Dwaipayan Dubey

Hi, I'm Dwaipayan Dubey

Graduate Student at Ludwig-Maximilians-Universität München, Germany

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About me

I work at the intersection of physics, chemistry, and statistics to interpret exoplanet observations through theoretical simulations. My research focuses on understanding how atmospheric spectra can reveal the physical and chemical nature of planets, and how those atmospheric signatures connect to broader questions of planet formation and evolution.

My work has primarily focused on gas giants and sub-Neptunes, studied using both high-resolution and low-resolution spectroscopy. By combining radiative transfer, atmospheric chemistry, and Bayesian retrieval techniques, I investigate how observed spectra can be translated into robust constraints on atmospheric composition and structure. The main focus of my research has been to understand the elemental inventory of planetary atmospheres and how those elements may be preserved, transformed, or altered from the time of formation. atmospheric abundances and elemental ratios can serve as tracers of origin, migration, and long-term chemical processing. In this way, I aim to connect observations with theory to better understand the diversity of planetary atmospheres and the physical processes that shape them.

During my undergraduate studies, I received several recognitions, including the KVPY Fellowship, awarded by the Ministry of Education and the Department of Science and Technology (DST), Government of India; the Indian Academy of Sciences Summer Research Fellowship; and an iGEM Gold Medal as an advisor to the IISER Kolkata mathematical modeling team in 2021.

Outside academia, I enjoy landscape and street photography, travelling to mountains, and playing football, cricket, and badminton. I am a die-hard supporter of Argentina and FC Barcelona football team.

Education

Ph.D. in Physics

2022 – 2026

Department of Physics

Ludwig-Maximilians-Universität München, Bavaria, Germany

Ludwig-Maximilians-Universität München university seal

BS–MS dual degree: Major in Physics, Minor in Chemistry

2017 – 2022

Department of Physical Sciences

Indian Institute of Science Education and Research (IISER) Kolkata, West Bengal, India

Indian Institute of Science Education and Research, Kolkata logo

Research

Population and characterization context

More than 6,000 exoplanets have now been discovered, and the field has reached a stage where the emphasis is no longer only on detection, but on the physical and chemical characterization of planetary atmospheres. A major challenge in contemporary exoplanet science is to understand how atmospheric composition varies across planetary classes and irradiation regimes, and to determine how much of a planet’s present-day atmosphere still retains information about its formation history, volatile delivery, and subsequent evolution.

Diversity of the known exoplanet population in mass, radius, and orbital separation, based on catalog data such as the NASA Exoplanet Archive
Diversity of the known exoplanet population. The currently known exoplanet sample spans a broad range of radii, masses, and orbital separations, motivating a comparative approach to atmospheric characterization. Figure produced using data from the NASA Exoplanet Archive.

Atmospheric inference and planetary regimes

I work at the intersection of radiative transfer, atmospheric chemistry, and atmospheric retrieval to connect observed spectra with the underlying physical and chemical properties of exoplanet atmospheres. My research is focused particularly on gas giants and sub-Neptunes, which provide some of the best laboratories for studying atmospheric chemistry under different irradiation environments. These planets are observable across both low-resolution and high-resolution spectroscopy, making them especially valuable for linking atmospheric signatures to planetary physics.

Schematic: ultra-hot Jupiter, hot Jupiter, and sub-Neptune on different orbits around a host star
Planetary regimes I am mostly interested in. Ultra-hot Jupiters, hot Jupiters, and sub-Neptunes span distinct temperature and circulation regimes, causing atmospheric chemistry to be studied across a wide range of physical conditions.

Disks, carbon chemistry, and volatile delivery

A major theme of my work is carbon chemistry. I am interested in how carbon-bearing species behave across strongly irradiated and chemically diverse atmospheres, from simple molecules to larger hydrocarbons, and in how those species respond to temperature, atmospheric transport, irradiation, and disequilibrium processes. More broadly, I seek to understand when atmospheric abundances and elemental ratios can be interpreted not merely as fitting parameters, but as physically meaningful quantities that retain information about a planet’s origin and chemical evolution.

That question naturally leads back to the protoplanetary disk, where planetary volatile inventories are first established. The chemical environment of the disk is not uniform: condensation fronts, radial drift, and the partitioning of elements between gas and solids all shape the material available to forming planets. As a result, the chemistry of a mature planetary atmosphere may still preserve traces of where the planet formed, what material it accreted, and how it migrated through the disk.

Protoplanetary disk schematic relating disk chemistry and atmospheric elemental ratios to planet formation
From disk chemistry to atmospheric composition. The distribution of ices, refractories, and gas-phase species across the protoplanetary disk shapes the volatile inventory available during planet formation and may later be reflected in atmospheric elemental abundances.

Elemental ratios as formation tracers

One of the most useful ways to formalize this connection is through elemental ratios, particularly ratios such as C/O, which encode how carbon- and oxygen-bearing material is distributed between gas and solids at different disk locations. Because the balance between gas-phase species and condensed material changes with distance from the star, these ratios provide a physically motivated framework for linking atmospheric abundances to formation environment. When interpreted carefully, they offer a bridge between observed spectra and the chemical architecture of planet formation.

Radial variation of carbon and oxygen between gas and solids in a protoplanetary disk, following Turrini et al. (2021)
Radial variation of disk chemistry. The distribution of carbon and oxygen between gas and solids changes with distance from the host star, providing a physical basis for using atmospheric abundance ratios as tracers of planet formation (e.g. Turrini et al. 2021).

My research is motivated by making these links quantitative. I use atmospheric modeling and retrieval-based inference to constrain elemental abundances and their ratios, thermal structure, and cloud properties, and to investigate how robustly these quantities can be interpreted for individual planets as well as across planetary populations. In this context, I am particularly interested in how carbon-bearing chemistry, elemental ratios, and comparative atmospheric studies can be used to connect exoplanet spectra to broader questions of planet formation, migration, and chemical processing. For a more detailed overview of these projects and results, please refer to the Publications section.

Publications

First Author Publications

  1. Quantified estimation of molecular detections across different classes of Neptunian atmospheres using cross-correlation spectroscopy: prospects for future extremely large telescopes with high-resolution spectrographs

    The Astrophysical Journal Supplement Series 278(1), 19 (2025)

    Dubey, D., Majumdar, L., Beichman, C., Blake, G. A., Vasisht, G., & Henning, T.

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  2. Polycyclic aromatic hydrocarbons as an extraterrestrial atmospheric technosignature

    The Planetary Science Journal 6(1), 4 (2025)

    Dubey, D., Kopparapu, R., Ercolano, B., & Molaverdikhani, K.

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  3. A comparative simulation study of hot and ultrahot Jupiter atmospheres using different ground-based high-resolution spectrographs with cross-correlation spectroscopy

    The Astrophysical Journal 972(2), 165 (2024)

    Dubey, D., & Majumdar, L.

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  4. Polycyclic aromatic hydrocarbons in exoplanet atmospheres — I. Thermochemical equilibrium models

    Astronomy & Astrophysics 678, A53 (2023)

    Dubey, D., Grübel, F., Arenales-Lope, R., Molaverdikhani, K., Ercolano, B., Rab, C., & Trapp, O.

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Co-Authored Publications

  1. Polycyclic aromatic hydrocarbons in exoplanet atmospheres: a detectability study

    MNRAS 536(2), 1555–1578 (2025)

    Arenales-Lope, R., Molaverdikhani, K., Dubey, D., Ercolano, B., Grübel, F., & Rab, C.

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  2. Detectability of polycyclic aromatic hydrocarbons in the atmosphere of WASP-6 b with JWST NIRSpec/PRISM

    MNRAS 536(1), 324–339 (2025)

    Grübel, F., Molaverdikhani, K., Ercolano, B., Rab, C., Trapp, O., Dubey, D., & Arenales-Lope, R.

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  3. Data availability and requirements relevant for the Ariel space mission and other exoplanet atmosphere applications

    RAS Techniques and Instruments 3(1), 636–690 (2024) (K. L. Chubb et al., including Dubey, D.)

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Contact

Address

Universitäts-Sternwarte München
Scheinerstraße 1
81679 München

Find me online

Hallstatt, Austria — photograph by Dwaipayan Dubey (2023)
Captured by me at Hallstatt, Austria (2023)