September 15, 2025 article Open access Mapping synthetic observations to pre-stellar core models: An interpretable machine learning approach Astronomy and Astrophysics DOI: 10.1051/0004-6361/202453266 Full text (OA) OpenAlex Authors 0 Author list not loaded yet. Cited by 1 stored of 7 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 NeuralPDR: neural differential equations as surrogate models for photodissociation regions 2025 Machine Learning Science and Technology article Physics and Astronomy Model Reduction and Neural Networks Open access 3 citations 1 result References 8 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 The UMIST Database for Astrochemistry 2022 2023 Astronomy and Astrophysics article Physics and Astronomy Astrophysics and Star Formation Studies Open access 124 citations Tracing Interstellar Heating: An ALCHEMI Measurement of the HCN Isomers in NGC 253 2022 The Astrophysical Journal article Physics and Astronomy Astrophysics and Star Formation Studies Open access 44 citations Photoevaporation of protoplanetary discs with PLUTO+PRIZMO 2024 Astronomy and Astrophysics article Physics and Astronomy Astrophysics and Star Formation Studies Open access 33 citations 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 Understanding molecular abundances in star-forming regions using interpretable machine learning 2023 Monthly Notices of the Royal Astronomical Society article Physics and Astronomy Astrophysics and Star Formation Studies Open access 19 citations Neural Network Constraints on the Cosmic-Ray Ionization Rate and Other Physical Conditions in NGC 253 with ALCHEMI Measurements of HCN and HNC 2024 The Astrophysical Journal article Physics and Astronomy Astrophysics and Star Formation Studies Open access 13 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 Mapping the H2D+ and N2H+ emission toward prestellar cores. Testing dynamical models of the collapse using gas tracers 2020 Astronomy and Astrophysics article Physics and Astronomy Astrophysics and Star Formation Studies Open access 12 citations 8 results