activity
20242026
most citedUnderstanding molecular ratios in the carbon and oxygen poor outer Milky Way with interpretable machine learning

4 citations · 8 across the 8 of their papers we have counts for

collaborators

8 papers

astro-ph.GA2026

UCLCHEM 4.0: An open source gas-grain astrochemistry simulation framework

Gijs Vermariën, Serena Viti, Tobias M. Dijkhuis +4

Astrochemical modelling is a key tool for interpreting the formation and destruction of molecules in the interstellar medium, complementing the increasingly detailed observations e…

astro-ph.GA2026

ALMA Central Molecular Zone Exploration Survey (ACES) I: Overview

Steven N. Longmore, John Bally, Ashley T. Barnes +95

The mass flows and energy cycles within the inner regions of galaxies exert a powerful influence on the evolution of the galaxy population. The centre of the Milky Way is the only…

astro-ph.GA2026★ 1 cited

One-dimensional and time-dependent modelling of complex organic molecules in protostars

Le Ngoc Tram, Serena Viti, Katarzyna M. Dutkowska +5

Complex organic molecules (COMs), the building blocks of life, have been extensively detected under various physical conditions, from quiescent clouds to star-forming regions. They…

astro-ph.GA2025

Carbox: an end-to-end differentiable astrochemical simulation framework

Gijs Vermariën, Tommaso Grassi, Marie Van de Sande +6

Since the first observations of interstellar molecules, astrochemical simulations have been employed to model and understand its formation and destruction path- ways. With the adve…

astro-ph.GA2025★ 2 cited

Chemical templates of the Central Molecular Zone. Shock and protostellar object signatures under Galactic Center conditions

Katarzyna M. Dutkowska, Gijs Vermariën, Serena Viti +21

(Abridged) The Central Molecular Zone (CMZ) of the Milky Way exhibits extreme conditions, including high gas densities, elevated temperatures, enhanced cosmic-ray ionization rates,…

astro-ph.GA2025★ 4 cited

Understanding molecular ratios in the carbon and oxygen poor outer Milky Way with interpretable machine learning

Gijs Vermariën, Serena Viti, Johannes Heyl +1

Context. The outer Milky Way has a lower metallicity than our solar neighbourhood, but still many molecules are detected in the region. Molecular line ratios can serve as probes to…

astro-ph.GA2024★ 1 cited

3D-PDR Orion dataset and NeuralPDR: Neural Differential Equations for Photodissociation Regions

Gijs Vermariën, Serena Viti, Rahul Ravichandran +1

We present a novel dataset of simulations of the photodissociation region (PDR) in the Orion Bar and provide benchmarks of emulators for the dataset. Numerical models of PDRs are c…

astro-ph.GA2024

A broad linewidth, compact, millimeter-bright molecular emission line source near the Galactic Center

Adam Ginsburg, John Bally, Ashley T. Barnes +37

A compact source, G0.02467-0.0727, was detected in ALMA \threemm observations in continuum and very broad line emission. The continuum emission has a spectral index ,…