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(16)Heat kernels and resummations: The spinor case
  • S. A. Franchino-Viñas,
  • C. García-Pérez,
  • F. D. Mazzitelli,
  • S. Pla,
  • V. Vitagliano
Physical Review D (01/2026) doi:10.1103/yjqc-mzwb
abstract + abstract -

Among the available perturbative approaches in quantum field theory, heat kernel techniques provide a powerful and geometrically transparent framework for computing effective actions in nontrivial backgrounds. In this work, resummation patterns within the heat kernel expansion are examined as a means of systematically extracting nonperturbative information. Building upon previous results for Yukawa interactions and scalar quantum electrodynamics, we extend the analysis to spinor fields, demonstrating that a recently conjectured resummation structure continues to hold. The resulting formulation yields a compact expression that resums invariants constructed from the electromagnetic tensor and its spinorial couplings, while preserving agreement with known proper-time coefficients. Beyond its immediate computational utility, the framework offers a unified perspective on the emergence of nonperturbative effects (such as Schwinger pair creation) in relation to perturbative heat kernel data, and provides a basis for future extensions to curved spacetimes and non-Abelian gauge theories.


(15)Supergravity from the bottom up
  • Tony Gherghetta,
  • Wenqi Ke
Journal of High Energy Physics (01/2026) doi:10.1007/JHEP01(2026)067
abstract + abstract -

We employ on-shell methods to construct scattering amplitudes and derive effective theories involving massive spin-3/2 fermions interacting with spin 0, 1 and 2 bosons. The four-point massive amplitudes are constructed using an all-line-transverse momentum shift, assuming that in the massless limit, three-point interactions are smooth and the Ward identity is satisfied. For a Majorana spin-3/2 fermion with mass m3/2, we show that interactions with only spin 0 and massive spin-1 bosons do not lead to an effective theory valid up to a cutoff Λ ≫ m3/2 that is independent of particle masses. Instead, adding an interaction with a spin-2 graviton gives rise to four-point amplitudes with a Planck scale unitarity cutoff that reproduces well-known results from N = 1 supergravity, such as F-term breaking with a complex scalar and D-term breaking with an additional massive photon. These bottom-up results are then extended to two Majorana spin-3/2 fermions where an interacting effective theory valid up to Λ ≫ m3/2 again requires the introduction of the spin-2 graviton. Unitarity up to the Planck scale is then achieved when the two Majorana spin-3/2 fermions have unequal masses, and necessarily couple to two massive spin-1 states corresponding to the spontaneous breaking of N = 2 supergravity to N = 0. Our results, obtained from the bottom-up and without any Lagrangian, imply that broken supergravity is the unique, effective theory involving interactions of massive spin-3/2 fermions valid up to a cutoff Λ ≫ m3/2 that does not depend on particle masses.


(14)Broadband study of the Be/X-ray binary pulsar eRASSU J012422.9-724248 in the Magellanic Bridge, near the Eastern Wing of the Small Magellanic Cloud
  • Haonan Yang,
  • Chandreyee Maitra,
  • Frank Haberl,
  • David Kaltenbrunner,
  • Lorenzo Ducci
  • +2
  • Andrzej Udalski,
  • Georgios Vasilopoulos
  • (less)
Monthly Notices of the Royal Astronomical Society (01/2026) doi:10.1093/mnras/stag144
abstract + abstract -

The first four all-sky surveys with eROSITAthe soft X-ray instrument on board the Spektrum-Roentgen-Gamma (SRG) satellite revealed a new X-ray source, eRASSU J012422.9-724248, in the Magellanic Bridge, near the Eastern Wing of the Small Magellanic Cloud (SMC). We performed a broadband timing and spectral analysis using the optical and X-ray data of eRASSU J012422.9-724248. Using the X-ray observations with eROSITA, Swift, NuSTARand optical data from the optical Gravitational Lensing Experiment (OGLE) and the Las Cumbres Observatory (LCO), we confirm the nature of eRASSU J012422.9-724248as a Be/X-ray binary (BeXRB) pulsar in the Magellanic bridge. The position is coincident with that of an early-type star (OGLE ID SMC732.10.7). We detect the spin period at 341.71 s in NuSTARdata and infer a period of 63.65 days from the 15 year monitoring with OGLE, that we interpret as the orbital period of the system. A tentative CRSF at ~12.3 keV is identified in NuSTARspectra with ~1.8σ. The source appears to show a persistent X-ray luminosity and an optical magnitude transition on the long timescale. We propose eRASSU J012422.9-724248is a new member of the class of persistent BeXRBs.


(13)Baryonification III: An accurate analytical model for the dispersion measure probability density function of fast radio bursts
  • MohammadReza Torkamani,
  • Robert Reischke,
  • Michael Kovač,
  • Andrina Nicola,
  • Jozef Bucko
  • +4
  • Alexandre Refregier,
  • Sambit K. Giri,
  • Aurel Schneider,
  • Steffen Hagstotz
  • (less)
abstract + abstract -

We develop a fully analytical framework for predicting the one-point probability distribution function (PDF) of dispersion measures (DM) for fast radio bursts (FRBs) using the baryonification (BFC) model. BFC provides a computationally efficient alternative to expensive hydrodynamical simulations for modelling baryonic effects on cosmological scales. By applying the halo mass function and halo bias, we convolve contributions from individual halos across a range of masses and redshifts to derive the large-scale structure contribution to the DM PDF. We validate our analytical predictions against consistency-check simulations and compare them with the IllustrisTNG hydrodynamical simulation across a range of redshifts up to $z = 5$, demonstrating excellent agreement. We demonstrate that our model produces consistent results when fitting gas profiles and predicting the PDF, and vice versa. We show that the BFC parameters controlling the gas profile, particularly the halo mass scale ($M_\mathrm{c}$), mass-dependent slope ($μ$), and outer truncation ($δ$), are the primary drivers of the PDF shape. Additionally, we investigate the validity of the log-normal approximation commonly used for DM distributions, finding that it provides a sufficient description for a few hundred FRBs. Our work provides a self-consistent model that links gas density profiles to integrated DM statistics, enabling future constraints on baryonic feedback processes from FRB observations.


(12)Cosmological neutrino mass: a frequentist overview in light of DESI
  • D. Chebat,
  • C. Yèche,
  • E. Armengaud,
  • N. Schöneberg,
  • M. Walther
  • +49
  • A. de Mattia,
  • J. Rohlf,
  • J. Aguilar,
  • S. Ahlen,
  • D. Bianchi,
  • D. Brooks,
  • T. Claybaugh,
  • A. Cuceu,
  • A. de la Macorra,
  • P. Doel,
  • S. Ferraro,
  • A. Font-Ribera,
  • J. E. Forero-Romero,
  • E. Gaztañaga,
  • G. Gutierrez,
  • C. Hahn,
  • H. K. Herrera-Alcantar,
  • C. Howlett,
  • D. Huterer,
  • M. Ishak,
  • J. Jimenez,
  • R. Joyce,
  • S. Juneau,
  • R. Kehoe,
  • D. Kirkby,
  • A. Kremin,
  • O. Lahav,
  • A. Lambert,
  • M. Landriau,
  • L. Le Guillou,
  • C. Magneville,
  • M. Manera,
  • R. Miquel,
  • J. Moustakas,
  • G. Niz,
  • N. Palanque-Delabrouille,
  • W. J. Percival,
  • F. Prada,
  • I. Pérez-Ràfols,
  • G. Rossi,
  • E. Sanchez,
  • D. Schlegel,
  • J. Silber,
  • D. Sprayberry,
  • G. Tarlé,
  • B. A. Weaver,
  • P. Zarrouk,
  • R. Zhou,
  • H. Zou
  • (less)
Journal of Cosmology and Astroparticle Physics (01/2026) doi:10.1088/1475-7516/2026/01/041
abstract + abstract -

We derive constraints on the neutrino mass using a variety of recent cosmological datasets, including DESI BAO, the full-shape analysis of the DESI matter power spectrum and the one-dimensional power spectrum of the Lyman-α forest (P1D) from eBOSS quasars as well as the cosmic microwave background (CMB). The constraints are obtained in the frequentist formalism by constructing profile likelihoods and applying the Feldman-Cousins prescription to compute confidence intervals. This method avoids potential prior and volume effects that may arise in a comparable Bayesian analysis. Parabolic fits to the profiles allow one to distinguish changes in the upper limits from variations in the constraining power σ of the different data combinations. We find that all profiles in the ΛCDM model are cut off by the ∑mν ≥ 0 bound, meaning that the corresponding parabolas reach their minimum in the unphysical sector. The most stringent 95% C.L. upper limit is obtained by the combination of DESI DR2 BAO, Planck PR4 and CMB lensing at 53 meV, below the minimum of 59 meV set by the normal ordering. The corresponding constraining power σ is 43 meV, which highlights the importance of the cut-off by negative values in the determination of the upper limit. Extending ΛCDM to non-zero curvature and w 0 wa CDM relaxes the constraints past 59 meV again, but only w 0 wa CDM exhibits profiles with a minimum at a positive value. Additionally, we extend the formalism to constrain the lightest neutrino mass. For DESI DR2 BAO, Planck PR4 and CMB lensing, we find confidence limits at 20 and 19 meV for normal and inverted ordering, respectively. Using a combination of DESI DR1 full-shape, BBN and eBOSS Lyman-α P1D, we successfully constrain the neutrino mass independently of the CMB. This combination yields m l ≤ 97 and 98 meV in the normal and inverted orderings, and total neutrino mass ∑mν ≤ 285 meV (95% C.L.). The addition of DESI full-shape or Lyman-α P1D to CMB and DESI BAO results in small but noticeable improvement of the constraining power of the data. Lyman-α free-streaming measurements especially improve the constraint. Since they are based on eBOSS data, this sets a promising precedent for upcoming DESI data.


(11)A Comprehensive Hadronic Code Comparison for Active Galactic Nuclei
  • Matteo Cerruti,
  • Annika Rudolph,
  • Maria Petropoulou,
  • Markus Böttcher,
  • Stamatios I. Stathopoulos
  • +12
  • Foteini Oikonomou,
  • Stavros Dimitrakoudis,
  • Anton Dmytriiev,
  • Shan Gao,
  • Susumu Inoue,
  • Apostolos Mastichiadis,
  • Kohta Murase,
  • Anita Reimer,
  • Joshua Robinson,
  • Xavier Rodrigues,
  • Walter Winter,
  • Andreas Zech
  • (less)
The Astrophysical Journal Supplement Series (01/2026) doi:10.3847/1538-4365/ae1d5f
abstract + abstract -

We perform the first dedicated comparison of five hadronic codes (AM3, ATHEνA, B13, LeHa-Paris, and LeHaMoC) that have been extensively used in modeling the spectral energy distribution (SED) of jetted active galactic nuclei. The purpose of this comparison is to identify the sources of systematic errors (e.g., implementation method of proton─photon interactions) and to quantify the expected dispersion in numerical SED models computed with the five codes. The outputs from the codes are first tested in synchrotron self-Compton scenarios that are the simplest blazar emission models used in the literature. We then compare the injection rates and spectra of secondary particles produced in pure hadronic cases with monoenergetic and power-law protons interacting on blackbody and power-law photon fields. We finally compare the photon SEDs and the neutrino spectra for realistic proton-synchrotron and leptohadronic blazar models. We find that the codes are in excellent agreement with respect to the spectral shape of the photons and neutrinos. There is a remaining spread in the overall normalization that we quantify, at its maximum, at the level of ±40%. This value should be used as an additional, conservative, systematic uncertainty term when comparing numerical simulations and observations.


(10)EWOCS-V: Is Wd1-72 a recent post-interaction WR+O binary?
  • C. J. K. Larkin,
  • J. Mackey,
  • H. Jin,
  • A. A. C. Sander,
  • B. Reville
  • +12
  • K. Anastasopoulou,
  • M. Andersen,
  • A. Bayo,
  • J. J. Drake,
  • E. K. Grebel,
  • M. G. Guarcello,
  • T. J. Haworth,
  • V. M. Kalari,
  • R. R. Lefever,
  • F. Najarro,
  • B. W. Ritchie,
  • E. Sabbi
  • (less)
abstract + abstract -

The evolutionary origin of Wolf-Rayet (WR) stars at Solar metallicity is unclear. Single-star evolution from massive O stars, possibly via a Luminous Blue Variable phase, is challenged by binary period distributions of different WR subtypes. Wd1-72 is a WN7b+O binary embedded in the collective wind of the Galactic young massive cluster Westerlund 1 (Wd 1). It is surrounded by highly structured nebulosity, with cometary tails pointing away from Wd 1 and quasi-spherical droplets towards it. In this letter, we demonstrate that this morphology can be qualitatively reproduced by a hydrodynamic simulation of non-conservative Roche Lobe Overflow (RLOF) mass-loss into a cluster wind. Our model is based on a detailed binary evolution track consistent with key known properties of Wd1-72. Our work suggests Wd1-72 could be only ~10 kyr post-RLOF, and the hydrogen-free nature of Wd1-72 favours this being a second or subsequent RLOF episode. Follow-up observations could make Wd1-72 a valuable benchmark for probing mass-loss and mass-transfer in forming gravitational-wave binary-progenitor systems.


(9)GRB 250704B: An Off-axis Short GRB with a Long-lived Afterglow Plateau
  • Vishwajeet Swain,
  • Tomás Ahumada,
  • Sameer K. Patil,
  • Yogesh Wagh,
  • Varun Bhalerao
  • +25
  • Ehud Nakar,
  • Mansi Kasliwal,
  • Xander J. Hall,
  • Malte Busmann,
  • Utkarsh Pathak,
  • Shreya Anand,
  • Viraj Karambelkar,
  • Igor Andreoni,
  • G. C. Anupama,
  • Anuraag Arya,
  • Arvind Balasubramanian,
  • Sudhanshu Barway,
  • Jonathan Carney,
  • Michael Coughlin,
  • D. Eappachen,
  • James Freeburn,
  • Daniel Gruen,
  • Tanishk Mohan,
  • Brendan O'Connor,
  • Antonella Palmese,
  • D. K. Sahu,
  • Aditya Pawan Saikia,
  • Nikhil Sarin,
  • Gokul Srinivasaragavan,
  • Hitesh Tanenia
  • (less)
The Astrophysical Journal (01/2026) doi:10.3847/2041-8213/ae2a20
abstract + abstract -

We present a detailed multiwavelength afterglow study of the short gamma-ray burst (GRB) GRB 250704B, extensively monitored in optical and near-infrared bands. Its afterglow displays an unusually long duration plateau followed by an achromatic break and a steep decline, deviating from canonical GRB afterglows. While long plateaus are often explained by central engine activity, we find that for GRB 250704B an energy injection model requires unreasonable parameters. The afterglow is better explained by an off-axis power-law structured jet with a narrow core (θc ≍ 0<inline-formula> <mml:math><mml:mover><mml:mrow><mml:mo>.</mml:mo></mml:mrow><mml:mrow><mml:mtext>°</mml:mtext></mml:mrow></mml:mover></mml:math> </inline-formula>7) viewed at a modest angle (θv ≍ 1<inline-formula> <mml:math><mml:mover><mml:mrow><mml:mo>.</mml:mo></mml:mrow><mml:mrow><mml:mtext>°</mml:mtext></mml:mrow></mml:mover></mml:math> </inline-formula>9). A comparison with GRB 170817A shows that both events are consistent with the off-axis structured jet scenario, where the shape of the light curve is governed primarily by the geometry of the jet and the viewing angle rather than the energetics, microphysical parameters, or external density. Our results underscore the importance of incorporating the jet structure in GRB modeling.


(8)FAUST: XXX. Dust enhancement in the young binary L1551 IRS 5
  • N. Cuello,
  • E. Bianchi,
  • F. Ménard,
  • L. Loinard,
  • R. Hernández Garnica
  • +15
  • A. Durán,
  • C. Ceccarelli,
  • M. J. Maureira,
  • C. J. Chandler,
  • C. Codella,
  • N. Sakai,
  • L. Podio,
  • G. Sabatini,
  • L. Chahine,
  • M. de Simone,
  • D. Fedele,
  • D. Johnstone,
  • T. Hanawa,
  • I. Jiménez-Serra,
  • S. Yamamoto
  • (less)
Astronomy and Astrophysics (01/2026) doi:10.1051/0004-6361/202554082
abstract + abstract -

Young binary stars with discs provide unique laboratories for studying the earliest stages of planet formation in star-forming environments. The detection of substructure in discs around Class I protostars challenges current models of disc evolution, and suggests that planets may form earlier than previously expected (< 1 Myr). In the context of the FAUST Large Program, we present observations of the circumbinary disc (CBD) around the young binary system L1551 IRS 5. The CBD exhibits two prominent over-densities in the continuum emission at the edge of the cavity, with the northern over-density being about 20% brighter than the southern one. By analysing the disc morphology and kinematics of L1551 IRS 5, we delineate dynamical constraints on the binary's orbital parameters. Additionally, we present 3D hydrodynamical models of the CBD to predict both the dust and the gas surface densities. Then, we compare the resulting synthetic observations with ALMA observations of the continuum emission at 1.3 mm and the C18O line emission. Our analysis suggests that the density enhancements observed with ALMA in L1551 IRS 5 can be caused by interactions between the binary stars and the CBD, leading to dust concentration within the disc. We conclude that the observed over-density corresponds to a location where solids could potentially grow in size under favourable conditions.


(7)Dispersion relation of the neutrino plasma: unifying fast, slow, and collisional instabilities
  • Damiano F. G. Fiorillo,
  • Georg G. Raffelt
Journal of High Energy Physics (01/2026) doi:10.1007/JHEP01(2026)147
abstract + abstract -

In neutrino-dense astrophysical environments, these particles exchange flavor through a coherent weak field, forming a collisionless neutrino plasma with collective flavor dynamics. Instabilities, which grow and affect the environment, may arise from neutrino-neutrino refraction alone (fast limit), vacuum energy splittings caused by masses (slow limit), or neutrino-matter scattering (collisional limit). We present a comprehensive analytical description of the dispersion relation governing these unstable modes. Treating vacuum energy splittings and collision rates as small perturbations, we construct a unified framework for fast, slow, and collisional instabilities. We classify modes into gapped, where collective excitations are already present in the fast limit but rendered unstable by slow or collisional effects, and gapless, which are purely generated by these effects. For each class, we derive approximate dispersion relations for generic energy and angle distributions, which reveal the order of magnitude of the growth rates and the nature of the instabilities without solving directly the dispersion relation. This approach confirms that slow and collisionally unstable waves generally grow much more slowly than they oscillate. Consequently, the common fast-mode approximation of local evolution within small boxes is unjustified. Even for fast modes, neglecting large-distance propagation of growing waves, as usually done, may be a poor approximation. Our unified framework provides an intuitive understanding of the linear phase of flavor evolution across all regimes and paves the way for a quasi-linear treatment of the instability's nonlinear development.


(6)Single-wave solutions of the neutrino fast flavor system. Part I. Mechanical properties
  • Damiano F. G. Fiorillo,
  • Georg G. Raffelt
abstract + abstract -

A dense neutrino plasma can exhibit collective flavor evolution caused by neutrino--neutrino refraction. Recently, a new class of exact nonlinear inhomogeneous solutions was discovered: single-wave (SW) solutions of the fast flavor system. The key property is that the flavor occupation numbers remain homogeneous, whereas the field of flavor coherence varies spatially with a single wave vector. The equations of motion for this structure resemble those of a collection of classical spins, in analogy with the homogeneous slow and fast flavor cases. In contrast, the SW system is not integrable (it does not possess Gaudin invariants) so that, while two-beam pendulum solutions are inevitable, they do not extend to a multi-angle system. We develop a taxonomy of all known nonlinear collective flavor solutions, explaining the overlap between categories and their differences.


(5)Differentiable quantum-trajectory simulation of Lindblad dynamics for QGP transport-coefficient inference
  • Lukas Heinrich,
  • Tom Magorsch
abstract + abstract -

We study parameter estimation for the transport coefficients of the quark-gluon plasma by differentiating open-quantum-system-based Monte Carlo simulations of quarkonium suppression. The underlying simulator requires solving a Lindblad equation in a large Hilbert space, which makes parameter estimation computationally expensive. We approach the problem using gradient-based optimization. Specifically, we apply the score-function gradient estimator to differentiate through discrete jump sampling in the Monte Carlo wave-function algorithm used to solve the Lindblad equation. The resulting stochastic gradient estimator exhibits sufficiently low variance and can still be estimated in an embarrassingly parallel manner, enabling efficient scaling of the simulations. We implement this gradient estimator in the existing open-source quarkonium suppression code QTraj. To demonstrate its utility for parameter estimation, we infer the two transport coefficients $\hatκ$ and $\hatγ$ using gradient-based optimization on synthetic nuclear modification factor data.


(4)Analytic two-loop amplitudes for di-jet and γ+jet production mediated by a heavy-quark loop
  • Federico Coro,
  • Christoph Nega,
  • Lorenzo Tancredi,
  • Fabian J. Wagner
Journal of High Energy Physics (01/2026) doi:10.1007/JHEP01(2026)090
abstract + abstract -

In this paper, we present analytical results for the two-loop QCD corrections to the production of two partons or a photon and a parton in hadronic collisions, mediated by loops of massive quarks. These amplitudes involve Feynman integrals defined on an elliptic curve. We compute them by generalizing our recent results for the production of two photons to include additional crossings of the corresponding master integrals, which we compute in terms of the same basis of independent iterated integrals. We discuss the analytical properties of the amplitudes, highlighting the cancellations of a large number of elliptic differential forms in their finite remainders. Finally, we elaborate on a strategy for their numerical evaluation based on generalized series expansions at singular points of the physical amplitude, through the introduction of suitable sets of variables that allow us to resolve all singularities.


(3)Constraints on Loryons in a Two Higgs Doublet Model
  • Can Kilic,
  • Sanjay Mathai,
  • Taewook Youn
abstract + abstract -

We consider Loryons, particles beyond the Standard Model that receive a significant fraction of their masses from electroweak symmetry breaking, in the context of a two Higgs doublet model. Using scalar Loryons in the the $[1,1]$, $[1,3]$ (as well as the equivalent $[3,1]$) and the $[2,2]$ representations of the custodial $SU(2)_L \times SU(2)_R$ global symmetry as benchmarks, we study the constraints on the Loryon parameter space, focusing on unitarity, Higgs decay observables, and the absence of Loryon vacuum expectation values. We find that while neutral singlet Loryons remain viable for masses up to 700 GeV, representations containing charged scalars are severely constrained by LHC data, particularly as the fraction of mass generated by symmetry breaking increases.


(2)Prediction for Maximum Supercooling in SU(N) Confinement Transition
  • Prateek Agrawal,
  • Gaurang Ramakant Kane,
  • Vazha Loladze,
  • John March-Russell
Physical Review Letters (01/2026) doi:10.1103/3r5x-vhnd
abstract + abstract -

The thermal confinement phase transition in <inline-formula><mml:math><mml:mrow><mml:mrow><mml:mi>SU</mml:mi></mml:mrow><mml:mo>(</mml:mo><mml:mi>N</mml:mi><mml:mo>)</mml:mo></mml:mrow></mml:math></inline-formula> Yang-Mills theory is first order for <inline-formula><mml:math><mml:mrow><mml:mi>N</mml:mi><mml:mo>≥</mml:mo><mml:mn>3</mml:mn></mml:mrow></mml:math></inline-formula>, with bounce action scaling as <inline-formula><mml:math><mml:mrow><mml:msup><mml:mrow><mml:mi>N</mml:mi></mml:mrow><mml:mrow><mml:mn>2</mml:mn></mml:mrow></mml:msup></mml:mrow></mml:math></inline-formula>. Remarkably, lattice data for the action include a small coefficient whose presence likely strongly alters the phase transition dynamics. We give evidence, utilizing insights from softly broken supersymmetric Yang-Mills models, that the small coefficient originates from a deconfined phase instability just below the critical temperature. We predict the maximum achievable supercooling in <inline-formula><mml:math><mml:mrow><mml:mi>SU</mml:mi></mml:mrow><mml:mo>(</mml:mo><mml:mi>N</mml:mi><mml:mo>)</mml:mo></mml:math></inline-formula> theories to be a few percent, which can be tested on the lattice. We briefly discuss the potentially significant suppression of the associated cosmological gravitational wave signals.


(1)A neural-network framework for tracking and identifying cosmic-ray nuclei in the RadMap Telescope
  • Luise Meyer-Hetling,
  • Martin J. Losekamm,
  • Stephan Paul,
  • Thomas Pöschl
Journal of Space Weather and Space Climate (2026) doi:10.1051/swsc/2026001
abstract + abstract -

The detailed characterization of the radiation environment aboard spacecraft is a prerequisite for assessing shielding requirements and for minimizing the exposure of crew and equipment during future deep-space missions. The scintillating-fiber tracking calorimeter at the heart of the RadMap Telescope is designed for detailed studies of cosmic rays within the resource constraints of an operational radiation monitor. We present a neural-network framework that can reconstruct the properties of cosmic-ray nuclei traversing the instrument. Employing the GEANT4 simulation toolkit and a simplified model of the detector to generate training and test data, we achieve the spectroscopic capabilities required for an accurate determination of the biologically relevant dose that astronauts receive in space. We can reconstruct the trajectory of a particle with an angular resolution of better than 1.4° and achieve a charge separation of better than 95% for nuclei with Z ≤ 8; specifically, we reach an accuracy of 99.8% for hydrogen. The energy resolution is < 20% for energies below 1 GeV/n and elements up to iron. We also discuss the limitations of our detector, the reconstruction framework, and this feasibility study, as well as possible improvements.