IC
Ioana Ciucă
astro-ph.GAcs.CLastro-ph.IMastro-ph.SRcs.AIastro-ph.COastro-ph.HEcs.LGcs.DLcs.IR
On Valency
published · living versionsW_wga2c4s4·v1 · currentpublished
The Great Chat in the Sky: Aligning Exotic Astronomical Data to Language with AstroBridge
with Ibrahim Habib, Kevin Li, Trung Nguyen, Gabriel A. Patron +9
1 version
Preprints & journals
35 papers in the corpus · 2017–2026How to Craft the Right Language AI Policy For Your Research Group (Some Assembly Required)2607.20836v2 · Michelle Ntampaka, S. Burke-Spolaor, Ioana Ciuca et al.2026 · 0 citationsarXiv
LEAP: A Rapid Neural Surrogate of Multi-Fluid MHD at Europa2606.10215v1 · Sachin Alexander Reddy, Abigail R. Azari, Corey J. Cochrane et al.2026 · 0 citationsarXiv
High-fidelity stellar extinction with Gaia and APOGEE -- I. The method and a new extinction curve2601.10595v2 · Jie Yu, Luca Casagrande, John A. Taylor et al.2026 · 1 citationarXiv
ReplicationBench: Can AI Agents Replicate Astrophysics Research Papers?2510.24591v2 · Christine Ye, Sihan Yuan, Suchetha Cooray et al.2025 · 1 citationarXiv
Thick-to-thin disc transition and gas disc shrinking induced by the Gaia-Sausage-Enceladus merger2507.22979v2 · Natsuki Funakoshi, Daisuke Kawata, Jason L. Sanders et al.2025 · 3 citationsarXiv
From Queries to Criteria: Understanding How Astronomers Evaluate LLMs2507.15715v2 · Alina Hyk, Kiera McCormick, Mian Zhong et al.2025 · 0 citationsarXiv
Supernova Event Dataset: Interpreting Large Language Models' Personality through Critical Event Analysis2506.12189v2 · Pranav Agarwal, Ioana Ciuca2025 · 0 citationsarXiv
Sparks of Science: Hypothesis Generation Using Structured Paper Data2504.12976v1 · Charles O'Neill, Tirthankar Ghosal, Roberta Raileanu et al.2025 · 2 citationsarXiv
A Survey on Hypothesis Generation for Scientific Discovery in the Era of Large Language Models2504.05496v1 · Atilla Kaan Alkan, Shashwat Sourav, Maja Jablonska et al.2025 · 2 citationsarXiv
Milky Way Disk2412.12252v1 · Daisuke Kawata, Robert J. J. Grand, Jason A.S. Hunt et al.2024 · 2 citationsarXiv
Towards Galactic Archaeology with Inferred Ages of Giant Stars From Gaia Spectra2412.09040v2 · Aisha S. Almannaei, Daisuke Kawata, Ioana Ciuca et al.2024 · 1 citationarXiv
The Multimodal Universe: Enabling Large-Scale Machine Learning with 100TB of Astronomical Scientific Data2412.02527v1 · The Multimodal Universe Collaboration. Eirini Angeloudi, Jeroen Audenaert, Micah Bowles et al.2024 · 5 citationsarXiv
The GALAH Survey: Data Release 42409.19858v2 · S. Buder, J. Kos, E. X. Wang et al.2024 · 91 citationsarXiv
pathfinder: A Semantic Framework for Literature Review and Knowledge Discovery in Astronomy2408.01556v1 · Kartheik G. Iyer, Mikaeel Yunus, Charles O'Neill et al.2024 · 15 citationsarXiv
New Evidence of Binarity in Young {\alpha}-Rich Turn-off and Subgiant Stars: Fast Rotation and Strong Magnetic Activity2404.13562v1 · Jie Yu, Luca Casagrande, Ioana Ciuca et al.2024 · 12 citationsarXiv
Cosmological evolution of metallicity correlation functions from the Auriga simulations2402.08632v1 · Zefeng Li, Robert J. J. Grand, Emily Wisnioski et al.2024 · 4 citationsarXiv
3D NLTE Lithium abundances for late-type stars in GALAH DR32402.02669v1 · Ella Xi Wang, Thomas Nordlander, Sven Buder et al.2024 · 25 citationsarXiv
Experimenting with Large Language Models and vector embeddings in NASA SciX2312.14211v1 · Sergi Blanco-Cuaresma, Ioana Ciuca, Alberto Accomazzi et al.2023 · 0 citationsarXiv
AstroLLaMA: Towards Specialized Foundation Models in Astronomy2309.06126v1 · Tuan Dung Nguyen, Yuan-Sen Ting, Ioana Ciuca et al.2023 · 23 citationsarXiv
Adversarial Fine-Tuning of Language Models: An Iterative Optimisation Approach for the Generation and Detection of Problematic Content2308.13768v1 · Charles O'Neill, Jack Miller, Ioana Ciuca et al.2023 · 1 citationarXiv
Steering Language Generation: Harnessing Contrastive Expert Guidance and Negative Prompting for Coherent and Diverse Synthetic Data Generation2308.07645v2 · Charles O'Neill, Yuan-Sen Ting, Ioana Ciuca et al.2023 · 0 citationsarXiv
Harnessing the Power of Adversarial Prompting and Large Language Models for Robust Hypothesis Generation in Astronomy2306.11648v1 · Ioana Ciuca, Yuan-Sen Ting, Sandor Kruk et al.2023 · 4 citationsarXiv
The outer low- disc of the Milky Way -- I: evidence for the first pericentric passage of Sagittarius?2305.07426v1 · Payel Das, Yang Huang, Ioana Ciuca et al.2023 · 12 citationsarXiv
Galactic ChitChat: Using Large Language Models to Converse with Astronomy Literature2304.05406v2 · Ioana Ciuca, Yuan-Sen Ting2023 · 8 citationsarXiv
Chasing the impact of the Gaia-Sausage-Enceladus merger on the formation of the Milky Way thick disc2211.01006v2 · Ioana Ciuca, Daisuke Kawata, Yuan-Sen Ting et al.2022 · 54 citationsarXiv
Unsupervised Learning for Stellar Spectra with Deep Normalizing Flows2207.02785v1 · Ioana Ciuca, Yuan-Sen Ting2022 · 3 citationsarXiv
The GALAH Survey: Chemical tagging and chrono-chemodynamics of accreted halo stars with GALAH+ DR3 and eDR32109.04059v2 · Sven Buder, Karin Lind, Melissa K. Ness et al.2021 · 92 citationsMNRAS, 510, 2407 (2022)
Galactic Bar Resonances Inferred from Kinematically Hot Stars in Gaia EDR32012.05890v2 · Daisuke Kawata, Junichi Baba, Jason A. S. Hunt et al.2020 · 36 citationsarXiv
Unveiling the Distinct Formation Pathways of the Inner and Outer Discs of the Milky Way with Bayesian Machine Learning2003.03316v3 · Ioana Ciuca, Daisuke Kawata, Andrea Miglio et al.2020 · 64 citationsarXiv
Spectral and spatial analysis of the dark matter subhalo candidates among Fermi Large Area Telescope unidentified sources1910.14429v1 · Javier Coronado-Bl'azquez, Miguel A. S'anchez-Conde, Mattia Di Mauro et al.2019 · 35 citationsJCAP11(2019)045
A Gaia DR2 search for dwarf galaxies towards Fermi-LAT sources: implications for annihilating dark matter1805.02588v2 · Ioana Ciuca, Daisuke Kawata, Shin'ichiro Ando et al.2018 · 9 citationsarXiv
Radial Distribution of Stellar Motions in Gaia DR21804.10175v2 · Daisuke Kawata, Junichi Baba, Ioana Ciuca et al.2018 · 120 citationsarXiv
Confirming chemical clocks: asteroseismic age dissection of the Milky Way disk(s)1710.09847v2 · V. Silva Aguirre, M. Bojsen-Hansen, D. Slumstrup et al.2017 · 166 citationsarXiv
The vertical metallicity gradients of mono-age stellar populations in the Milky Way with the RAVE and Gaia data1706.05005v2 · Ioana Ciuca, Daisuke Kawata, Jane Lin et al.2017 · 13 citationsarXiv
Metallicity Gradient of the Thick Disc Progenitor at High Redshift1706.01474v2 · D. Kawata, C. Allende Prieto, C.B. Brook et al.2017 · 15 citationsarXiv
Career total: 52 works. 35 are in this corpus.
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