Neural Dynamics Lab

Building the Future of Machine Learning and Fundamental Sciences

Publications

Publications and Preprints: 50 | Citations: over 5000 | h-index: 31

Submitted / In Review

2026

  • eGoT: Enhanced Graph-of-Thoughts for Improved Knowledge Retrieval

    N. Sanda, B. Gyori, V. Quaranta, A. Ganguly, and A. Paul

    ISMB 2026

  • DeepWeightFlow: Re-Basined Flow Matching for Generating Neural Network Weights

    S. Gupta, S. Biggs, M. Laber, Z. Shafi, R. Walters, and A. Paul

    ICLR 2026 (Poster)

2025

  • Further Exploration of Precise Binding Energies from Physics Informed Machine Learning and the Development of a Practical Ensemble Model

    I. Bentley, J. Tedder, M. Gebran, A. Paul

    Phys. Rev. C 112, 014324

  • High Precision Binding Energies from Physics Informed Machine Learning

    I. Bentley, J. Tedder, M. Gebran, A. Paul

    Phys. Rev. C 111, 034305

2024

  • Inferring to cooperate: Evolutionary games with Bayesian inferential strategies

    A. Patra, S. Sengupta, A. Paul, S. Chakraborty

    New J. Phys. 26, 063003 (2024)

  • High-Precision Regressors for Particle Physics

    F. Bishara, A. Paul, J. Dy

    Sci Rep 14, 5294 (2024)

2023

  • Constraints on Lepton Universality Violation from Rare B Decays

    M. Ciuchini, M. Fedele, E. Franco, A. Paul, L. Silvestrini and M. Valli

    Phys. Rev. D 107, 055036 (2023)

  • Charming penguins and lepton universality violation in b → sℓ⁺ℓ⁻ decays

    M. Ciuchini, M. Fedele, E. Franco, A. Paul, L. Silvestrini and M. Valli

    Eur. Phys. J 83 (2023) 1, 64

2022

  • Violation of custodial symmetry from W-boson mass measurements

    A. Paul and M. Valli

    Phys. Rev. D 106 (2022) 013008

  • Skip Connections for High Precision Regressors

    F. Bishara, A. Paul, J. Dy

    Machine Learning and the Physical Sciences, Workshop at NeurIPS 2022

  • Machine learning the trilinear and light-quark Yukawa couplings from Higgs pair kinematic shapes

    L. Alasfar, R. Gröber, C. Grojean, A. Paul and Z. Qian

    JHEP11 (2022) 045

  • Lessons on interpretable machine learning from particle physics

    C. Grojean, A. Paul, Z. Qian and I. Strümke

    Nat Rev Phys 4, 284–286 (2022)

  • Simple and statistically sound strategies for analysing physical theories

    S. S. AbdusSalam et al.

    Rept. Prog. Phys. 85 (2022) 052201

  • Causal connections between socioeconomic disparities and COVID-19 in the USA

    T. Banerjee, A. Paul, V. Srikanth and I. Strümke

    Sci. Rep. 12, 15827 (2022)

  • Crafting Data-driven Strategies to disentangle socioeconomic disparities from disease spread

    A. Paul

    Book Chapter. Springer Nature (2022). Edited by: S. Pachauri, A. Pachauri and K. Mittal

2021

  • Lessons from the B0,+ → K*0,+μ+μ angular analysis

    M. Ciuchini, M. Fedele, E. Franco, A. Paul, L. Silvestrini and M. Valli

    Phys. Rev. D 103 (2021) 1, 015030

  • Resurrecting bbh with kinematic shapes

    C. Grojean, A. Paul and Z. Qian

    JHEP04 (2021) 139

  • Comments on gauge anomalies at dimension-six in the Standard Model Effective Field Theory

    Q. Bonnefoy, L. Di Luzio, C. Grojean, A. Paul and A. N. Rossia

    JHEP05 (2021) 153

  • The Anomalous Case of Axion EFTs and Massive Chiral Gauge Fields

    Q. Bonnefoy, L. Di Luzio, C. Grojean, A. Paul, A. N. Rossia

    JHEP07 (2021) 189

  • Emergence of Universality in the transmission dynamics of COVID-19

    A. Paul, J. K. Bhattacharjee, A. Pal, S. Chakroborty

    Sci. Rep. 11, 18891 (2021)

  • Socio-economic disparities and COVID-19 in the USA

    A. Paul, P. Englert and M. Varga

    J. Phys. Complex. 2 (2021) no. 3, 035017

  • Automated Contact Tracing: a game of big numbers in the time of COVID-19

    H. Kim and A. Paul

    J. R. Soc. Interface 18 (2021) no. 175, 20200954

2020

  • B anomalies under the lens of electroweak precision

    L. Alasfar, A. Azatov, J. de Blas, A. Paul, M. Valli

    JHEP12 (2020) 116

  • HEPfit: a Code for the Combination of Indirect and Direct Constraints on High Energy Physics Models

    J. de Blas et al.

    Eur. Phys. J. C80 (2020) no.5, 456

  • Beyond COVID-19: Network science and sustainable exit strategies

    J. Bell et al.

    J. Phys. Complex. 2 (2020) no. 2, 021001

2019

  • On the future of Higgs, electroweak and diboson measurements at lepton colliders

    J. De Blas, G. Durieux, C. Grojean, J. Gu and A. Paul

    JHEP12 (2019) 117

  • New Physics in b → sℓ+ confronts new data on Lepton Universality

    M. Ciuchini, A. Coutinho, M. Fedele, E. Franco, A. Paul, L. Silvestrini and M. Valli

    Eur. Phys. J. C79 (2019) no.8, 719

  • SU(3)F breaking through FSI phases and CP asymmetries in D → PP decays

    F. Buccella, A. Paul and P. Santorelli

    Phys. Rev. D 99 (2019) no.11, 113001

  • The Belle II Physics Book

    Belle II Collaboration (E. Kou (ed.) et al.)

    PTEP 2019 (2019) 12, 123C01

2018

  • Heavy Higgs Searches: Flavor Matters

    S. Gori, C. Grojean, A. Juste, A. Paul

    JHEP01 (2018) 108

  • CLIC Potential for New Physics

    J. de Blas et al.

    CERN Yellow Rep. Monogr. Vol. 3 (2018)

  • Hadronic uncertainties in the B → K*ℓ+ decays

    M. Ciuchini, A. Coutinho, M. Fedele, E. Franco, A. Paul, L. Silvestrini and M. Valli

    PoS BEAUTY2018 (2018) 044

  • On Hadronic uncertainties polluting the New Physics hunt in b → s transitions

    M. Ciuchini, A. Coutinho, M. Fedele, E. Franco, A. Paul, L. Silvestrini and M. Valli

    Nucl. Part. Phys. Proc. 303-305 (2018) 8-13

2017

  • On Flavourful Easter eggs for New Physics hunger and Lepton Flavour Universality violation

    M. Ciuchini, A. Coutinho, M. Fedele, E. Franco, A. Paul, L. Silvestrini and M. Valli

    Eur. Phys. J. C77 (2017) no.10, 688

  • Phenomenological and Experimental Developments in Charm Physics: The WG7 Report from CKM 2016

    G. Casarosa, A. Di Canto and A. Paul

    PoS CKM2016 (2017) 020

  • Constraints on new physics from radiative B decays

    A. Paul and D. Straub

    JHEP04 (2017) 027

  • Knowns and Unknowns in the Predictions for B → K*ℓ+

    M. Ciuchini, M. Fedele, E. Franco, S. Mishima, A. Paul, L. Silvestrini and M. Valli

    Nucl. Part. Phys. Proc. 285-286 (2017) 45-49

2016

  • B → K*ℓ+ in the Standard Model: Elaborations and Interpretations

    M. Ciuchini, M. Fedele, E. Franco, S. Mishima, A. Paul, L. Silvestrini and M. Valli

    PoS ICHEP2016 (2016) 584

  • B → K*ℓ+ decays at large recoil in the Standard Model: a theoretical reappraisal

    M. Ciuchini, M. Fedele, E. Franco, S. Mishima, A. Paul, L. Silvestrini and M. Valli

    JHEP06 (2016) 116

  • Resolving gluon fusion loops at current and future hadron colliders

    A. Azatov, C. Grojean, A. Paul and E. Salvioni

    JHEP09 (2016) 123

2015

  • Taming the off-shell Higgs boson

    A. Azatov, C. Grojean, A. Paul and E. Salvioni

    J. Exp. Theor. Phys. 120 (2015)

2014

  • Probing Higgs couplings with high pT Higgs production

    A. Azatov and A. Paul

    JHEP01 (2014) 014

  • Manifestations of Warped Extra Dimension in Rare Charm Decays and Asymmetries

    A. Paul, A. de La Puente and I. I. Bigi

    Phys. Rev. D 90 (2014) 014035

2013

  • Lessons from charm dynamics

    A. Paul

    Proceedings of XII IFAE, Cagliari. Il Nuo. Cim. C 37 N. 1

2012

  • On CP Asymmetries in Two-, Three- and Four-Body D Decays

    I. I. Bigi and A. Paul

    JHEP03 (2012) 021

2011

  • Theoretical Conclusions from CDF Analyses of CP Violation in D0 → π+π, K+K and Future Tasks

    I. I. Bigi, A. Paul and S. Recksiegel

    JHEP06 (2011) 089

  • On D → Xul+l within the Standard Model and Frameworks like the Littlest Higgs model with T Parity

    A. Paul, I. I. Bigi and S. Recksiegel

    Phys. Rev. D 83 (2011) 114006

2010

  • D0 → γγ and D0 → μ+μ rates on an unlikely impact of the littlest Higgs model with T parity

    A. Paul, I. I. Bigi and S. Recksiegel

    Phys. Rev. D 82 (2010) 094006