Data Science, Digital Transformation, Risks & Complex Systems



Research Axis “Data Science, Digital Transformation, Risks & Complex Systems” represents a concerted collaboration between researchers from the ESILV and EMLV. Their combined expertise provides a comprehensive lens through which they tackle three primary areas of investigation: Complex Systems, Risks, and Data Science and Digital Transformation.




Intra-disciplinary areas

Data Science, Digital Transformation, Risks & Complex Systems

Research Axis “Data Science, Digital Transformation, Risks & Complex Systems”, with its three distinct yet interconnected topics, signifies the profound efforts of ESILV and EMLV researchers in contributing to a more informed and technologically advanced world.

Complex Systems

The first focal point, Complex Systems, is centered on modeling the intricate interactions of various entities. This includes:

  • Fluids and Particles: Modeling the collective behavior in fluids – liquids, gases, or plasmas – with fluid models and kinetic theory, with emphasis on the wave-particle interactions, has applications in numerous scientific and engineering disciplines.
  • Opinion Dynamics: Capturing the evolution and spread of opinions provides insights into human behavior, decision-making, and societal trends.
  • Crowd Behavior: Studying large group dynamics can offer important revelations about collective human actions and reactions in various scenarios.
  • Propagation: Understanding the spread, be it of information or trends, across different mediums or systems, is vital for numerous applications.
  • Blockchain: This topic delves into the decentralized systems and how information is stored, verified, and shared across a digital, distributed ledger.

Moreover, the realm of Complex Systems extends its reach to personalized recommendations. It seeks to understand the mechanisms behind tailored suggestions and their effects, along with examining factors that influence engagement and sway decision-making.

Risks

The Risks domain focuses on the multifaceted aspects of potential threats and challenges:

  • Measurement and Management: At its core, this segment revolves around defining, quantifying, and strategizing around various risks.
  • Financial, Economic, and Industrial Risks: This entails understanding the uncertainties and potential pitfalls in finance, broader economic factors, and industry-specific operations.
  • Pricing and Model Uncertainty: Delving into how assets, goods, or services are valued and the uncertainties surrounding these models is essential for businesses and economies.
  • Portfolio Selection, Economics, and Behavioral Finance: This area of study examines how assets are grouped, the dynamics of economies, and the psychological factors affecting financial decisions.

Lastly, researchers in this domain study economic design, aiming to understand the structures of economies, and how social change interplays with these designs.


Data Science and Digital Transformation

The third segment, Data Science and Digital Transformation, is a nod to our evolving digital era:

  • Data Science & Information Systems Management: This encompasses the methodologies and techniques of managing information systems and data gathering, storing, and retrieving in efficient and meaningful ways.
  • Data Analysis and Extraction: The process of dissecting vast datasets to glean relevant information and insights.
  • Data Graphs: Visual representations of data structures, showing connections and relationships.
  • Big Data and AI: Handling vast volumes of information and leveraging the prowess of Artificial Intelligence for various applications.
  • Machine and Statistical Learning: Exploring the algorithms and techniques that enable machines to learn from data.
  • Data Mining: The art and science of extracting patterns, trends, and actionable insights from large datasets.





Team




Publications

718 entries « 1 of 15 »

2026

Journal Articles

Daniel Wladdimiro; Nicolás Hidalgo; Alessio Pagliari; Luciana Arantes; Pierre Sens; Erika Rosas; Victor Reyes

A Multi-Model Predictive Framework for Adaptive Resource Management in Stream Processing Systems Journal Article

In: Future Generation Computer Systems-The International Journal Of Escience, vol. 182, pp. 108461, 2026.

Abstract | Links | BibTeX

Mofdi El-Amrani; Anouar Obbadi; Mohammed Seaid; Driss Yakoubi

Well-posedness of coupled Navier-Stokes and advection-diffusion equations for propagation of reaction fronts in viscous fluids Journal Article

In: Journal Of Computational And Applied Mathematics, vol. 481, pp. 117277, 2026.

Abstract | Links | BibTeX

Luigi Barletti; Francesco Salvarani

Trend to equilibrium of the Wigner function describing a quantum particle subject to decoherence Journal Article

In: Applied Mathematics Letters, vol. 179, pp. 109944, 2026.

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K. Benmoussa; Jean Deteix; Driss Yakoubi

On the well-posedness of the unsteady velocity-vorticity-helicity formulation of the Navier-Stokes equations Journal Article

In: Journal Of Mathematical Analysis And Applications, vol. 559, no. 1, pp. 130421, 2026.

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Shunqinag Ye; Xiaoman Zhao; Duc Khuong Nguyen; Jinpei Liu

Sales forecast of new energy vehicles in China based on multi-source information fusion and link prediction Journal Article

In: Journal Of Environmental Management, vol. 404, pp. 129359, 2026.

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Thomas Borsoni; Laurent Boudin; Mathiaud Julien; Francesco Salvarani

A kinetic model for polyatomic gas with quasi-resonant collisions leading to bi-temperature relaxation processes Journal Article

In: ESAIM: Mathematical Modelling and Numerical Analysis (ESAIM: M2AN), vol. 60, no. 2, pp. 473-494, 2026.

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Saad ZIGHAN; Salomée Ruel; Léo-Paul Dana

The Double-Edged Sword of Entrepreneurial Orientation and Unforeseen Outcomes in the Gulf Cooperation Council Countries Journal Article

In: Journal of Enterprising Communities: people and places of global economy, 2026.

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Salomée Ruel; George A. Zsidisin; Jennifer BLACKHURST

A taxonomy of supply chain resilience Journal Article

In: International Journal Of Production Research, 2026.

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Mustafa Nourallah; Peter Öhman; Thomas Walther; Duc Khuong Nguyen

Financial robo-advisors: A scoping review and future research directions Journal Article

In: Journal of Behavioral and Experimental Finance, vol. 49, pp. 101158, 2026.

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Tiniç Murat; Ahmet Sensoy; Demir Muge; Duc Khuong Nguyen

Broker network connectivity and the cross-section of expected returns Journal Article

In: Annals Of Operations Research, 2026.

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Romain Gautron; Mathieu Seurin; Eric Rahn; Emile Faye; Christian Bunn

Field-deployable coffee yield estimation from mobile phone images using branch segmentation and occlusion correction Journal Article

In: Smart Agricultural Technology, vol. 13, pp. 101901, 2026.

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Basma Jaffal-Moutarda; Raafat Talhouk

On the well-posedness of the Second-grade compressible fluid model Journal Article

In: Journal Of Mathematical Analysis And Applications, vol. 554, no. 2, pp. 130030, 2026.

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Aziz Takhirov; Driss Yakoubi

Pressure Poisson splitting scheme for Navier-Stokes Equations with open boundaries Journal Article

In: Mathematics And Computers In Simulation, vol. 240, pp. 968-981, 2026.

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Jihane Mali; Ahvar Shohreh; Faten Atigui; Ahmed Azough; Nicolas Travers

DaMoOp: A global approach for optimizing denormalized schemas through a multidimensional cost model Journal Article

In: Information Systems, vol. 136, pp. 102598, 2026.

Abstract | Links | BibTeX

Basma Jaffal-Mourtada; Raafat Talhouk

On the well-posedness of the Second-grade compressible fluid model Journal Article

In: Journal Of Mathematical Analysis And Applications, vol. 554, no. 2, pp. 130030, 2026.

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Byung-Gak SON; Lilian DE MENEZES; Seongtae KIM; Adriana LEIRAS; Salomée Ruel

On Sustainable Operations and Supply Chain Management: has the debate on Diversity, Equity, and Inclusion been settled Journal Article

In: International Journal Of Operations & Production Management, vol. 46, no. 3, pp. 341-266, 2026.

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Frédérique Charles; Anna Maria Massimini; Francesco Salvarani

Diffusion asymptotics of a kinetic model for gas-particle mixtures with energy exchanges Journal Article

In: Communications In Mathematical Sciences, vol. 24, no. 3, pp. 797-844, 2026.

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Jean-Gabriel ATTALI; Francesco Salvarani

A kinetic theory approach to consensus formation in financial markets Journal Article

In: Quantitative finance and economics, vol. 10, no. 1, pp. 108-129, 2026.

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Hamza Boukili; Aziz Takhirov; Driss Yakoubi

Analysis of Coupled Steady Navier-Stokes and Turbulent Kinetic Energy Equations with Velocity-Dependent Boundary Conditions Journal Article

In: Nodea-Nonlinear Differential Equations And Applications, vol. 33, no. 59, 2026.

Abstract | Links | BibTeX

Imane Essadeq; Salem Nafiri; SAAD BENJELLOUN; Anoir Essadat Fettouh

Stability and convergence of modal approximations in coupled thermoelastic systems: Theory and simulation Journal Article

In: Discrete And Continuous Dynamical Systems-Series S, 2026.

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Antoine Harfouche; Peter Saba; Thrycia TITE

Une IA éthique, informée et explicable face aux fluctuations de la demande agricole Journal Article

In: Revue Française de Gestion, vol. 52, no. 326, pp. 51-73, 2026.

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Aziz Takhirov; Basma Jaffal-Mourtada; Driss Yakoubi

Upwind iterative decoupling scheme for steady two-dimensional Grade-Two Fluid Equations Journal Article

In: Communications In Nonlinear Science And Numerical Simulation, vol. 152, no. Part E, pp. 109412, 2026.

Abstract | Links | BibTeX

Jamal EL BAZ; Salomée Ruel; Fedwa JEBLI; Temidayo Akenroye

The influence of organisational culture on supply chain readiness and responsiveness Journal Article

In: Supply Chain Forum: An International Journal, vol. 27, no. 1, pp. 85-106, 2026.

Abstract | Links | BibTeX

Books

Ranjan Chaudhuri; Dipak Saha; Navita Nathani; Vijay Prakash Gupta

Navigating the Future of Finance: Market Trends and Turbulence Book

1, Routledge, Taylor & Francis 2385 Executive Center Drive Suite 320 Boca Raton, FL 33431 USA, 2026, ISBN: 9781041145318.

Abstract | Links | BibTeX

Conferences

Francesco Salvarani; Claudia Nocita

On the Periodic Homogenization of the Maxwell-Stefan Equations Conference

International Congress of Mathematicians 2026, Philadelphia, USA, 2026.

Abstract | Links | BibTeX

Book Sections

Tatiana ZALAN; Elissar Toufaily

A Critical Perspective on Adopting Generative AI in Marketing for Business Organizations Book Section

In: of Artificial Intelligence in Marketing; Springer, Encyclopedia (Ed.): Encyclopedia of Artificial Intelligence in Marketing, pp. 1-17, Encyclopedia of Artificial Intelligence in Marketing, 2026, ISBN: 978-3-031-75316-9.

Abstract | Links | BibTeX

Proceedings Articles

Elissar Toufaily; Saeedeh Rezaee Vessal

Are Users Ready for Global Decentralized Platforms? Evidence from Controlled Experiments Proceedings Article

In: Nice, France, 2026, ISBN: To come soon.

Abstract | Links | BibTeX

Justine MARTY; Salomée Ruel; Claudia REBOLLEDO; Martin BEAULIEU; Chahid AHABCHANE

Procurement of innovation in healthcare organizations: a systematic literature review Proceedings Article

In: Helsinki, Finlande, 2026.

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Miscellaneous

Salomée Ruel

Pourquoi le prix de l'essence à la pompe ne baisse pas aussi vite qu'il monte Miscellaneous

The Conversation, 2026.

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Salomée Ruel

Le détroit d'Ormuz est un laboratoire pour gérer la logistique mondiale en temps de guerre Miscellaneous

The Conversation, 2026.

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Salomée Ruel

Supply chains circulaires et digitalisées : et si cette double transformation créait un angle mort social ? Miscellaneous

VOXLOG, 2026.

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PhD Theses

Peter Saba

Information Systems Between Action and Reflection: Socio-Technical Change, Human-Centric AI, and Digital Sustainability PhD Thesis

UVSQ, 2026.

Links | BibTeX

2025

Journal Articles

Carlos Vazquez-Ferrel; Erik Ernesto Vazquez Hernandez

Political survival and legislative reselection in Mexico's chamber of deputies Journal Article

In: The Journal of Legislative Studies, vol. 31, no. 4, pp. 1009-1038, 2025.

Abstract | Links | BibTeX

Rajat Subhra Chatterjee; Irfan Hameed; Sheshadri Chatterjee; Ranjan Chaudhuri; Demetris Vrontis; Pantea Foroudi

Aging Consumer Engagement with the Mobile Food Planner Apps in Malaysia: Investigating Gender Differences Journal Article

In: Journal Of Macromarketing, vol. 45, no. 4, pp. 723-746, 2025.

Abstract | Links | BibTeX

Mofdi El-Amrani; Anouar Obbadi; Mohammed Seaid; Driss Yakoubi

An efficient second-order scalar auxiliary variable approach for unsteady non-Newtonian incompressible fluids Journal Article

In: Computer Physics Communications, vol. 317, pp. 109865, 2025.

Abstract | Links | BibTeX

Célestin ELOCK SON; Salomée Ruel; Georges WALI BIDI

Analyse des déterminants de la satisfaction et de la fidélité au drive alimentaire Journal Article

In: Logistique & Management, vol. 33, no. 4, pp. 323-342, 2025.

Abstract | Links | BibTeX

Michael Christofi; Grigorios Lamprinakos; Duc Khuong Nguyen; Phuong Tra Tran

Digital strategy design and digital transformation: a review and future research directions Journal Article

In: International Marketing Review, vol. 42, no. 6, pp. 1065-1086, 2025.

Abstract | Links | BibTeX

Kamel Hamdache; Djamila Hamroun

On a model of Landau-Lifshitz-Gilbert equation for conducting ferromagnets Journal Article

In: Ricerche Di Matematica, pp. 1-36, 2025.

Abstract | Links | BibTeX

Divya Singh; Ujjwal Kanti Paul; Ranjan Chaudhuri; Sheshadri Chatterjee; Ciro Troise

How to Reduce Environmental Impacts and Achieve Sustainability: Exploring Electric Car Adoption Through a Hybrid Approach Journal Article

In: Corporate Social Responsibility And Environmental Management, pp. 1-21, 2025.

Abstract | Links | BibTeX

Sachin Kumar; Vinod Kumar; Ranjan Chaudhuri; Sheshadri Chatterjee; Demetris Vrontis

Investigating switching intentions of patients to healthcare robots: a push-pull-mooring theory perspective Journal Article

In: The Bottom Line, vol. Vol. ahead-of-print, no. No. ahead-, pp. 1-18, 2025.

Abstract | Links | BibTeX

Kuldeep Singh; Ranjan Chaudhuri; Sheshadri Chatterjee; Demetris Vrontis; Helene Yildiz

Harmonious CSR and sustainable branding: evaluating the moderating role of corporate reputation and SDGs in shaping consumer trust in digital advertising Journal Article

In: International Journal Of Advertising, vol. 44, no. 8, pp. 1407-1431, 2025.

Abstract | Links | BibTeX

Yacoub Taher; Depenveiller Camille; Tatsuma Atsushi; Barisin Tin; Rusakov Eugen; Göbel Udo; Peng Yuxu; Deng Shiqiang; Kagaya Yuki; Park Joon Hong; Kihara Daisuke; Guerra Marco; Palmieri Giorgio; Andrea Ranieri; Fugacci Ulderico; Biasotti Silvia; Ruiwen He; Halim Benhabiles; Adnane Cabani; Karim Hammoudi; Li Haotian Li; Huang Hao; Li Chunyan; Tehrani Alireza; Meng Fanwang; Zadeh Farnaz Heidar-; Yang Tuan-Anh; Montes Matthieu

SHREC 2025: Protein surface shape retrieval including electrostatic potential Journal Article

In: Computers & Graphics-Uk, vol. 132, pp. 104394, 2025.

Abstract | Links | BibTeX

Yun-Shi Dai; Peng-Fei Dai; Stéphane Goutte; Duc Khuong Nguyen; Wei-Xing Zhou

Multiscale Risk Spillovers and External Driving Factors: Evidence From the Global Futures and Spot Markets of Staple Foods Journal Article

In: Risk Analysis, vol. 45, no. 11, pp. 3554-3584, 2025.

Abstract | Links | BibTeX

Mohamed Amine Ouchdiri; SAAD BENJELLOUN; Adnane Saoud; Irene Otero-Muras

Turing patterns in a morphogenetic model with single regulatory function Journal Article

In: Mathematical Biosciences, vol. 389, pp. 109536, 2025.

Abstract | Links | BibTeX

Anurag Singh; Rupesh Kumar; Vinod Kumar; Georgia Sakka; Ranjan Chaudhuri; Sheshadri Chatterjee; Demetris Vrontis

From purpose to purchase: how sustainable advertising builds brand trust and corporate reputation Journal Article

In: International Journal Of Advertising, pp. 1-27, 2025.

Abstract | Links | BibTeX

Saad ZIGHAN; Salomée Ruel

Managing Social Sustainability Paradoxes in the Digitalized Supply Chains for Circular Economy Journal Article

In: Journal Of Purchasing And Supply Management, pp. 101090, 2025.

Abstract | Links | BibTeX

Vinod Kumar; Sachin Kumar; Ranjan Chaudhuri; Sheshadri Chatterjee; Demetris Vrontis

Mapping business ethics and society: A systematic journey into research and way forward Journal Article

In: Business Ethics, the Environment and Responsibility, vol. 34, no. 4, pp. 1487-1503, 2025.

Abstract | Links | BibTeX

Kamel Hamdache; Djamila Hamroun

Asymptotic behavior of thin ferroelectric models Journal Article

In: Nonlinear Analysis-Real World Applications, vol. 85, no. 1, pp. 104379, 2025.

Abstract | Links | BibTeX

Mofdi El-Amrani; Anouar Obbadi; Mohammed Seaid; Driss Yakoubi

Error analysis of a fractional-step method for reactive fluid flows with Arrhenius activation energy Journal Article

In: Communications In Nonlinear Science And Numerical Simulation, vol. 149, pp. 108867, 2025.

Abstract | Links | BibTeX

Peter Saba; William H. DeLone; Noor Ul-Ain; Antoine Harfouche; Imed Ben Nasr; Guillaume Biot-Paquerot; Sabrine Mallek

The DeLone and McLean Information Systems Success Model: What is the Future Evolution for Its Foundations, Components, and Applications? Journal Article

In: Communications of the AIS, vol. 57, pp. 878-898, 2025.

Abstract | Links | BibTeX

718 entries « 1 of 15 »

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