Thomas Kite, PhD
Cambridge, Massachusetts, United States
380 followers
372 connections
About
I am excited to combine fundamental science and computational solutions to create real…
Activity
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It's a special feeling going to a new office for the first time, especially when it's just been built. I'm incredibly excited to share the news of…
It's a special feeling going to a new office for the first time, especially when it's just been built. I'm incredibly excited to share the news of…
Liked by Thomas Kite, PhD
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In parallel with Isomorphic Labs and Novartis announcing the expansion of our research collaboration, IsoLabs Chief AI Officer, Max Jaderberg…
In parallel with Isomorphic Labs and Novartis announcing the expansion of our research collaboration, IsoLabs Chief AI Officer, Max Jaderberg…
Liked by Thomas Kite, PhD
Experience
Education
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The University of Manchester
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Activities and Societies: Fundraiser for Manchester RAG. PASS leader. Member of the Nuclear Physics Society.
Academic record available below.
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This includes Selectividad results of:
Physics: 10/10
Maths: 10/10
Chemistry: 9.7/10
I was awarded the "Matricula de Honor" for outstanding grades. This is awarded to only 1/20 students.
Licenses & Certifications
Volunteer Experience
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Fundraising volunteer
Childreach International
- 8 months
Human Rights
Fundraising for Childreach International as part of Manchester RAG.
Climbed mount Kilimanjaro and visited a school project in Tanzania.
Organised a big charity event with guest speakers including Brian Cox.
Raised over £2500 for the the charity. -
Posted on fire watch tower
Readingfestival
- Present 7 years 8 months
Arts and Culture
My job was to supervise a section of the campsite from one of the fire towers. This involved not only looking for potential fire hazards, but also suspicious behaviour, people in need of medical attention etc. If any dangers were spotted these were then communicated to the relevant people through the radio.
Publications
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Spectro-spatial evolution of the CMB I: discretisation of the thermalisation Green's function
Journal of Cosmology and Astroparticle Physics
Spectral distortions of the cosmic microwave background (CMB) have been recognized as an important future probe of the early Universe. Existing theoretical studies primarily focused on describing the evolution and creation of average distortions, ignoring spatial perturbations in the plasma. One of the main reasons for this choice is that a treatment of the spectro-spatial evolution of the photon field deep into the primordial Universe requires solving a radiative transfer problem for the…
Spectral distortions of the cosmic microwave background (CMB) have been recognized as an important future probe of the early Universe. Existing theoretical studies primarily focused on describing the evolution and creation of average distortions, ignoring spatial perturbations in the plasma. One of the main reasons for this choice is that a treatment of the spectro-spatial evolution of the photon field deep into the primordial Universe requires solving a radiative transfer problem for the distortion signals, which in full detail is computationally challenging. Here we provide the first crucial step towards tackling this problem by formulating a new spectral discretisation of the underlying average thermalisation Green's function. Our approach allows us to convert the high-dimensional partial differential equation system (~1,000-10,000 equations) into and set of ordinary differential equations of much lower dimension (~10 equations). We demonstrate the precision of the approach and highlight how it may be further improved in the future. We also clarify the link of the observable spectral distortion parameters (e.g., mu and y) to the computational spectral basis that we use in our frequency discretisation. This reveals how several basis-dependent ambiguities can be interpreted in future CMB analysis. Even if not exact, the new Green's function discretisation can be used to formulate a generalised photon Boltzmann-hierarchy, which can then be solved with methods that are familiar from theoretical studies of the CMB temperature and polarisation anisotropies. We will carry this program out in a series of companion papers, thereby opening the path to full spectro-spatial exploration of the CMB with future CMB imagers and spectrometers.
Other authorsSee publication -
Spectro-spatial evolution of the CMB II: generalised Boltzmann hierarchy
Journal of Cosmology and Astroparticle Physics
In this paper, we formulate a generalised photon Boltzmann hierarchy that allows us to model the evolution and creation of spectral distortion anisotropies in the early Universe. We directly build on our first paper in this series, extending the thermalisation Green's function treatment to the anisotropic case. We show that the problem can be described with the common Boltzmann hierarchy for the photon field extended by new spectral parameters -- a step that reduces the complexity of the…
In this paper, we formulate a generalised photon Boltzmann hierarchy that allows us to model the evolution and creation of spectral distortion anisotropies in the early Universe. We directly build on our first paper in this series, extending the thermalisation Green's function treatment to the anisotropic case. We show that the problem can be described with the common Boltzmann hierarchy for the photon field extended by new spectral parameters -- a step that reduces the complexity of the calculation by at least two orders of magnitude. Our formalism describes the effects of i) Doppler and potential driving, ii) spectral evolution by Compton scattering, iii) perturbed thermalisation and iv) anisotropic heating on the distortion anisotropies. We highlight some of the main physical properties of the equations and also outline the steps for computing CMB power spectra including distortion anisotropies. Limitations and extensions of the formulation are also briefly discussed. The novel Boltzmann hierarchy given here is the basis for a series of companion papers studying how distortion anisotropies evolve in the perturbed Universe and which physical processes could be constrained using future CMB imaging techniques.
Other authorsSee publication -
Spectro-spatial evolution of the CMB III: transfer functions, power spectra and Fisher forecasts
Journal of Cosmology and Astroparticle Physics
In this paper, we provide the first computations for the distortion transfer functions of the cosmic microwave background (CMB) in the perturbed Universe, following up on paper I and II in this series. We illustrate the physical effects inherent to the solutions, discussing and demonstrating various limiting cases for the perturbed photon spectrum. We clarify the relationship between distortion transfer functions and the photon spectrum itself, providing the machinery that can then compute…
In this paper, we provide the first computations for the distortion transfer functions of the cosmic microwave background (CMB) in the perturbed Universe, following up on paper I and II in this series. We illustrate the physical effects inherent to the solutions, discussing and demonstrating various limiting cases for the perturbed photon spectrum. We clarify the relationship between distortion transfer functions and the photon spectrum itself, providing the machinery that can then compute constrainable CMB signal power spectra including spectral distortions for single energy injection and decaying particle scenarios. Our results show that the μ×T and y×T power spectra reach levels that can be constrained with current and future CMB experiments without violating existing constraints from COBE/FIRAS. The amplitude of the cross-correlation signal directly depends on the average distortion level, therefore establishing a novel fundamental link between the state of the primordial plasma from redshift 103≲z≲3×106 and the frequency-dependent CMB sky. This provides a new method to constrain average early energy release using CMB imagers. As an example we derive constraints on single energy release and decaying particle scenarios. This shows that LiteBIRD may be able to improve the energy release limits of COBE/FIRAS by up to a factor of ≃2.5, while PICO could tighten the constraints by more than one order of magnitude. The signals considered here could furthermore provide a significant challenge to reaching cosmic variance-limited constraints on primordial non-Gaussianity from distortion anisotropy studies. Our work further highlights the immense potential for a synergistic spectroscopic approach to future CMB measurements and analyses.
Other authorsSee publication -
Disentangling the primordial nature of stochastic gravitational wave backgrounds with CMB spectral distortions
Arxiv Preprint
The recent detection of a stochastic gravitational wave background (SGWB) at nanohertz frequencies by pulsar timing arrays (PTAs) has sparked a flurry of interest. Beyond the standard interpretation that the progenitor is a network of supermassive black hole binaries, many exotic models have also been proposed, some of which can potentially offer a better fit to the data. We explore how the various connections between gravitational waves and CMB spectral distortions can be leveraged to help…
The recent detection of a stochastic gravitational wave background (SGWB) at nanohertz frequencies by pulsar timing arrays (PTAs) has sparked a flurry of interest. Beyond the standard interpretation that the progenitor is a network of supermassive black hole binaries, many exotic models have also been proposed, some of which can potentially offer a better fit to the data. We explore how the various connections between gravitational waves and CMB spectral distortions can be leveraged to help determine whether a SGWB was generated primordially or astrophysically. To this end, we present updated k-space window functions which can be used for distortion parameter estimation on enhancements to the primordial scalar power spectrum. These same enhancements can also source gravitational waves (GWs) directly at second order in perturbation theory, so-called scalar-induced GWs (SIGWs), and indirectly through the formation of primordial black holes (PBHs). We perform a mapping of scalar power spectrum constraints into limits on the GW parameter space of SIGWs for δ-function features. We highlight that broader features in the scalar spectrum can explain the PTA results while simultaneously producing a spectral distortion (SD) within reach of future experiments. We additionally update PBH constraints from μ- and y-type spectral distortions. Refined treatments of the distortion window functions widen existing SD constraints, and we find that a future CMB spectrometer could play a pivotal role in unraveling the origin of GWs imprinted at or below CMB anisotropy scales.
Other authorsSee publication -
Clarifying transfer function approximations for the large-scale gravitational wave background in ΛCDM
Monthly Notices of the Royal Astronomical Society
By numerically solving for the GW transfer functions we provide simple yet accurate formulas describing the average power of the large-scale energy spectrum of the GWB for arbitrary primordial tensor power spectra. In doing so we can pedagogically explain and clarify previous GWB literature, highlight the important cosmological parameters of various GWB features, and reveal multiple ways in which cancelling conceptual errors can give deceptively accurate results. In particular, we carefully…
By numerically solving for the GW transfer functions we provide simple yet accurate formulas describing the average power of the large-scale energy spectrum of the GWB for arbitrary primordial tensor power spectra. In doing so we can pedagogically explain and clarify previous GWB literature, highlight the important cosmological parameters of various GWB features, and reveal multiple ways in which cancelling conceptual errors can give deceptively accurate results. In particular, we carefully study the effects of both neutrino damping, and the precise nature of the transition between the radiation-dominated (RD) and matter-dominated (MD) eras. A byproduct of numerically solving the problem is the ability to study the robustness of common approximations in the literature. Specifically, we show that a numerical treatment is especially important around the RD–MD transition, and for a brief moment of history where neutrino damping occurs during MD.
Other authorsSee publication -
Bridging the gap: spectral distortions meet gravitational waves
Monthly Notices of the Royal Astronomical Society
As we highlight in this paper, spectral distortions (SDs) of the cosmic microwave background (CMB) uniquely probe GWs over six decades in frequency, bridging the gap between astrophysical high- and cosmological low-frequency measurements. This means SDs will not only complement other GW observations, but will be the sole probe of physical processes at certain scales.
Other authorsSee publication
More activity by Thomas
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I’ve long believed that there is no more important application for AI than helping improve human health. We are delighted to expand and strengthen…
I’ve long believed that there is no more important application for AI than helping improve human health. We are delighted to expand and strengthen…
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I'm thrilled to share some work we put on ArXiv last year, where we explore a powerful way to bring AI into clinical practice—leveraging existing…
I'm thrilled to share some work we put on ArXiv last year, where we explore a powerful way to bring AI into clinical practice—leveraging existing…
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Accurate weather prediction is one of the most important uses of AI – from helping with climate and environmental planning, to disaster response and…
Accurate weather prediction is one of the most important uses of AI – from helping with climate and environmental planning, to disaster response and…
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𝗡𝗲𝘂𝗿𝗜𝗣𝗦 𝟮𝟬𝟮𝟰: 𝗗𝗶𝗳𝗳𝘂𝘀𝗶𝗼𝗻 𝗧𝗵𝗲𝗺𝗲𝘀 𝗮𝗻𝗱 𝗠𝗲𝗺𝗲𝘀 📝 The moment you've all been waiting for... I have a blog! The first…
𝗡𝗲𝘂𝗿𝗜𝗣𝗦 𝟮𝟬𝟮𝟰: 𝗗𝗶𝗳𝗳𝘂𝘀𝗶𝗼𝗻 𝗧𝗵𝗲𝗺𝗲𝘀 𝗮𝗻𝗱 𝗠𝗲𝗺𝗲𝘀 📝 The moment you've all been waiting for... I have a blog! The first…
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Absolutely love this dynamic graph, so visual and easy to get!!!!
Absolutely love this dynamic graph, so visual and easy to get!!!!
Liked by Thomas Kite, PhD
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“only by being brave enough to explore new approaches and to challenge the way things have always been done will we see the kind of positive impact…
“only by being brave enough to explore new approaches and to challenge the way things have always been done will we see the kind of positive impact…
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Leaving #jpm2025 with a great sense of optimism after meeting countless builders at various events throughout the week, people with a passion for…
Leaving #jpm2025 with a great sense of optimism after meeting countless builders at various events throughout the week, people with a passion for…
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I'm glad to share that Isomorphic Labs has become a consortium member on the UK Biobank's Pharma Proteomics Project (https://lnkd.in/gMJHbH-Y) - an…
I'm glad to share that Isomorphic Labs has become a consortium member on the UK Biobank's Pharma Proteomics Project (https://lnkd.in/gMJHbH-Y) - an…
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We are pleased to announce our participation in the UK Biobank Pharma Proteomics Project; bringing together a consortium of 14 biopharma companies…
We are pleased to announce our participation in the UK Biobank Pharma Proteomics Project; bringing together a consortium of 14 biopharma companies…
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