December 22, 2025 article Open access Neural-network Chemical Emulator for First-star Formation: Robust Iterative Predictions Over a Wide Density Range The Astrophysical Journal DOI: 10.3847/1538-4357/ae1ca9 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 0 stored of 1 References 3 Search Sort Most cited Newest Oldest Patent citations Title Any typearticle review book-chapter conference-paper preprint dissertation book dataset other Any fieldAgricultural and Biological Sciences Arts and Humanities Biochemistry, Genetics and Molecular Biology Business, Management and Accounting Chemical Engineering Chemistry Computer Science Decision Sciences Dentistry Earth and Planetary Sciences Economics, Econometrics and Finance Energy Engineering Environmental Science Health Professions Immunology and Microbiology Materials Science Mathematics Medicine Neuroscience Nursing Pharmacology, Toxicology and Pharmaceutics Physics and Astronomy Psychology Social Sciences Veterinary Open access Chemulator: Fast, accurate thermochemistry for dynamical models through emulation 2021 Astronomy and Astrophysics article Physics and Astronomy Astrophysics and Star Formation Studies Open access 29 citations MACE: A Machine-learning Approach to Chemistry Emulation 2024 The Astrophysical Journal article Physics and Astronomy Model Reduction and Neural Networks Open access 12 citations A statistical and machine learning approach to the study of astrochemistry 2023 Faraday Discussions article Physics and Astronomy Astrophysics and Star Formation Studies Open access 5 citations 3 results