Cosmology beyond 2-Point Statistics”, May-June 2022. (Blackboard talk, picture)
 - Astro Lunch Seminar, Kavli IPMU, May 2022.
 - KIPAC Cosmology Seminar, Stanford, May 2022.
 - Berkeley Cosmology Group Seminar, BCCP, Berkeley, April 2022.
 - NYU-CCA Cosmology x Data Science Meeting, New York University-Flatiron Institute (remote), March 2021.
 - CosmoLunch meeting, Institute of Advanced Study, Princeton (remote), January 2021.
 - Cosmology Group Meeting, Perimeter Institute (remote), December 2020.
 
References
Dr. Fabian Schmidt, Max Planck Institute for Astrophysics (PhD advisor) Email
Prof. Dragan Huterer, University of Michigan (postdoc advisor) Email
Prof. Elisabeth Krause, University of Arizona (external collaborator, mentor) Email