*** PROGRAM ICRAMCS 2026 *** [GMT+1]
Thursday, April 23, 2026 [Face-to-Face]
08:00	-	09:00		Welcome Participants
09:00	-	09:30		COFFEE BREAK
09:30	-	10:00		Poster Session   &   Group Photo
10:00	-	10:30		Ceremony and Introduction
10:30	-	11:00		Plenary Conference ①: Multi-Serotype Nested Immuno-Epidemiological PDE Model with Backward Bifurcation Prof. Mostafa ADIMY, Inria Centre Lyon, Lyon, France Chair: Prof. Khalil EZZINBI, Cadi Ayyad University, Marrakech, Morocco
11:00	-	11:30		Plenary Conference ②: A new  fixed point  theorem  for affine maps under the light of weak topology and applications to periodic solutions for nonhomogeneous linear dynamical systems Prof. Khalil EZZINBI, Cadi Ayyad University, Marrakech, Morocco Chair: Prof. Mostafa ADIMY, Inria Centre Lyon, Lyon, France
Parallel Sessions [FACE-TO-FACE PRESENTATION]
				Session 1: Dynamical Systems and Differential Equations		Session 2: Biomathematics and Ecosystems Modeling		Session 3: Probability and Statistics and Stochastic Analysis		Session 4: Artificial Intelligence and Machine Learning
Chairmen				MOSTAFA ADIMY | SAID BOULITE | KHALIL EZZINBI | LAILA TAOURIRTE		KHALID CHOUKRI | KHALID OUARGHI | AZIZ OUHINOU | AZEDDINE RAMZI		SANDRA FERREIRA | MOULAY ABDALLAH IDRISSI | ABDELLAH MAMOUNI | IDIR OUASSOU		MOHAMED AZOUAZI | ALI AZOUGAGHE | HOSNI MOHAMED | ABDERRAHIM TRAGHA
11:30	-	11:45		ALMUSAWA MUSAWA: Exact Solution of Fractional-order Soliton Dynamics in the Space-time Fractional Westervelt Equation		OLOPADE ISAAC: Mathematical Modeling of Co-infection Dynamics of Malaria and Typhoid Fever with Control Measures		FERREIRA SANDRA, ANTUNES PATRÍCIA, FERREIRA DARIO: Cumulant Estimation in Bi-additive Models: Controlling Heteroscedasticity		ILYAS QAFFOU, SOUFIANE LYAQINI, LEKBIR AFRAITES: Combining Traditional Feature Extraction and Deep Learning for Robust Breast Cancer Identification in Ultrasound
11:45	-	12:00		ALMUSAWA HASSAN: The Ø-caputo Fractional Derivative in Kdv Systems: Enhancing Prediction and Modeling Accuracy		ADAMU ABDUL, OLANREWAJU PHILIP, OLOPADE ISAAC: A Model for the Coinfection of Malaria and Zika Virus Disease with Intervention Strategies		AHMADINI ABDULLAH: A Dynamic Ewma Monitoring Scheme Incorporating Support Vector Regression and a Piecewise Linear Strategy for Variable Sample Sizes		CHAABI YOUNESS, LEKDIOUI KHADIJA, MATAZI ISSAM: Deeplawexpert: an Agentic Hybrid Graph-vector Rag Chatframework for Complex Legal Reasoning in the Moroccan Juridical Context
12:00	-	12:15		AHMAD ABDULAZIZ GARBA, ILIYASU MUHAMMAD SANI: Incorporating Core-shell Particles Using a Two-dimensional Non- Equilibrium Chromatography Model		JOSÉ PEREIRA, CARVALHO DAVIDE, MUBAYI ANUJ, OLIVEIRA TERESA, GONÇALVES LUZIA: Modau: Symmetry-informed Mother–daughter Imputation for Planned Missing Periodontal Data		DAVID IKWUOCHE, MATHEW STEPHEN, IKWUOCHE PHILIP, SALAWU SAHEED, OJIROBE YUNUSA: Derived Uncertainty Measures for Entropy Transformed Ailamujia Distribution		ADNAN KHADIJA, LAKRAMI FATIMA, EL JOURMI MOHAMMED: A Review of Quantum Artificial Intelligence: Foundations and Recent Advances
12:15	-	12:30		OLANREWAJU PHILIP: Analysis on Heat and Mass Transfer of Natural Convection Flow Over a Vertical Plate with Convective Surface Boundary Conditions		CARDENAS ALZATE PEDRO PABLO: On the Dynamics of Sexual and Vectorial Transmission of Zika Virus		ABDUL WAHID NURMARNI ATHIRAH, SYED WAHID SHARIFAH NORHUDA, SUHAILA JAMALUDIN: Modeling the Climate-covid-19 Interactions: a Comparative Analysis of Linear and Generalized Linear Frameworks		ETTAFSSAOUI YOUSSEF, BENCHAREF OMAR: Pareto-aware Acceptance for Multi-criteria Self-refinement of Large Language Model Outputs
12:30	-	12:45		ABDUL WAHID NUR HAZWANI AQILAH, CIK SOH SHAHARUDDIN, MOHAMAD SOBRI MUHAMMAD AFIF, SHABA TIMILEHIN GIDEON: Coefficient Functionals for a Class of Starlike Functions with Respect to Symmetric Points Involving the Balloon-shaped Domain		ZERMANI SAMIA: On a Reaction-diffusion-advection System Modeling Bacterial Flocculation		PATRICIA ANTUNES: Cumulant Estimation in Bi-additive Models: Variance Stabilization		BARKAOUI SARA, BOUZID SARA, ATLAS ABDELGHAFOUR: Retrieval-augmented Generation in Biomedicine: a Survey of Methods and Architectures
12:45	-	13:00		BANNOUR HICHAM, AMOUCH MOHAMED, BOUIKHALENE BELAID: Mathematical Modeling of a Desalination System		AGUEDJIG HAMZA, DOUIRI SIDI MOHAMED, EL HARRAKI IMAD, EL HAMMANI MOHAMMED: Mathematical Model of Tumor Spheroid with Real-time Cell Cycle and Physics-informed Neural Networks		ZAAGAN ABDULLAH: Bayesian Machine Learning–based Adaptive Ewma Control Chart with Variable Sample Sizes		AZIZ SOUKRI, EL BANNAY OMAR, RHOFIR KARIM: Smart Surveillance : Détection des Comportements Suspects En Environnements Sensibles par Intelligence Artificielle et Analyse Vidéo Intelligente
13:00	-	13:15		AIT ZEMZAMI OMAR: Prime Rings with Involution Satisfying Identities on Symmetric and Skew-symmetric Elements		LAMKHANTAR ZINEB, MOHAMED BELAM, LABZAI ABDERRAHIM: The Analysis of the Mathematical Stability of a Cholera Disease Model		AL-LABADI LUAI: Goodness-of-fit Tests Via Entropy-based Density Estimation Techniques		ELYAZYD OUMAIMA, CHTITA SAMIR, AITDAOUD MOHAMMED: Ai-assisted Virtual Screening and Molecular Docking for Rational Drug Discovery: a Systematic Review
13:15	-	13:30		MAT DAUD AUNI ASLAH, NORDIN NOOR ILYANI IZZATI, CHONG NYUK SIAN, SAIDUN SALILAH: A Unified Compartmental Modeling Framework for Non-substance Addictions		AIT EL HARCH ILHAM, OUTAAOUI KHALID, EL FOUTAYENI YOUSSEF: Mathematical Modelling of Adaptive Fisheries Management Using Reinforcement Learning		ALZAATREH AYMAN, AL-LABADI LUAI: Kernel-based Goodness-of-fit Tests for Univariate Models
13:30	-	15:00		LUNCH BREAK
				Session 5: Dynamical Systems and Differential Equations		Session 6: Functional Analysis and Linear Algebra		Session 7: Probability and Statistics and Stochastic Analysis & Mathematics - Other Topics		Session 8: Artificial Intelligence and Machine Learning & Computer Science - Other Topics
Chairmen				ABDELHADI ABTA | CHAOUKI AOUITI | HASSAN EL AMRI | TARIK LAMOUDAN		EL HADI AIT DADS | MOHAMED BAHADI | MOHAMED BELAM | ABDERRAHIM LABZAI		SOUKAINA DOUISSI | MOHAMED FADILI | MALIKA IZID | MEHDI ZAHID		KHADIJA ACHTAICH | AISSAM BEKKARI | HICHAM EL BOUANANI | HAFSA OUCHRA
15:00	-	15:15		AKRID THAMI: On the Asymptotic Behavior of Solutions of Inhomogeneous Boundary Transport Processes		MOKTAFI HOUDA, EL FAHRI KAMAL, KHABAOUI HASSAN, NAFNAF YOUSSEF: Some Characterizations of S-disjointly Weakly Compact Operators		SEMLALI MOHAMMED: Stochastic Thresholds and Sensitivity Analysis in a General Incidence Epidemic Model with Jump Perturbations		ASAJU BOLAJI: Application of Artificial Neural Networks with Firefly Algorithm for Heart Failure Prediction
15:15	-	15:30		LAKHSSASSI MORAD, TAIK AHMED, JOUNDY YOUSSEF: A Hyperbolic Conservation-law Model for Solidification and Settling: Finite-volume Simulation, Shocks/rarefactions and Validation by Characteristics		NAFNAF YOUSSEF: Some Characterizations of Bounded-e^a Operators		OUAZZA AHMED, MOUSSI ABDERRAHMANE: Combining Functional Pca and Nonparametric Estimation for Complex Structural Equation Models		LAWAN SALISU MUHAMMAD, ALIYU UMAR FAIZA, MUHAMMAD ABDU ALIYU, YUSIF ATAH ABDULRAHAMAN, GARBA MUSA ABDULLAHI: Mathematical Modelling and Simulation of Ai-enhanced Off-grid Renewable Energy Systems for Optimal Sizing, Cost Reduction, and Reliability Improvement
15:30	-	15:45		EL HAMMANI MOHAMMED, DOUIRI SIDI MOHAMED, EL HARRAKI IMAD: Vascular-coupled Modeling of Treatment Resistance in Tyrosine Kinase Inhibitor Therapy: Parameter Estimation and Phase-dependent Sensitivity Analysis		HASSAOUY MOHAMMED: Inequalities for the Davis-wielandt Radius of Operators in Hilbert C*-modules Space		MOHAMED EL OMARI: Strong Approximation of the Multi-order Fractional Brownian Motion		BABURA BABANGIDA IBRAHIM, IBRAHIM AHMAD: Clustering Algorithm for Anomaly Detection in Nigeria's Fintech Transactions
15:45	-	16:00		LAOUINA AZIZA: Stationary Distribution and Extinction in a Stochastic Model of Multidrug-resistant Tuberculosis		SADOUK EL MOSTAFA, MOHAMED AMOUCH: Waekly J-class Operators and Weak L-sequential Hypercyclicity		BOUGGAR DRISS: Small-jump Approximation and Malliavin Calculus for Infinite-intensity Lévy Processes		LAKA EMMANUEL: Encryption and Decryption of Text Using Matrices (cryptography)
16:00	-	16:15		KHAZRI OMAR, EL ADRAOUI ABDERAHIM: Robust Physics-informed Learning for Modeling and Optimal Control		EL AMRANI ABDESLAM: Fractional Integration in Little Hölder Spaces: Example of the Hadamard Semigroup		SANI AHMED: Copulas and Some Correlation Between Cardiovascular Disease Factors		ZERHOUNI JAOUAD, HOSNI MOHAMED, MEDARHRI IBTISSAM: Quality Assessment of Nsrdb Meteosat Prime Meridian Solar Radiation Data for Machine Learning and Forecasting Applications
16:15	-	16:30		BARAKATE YASSINE, ADNAOUI KHALID, BACHRAOUI MOUSSA: Artificial Intelligence Approaches for Epidemiological Modeling and Pathology Prediction: a Hybrid Approach		KARIM NOUREDDINE, AMOUCH MOHAMED: Sequential Hypercyclicity of Composition Operators on $a(\mathbb R)$		JAAFAR RACHID, HFA AHMED, SANI AHMED: Topology of Copulas Set and Applications		DATTI YAU, AHMAD UMMI UMAR: Computational Modeling and Mathematical Optimization of Organic Reaction Mechanisms
16:30	-	16:45		TAGDAMTE IMAD, OULNE MOSTAFA: Hamiltonien de Bohr Avec Potentiel Sextique pour les Noyaux Triaxiaux		MOULAHARABBI SOMAYYA, BARRAA MOHAMED: The S-spectrum of Combinations of Idempotents on Two-sided Quaternionic Banach Algebra		BENLAAJINE HASSAN: Titchmarsh's Theorem for the Generalized Dunkl Transform		MUDI SULEIMAN YUSUF, MUSA IBRAHIM: Advanced Signal Processing and Mathematical Techniques for Spectroscopic Data Interpretation
16:45	-	17:00		HERRI WAFA, BENMOUSSA KHALID, YAKOUBI DRISS: Numerical Simulation of Free Surface Flows Using a Dg Level-set Method		ISMAIL EL MENNAOUI: Semi-groupe de Multiplication Sur L'espace de Hölder Abstrait		SKIDI ABDESSALAM: Harmonic Analysis Associated with the Linear Canonical Modified Whittaker Transform		DIOUF SEMOU, TIEBEKABE PAGDAME, NIKIEMA SALIFOU: K-generalized Padovan Numbers Which Are Concatenation of Two Repdigits
17:00	-	17:15		COFFEE BREAK
				Session 9: Dynamical Systems and Differential Equations & Optimal Control Theory		Session 10: Functional Analysis and Linear Algebra & Fixed Point Theory and Applications		Session 11: Science Education & Mathematics - Other Topics		Session 12: Computer Science - Other Topics
Chairmen				MOHAMED KHALADI  | HASSAN LAARABI | MOHAMED LAGHDIR | ATIKA RADID		SAID BENKADDOUR | KHADIJA BOUZKOURA | KHALID LOUARTITI | MOHAMED AZIZ TAOUDI		MAHMOUD BAROUN | ABDELAZIZ EZZIANI | KHALID HATTAF | JAMAL MOULINE		MOHAMED AIT DAOUD | OMAR AIT ZEMZAMI | SARA BOUZID | ZAKIA ANKHILI
17:15	-	17:30		SETTI MOHAMED: Form Methods for Evolutionary Problems: Applications to the Dirichlet-to-neumann Operator and Degenerate Equations		MOKHLISS YOUSSEF: Characterization of Non Linear Maps Commuting with the Λ-aluthge Transform Under Jordan Product		ABAALI MOSTAFA: A Stochastic Approach to Academic Fraud		KHARCHACHI YASSINE, HOUSNI KHALID: Optimization of the Reliability of Nrf-e-leach and Nrf-rn-leach Protocols
17:30	-	17:45		RIDA OUSSAMA, RACHID TARIQ, HASBAOUI ANOUAR: A Stochastic Early Warning System for Detecting Environmental Shocks in Morocco		HAMAMOU ABDELAZIZ: Characterization of Non Linear Maps Commuting with the Mean Transform Under Usual Product		SALK EL MEHDI: The Level of Family Socialization of Secondary School Students in the Kingdom of Morocco in the Rabat-salé-kénitra Region and its Relationship to Academic Achievement		EL MNOUAR OTHMANE, EL ALEM WAFAE, RIH FADWA: Validation of the Attitudes Toward Mathematics Inventory (atmi) in the Moroccan Context
17:45	-	18:00		AFRY BADR, HAKIM ABDELILAH, JEBRANE AISSAM: A Panic-dependent Collision Avoidance Framework for Heterogeneous Pedestrian Dynamics		SOUHAIL MOHAMED, EL GARN MOSTAFA, CHERGUI BRAHIM: The Extension Propriety in the Category of Torsion-free Modules Over a Dedekind Domain		MATAZI ISSAM, CHAABI YOUNESS, LEKDIOUI KHADIJA: De la Prédiction à L'intervention : Approche Multidimensionnelle par Svm pour la Réussite Étudiante		KHALLOUKI KHALID, RAFI NAJAT, BOUZKOURA KHADIJA, CHILLALI ABDELHAKIM: A Generalization of Dickson and Chebyshev Polynomials: Commutative Families for Cryptographic Applications
18:00	-	18:15		MAAINIA MOHAMED NAIYM, AMOUCH MOHAMED, BOUIKHALENE BELAID: On-device Deep Learning for Tomato Disease Detection with Case Study		MAATALLAH ABDELOUAHAB, BOUALLALA MUSTAPHA, OUAFIK YOUSSEF: Development of a Nitsche Method for the Numerical Resolution of Mechanical Contact Problems in Piezoelectricity		MOULAY MBAREK EL MOUBARIK, EL JID RACHID, HANINI MOHAMED: The” Data Processing and Organization” a Comfortable Habitat for Teaching Mathematical Modeling in Primary Moroccan School		HUSSAIN BEN-AZZA, BLOUNDI SALIM: Position Affinity Algorithm : a Deterministic Collision Reduction Strategy for 2d Lattice-based Blockchain Mining
18:15	-	18:30		BAROUDI MOHAMED, MOHAMED BELAM, ABDERRAHIM LABZAI: Mathematical Modeling and Control Strategies for Meningitis Transmission		ENNASSIK MOHAMED, TAOUDI MOHAMED AZIZ: Common fixed Point Theorems for Mapping in Strong B-metric Spaces		FIHI HIBA, MAMOUNI ABDELLAH: Endomorphisms and Derivations in Prime Ring with Involution		EL GARN MOSTAFA: The Jacobi-perron Algorithm and the Fundamental System of Units of a Biquadratic Number Fields
18:30	-	18:45		BOUKHIRA AYOUB, FAIZ ZAKARIA, BENAISSA HICHAM: The Ψ-caputo Fractional Sweeping Process and its Applications		MARBOUH ZAKARIA, KHCHINE ABDELMJID, ENNASSIK MOHAMED, TAOUDI MOHAMED AZIZ: A New Generalizations of Darbo's Fixed Point Theorem for Multivalued Mappings		BOUDARINE HAFIDA, AZRAR LAHCEN: Moving-boundary Simulation of Tumor Growth with a Second-order Positivity-preserving Finite Volume Method		RAFI NAJAT, BOUZKOURA KHADIJA, CHILLALI ABDELHAKIM, KHALLOUKI KHALID: Pq-lwe: a Novel Post-quantum Cryptosystem Based on P-adic Quadratic Forms
18:45	-	19:00		NABID YASSINE, CHAKIB ABDELKRIM, SADIK AZEDDINE, KHALIL IBRAHIM: A Shape Optimization Approach for Solving a Geometric Inverse Problem of Bernoulli's Type		EL BAZI SOUKAINA, ZEGHAL AHMED: On Some Fixed Point Theorems Without Convexity		RBAH MOHAMED AIMAN, AFRAITES LEKBIR, CAUBET FABIEN, HADRI AISSAM, PIERRE CHARLES: Inverse Parameter Identification for a Diffusion Equation with Ventcel Boundary Conditions		ERRACHID CHAYMAA, ACHTAICH KHADIJA, AITDAOUD MOHAMMED: Towards a Smart University in Morocco : a Systematic Literature Review on Artificial Intelligence for Governance Optimization
19:00	-	19:15		MERGUI MOHAMED: Asymptotic Study and Convergence of a Nonlinear Optimal Boundary Control Problem Governed by an Elliptic Boundary Problem on a Nanostructure		CHNIGLI MOHAMED, BOUALLALA MUSTAPHA, OUAFIK YOUSSEF, BENDARAG ABDESADIK: Variational and Numerical Analysis of Electro-elastic Contact Problems		BOULAYAT BRAHIM: A Weaker Notion of Atomicity in Integral Domains		EL HICHAMI FATIMA ZAHRA, BOUZID SARA, ATLAS ABDELGHAFOUR: A Survey of Hybrid Approaches for Ontology Construction from Domain-specific Documents
19:15	-	19:30		DELBOUH AHMED, TSOULI AZZEDDINE, CHAIB ABDELALI: A Decomposed Approach for Exponential Stabilization of a Class of Distributed Delay Systems		IDRISSI MY ABDALLAH: Effects of Homoderivations on Ideals and Structure in Prime and Semiprime Rings		ELAGDAH YOUSSEF, EL FOUTAYENI YOUSSEF: Modélisation Bioéconomique d'un Système Proie-prédateur Exploité : Optimisation des Profits		OUSKHNID IDRISS: The Closed Ball Cannot Be a Minimizer of the Perturbed Perimeter by a Regular Potential
Friday, April 24, 2026 [Face-to-Face]
09:00	-	09:30		COFFEE BREAK
09:30	-	10:00		Plenary Conference ③: Controllability and backward problems for time fractional evolution equations Prof. Lahcen MANIAR, Cadi Ayyad University, Marrakech, Morocco Chair: Prof. Mohamed Aziz TAOUDI, Cadi Ayyad University, Marrakech, Morocco
10:00	-	10:30		Plenary Conference ④: Synchronization of Complex Networks of Reaction-diffusion Systems: Application to Ecosystems Prof. M.A AZIZ-ALAOUI, University of Le Havre Normandie, Le Havre, France Chair: Prof. Mohamed KHALADI, UCA, Morocco
Parallel Sessions [FACE-TO-FACE PRESENTATION]
				Session 13: Operations Research and Optimization		Session 14: Biomathematics and Ecosystems Modeling		Session 15: Applied Mathematics to Economics and Finance		Session 16: Applied Mathematics for Computer Science
Chairmen				NACEUR ACHTAICH | ABDELGHALI AMMAR | ABDELILAH HAKIM | MUSTAPHA OUALI		MOHAMED EL ALAOUI TALIBI  | M'HAMMED EL KAHOUI | MOHAMED HALLOUMI | LAHCEN MANIAR		SARA ELOUADI | DARIO FERREIRA | RABY GUERBAZ | ABDELHAK YAACOUBI		KHADIJA AKDIM | CHAFIK GUEMIMI | ABDELMJID KHCHINE | SAID RAGHAY
10:30	-	10:45		AIT YAKOUB KHADIJA: Méthodes D'optimisation Convexe Sous Contraintes		FARHAT KARIM, AJEBBAR OMAR, ELLAHIANI IDRISS, BOUIKHALENE BELAID: Hyers-ulam-rassias Stability for a Third-order Linear Differential Equation		FERREIRA DARIO, FERREIRA SANDRA S: Linear Mixed Models with Mixed-distribution Random Effects		BONOUALI OUMAIMA, ALAA HAMZA, AQEL FATIMA: Fourier Neural Operators for the Approximation of a Class of Nonlinear Periodic Differential Systems
10:45	-	11:00		TAJANI CHAKIR, YOUSSEF KARKOUR: Optimal Completion of the Incomplete Pairwise Comparison Matrices Using Metaheuristic Approaches		EL MERZOUGUI NEZHA, EL FOUTAYENI YOUSSEF: Gestion Stratégique des Pêcheries Partagées : Modèle Bioéconomique et Théorie des Jeux		ELMANSOURI BADR, EL OTMANI MOHAMED: On Reflected Bsdes with Jumps and Default Time		ARHANDOU AMINE, LAMNII ABDELLAH, NOUR MOHAMED-YASSIR: Ai-assisted Subdivision Scheme for Enhanced Smooth Surface Generation
11:00	-	11:15		ALAEDDINE BOUIDI, BENHACHMI MOHAMMED KARIM, TALEB ABDESLAM: Optimal Design of Sewer Networks Using Lion Optimization Algorithm		SAIDI KHAOULA, EL FOUTAYENI YOUSSEF: Gestion Durable des Ressources Marines: Approche Bioéconomique Stochastique Sous Incertitude Climatique		MOUSSI ABDERRAHMANE, OUAZZA AHMED: A Novel Closed-form Approximation for the Pricing of Arithmetic Asian Options		RAMADANE ABDERRAZAK, ENNORI ALI, ABOUTAFAIL OTHMAN, TIMESLI ABDELAZIZ: Analyse de la Convergence d'une Nouvelle Approche par Sous-domaines
11:15	-	11:30		DOUHOU ABDESSAMAD: Parametric Variational Principles in Absence of Convexity: a Compact Zero-dimensional Approach		OUBAAISS IDDER, RADOUANE YAFIA, M. A. AZIZ ALAOUI: Periodic Oscillations and Stability in a Coupled System of Stem Cells and Platelets Induced by Time Delay Effect		HFA AHMED, SANI AHMED, JAAFAR RACHID: Some Properties of the Set of Copulas Using Krein-milman Theorem		ID-SAID ZAKARIA, KASBOUYA MOHAMMED, BOUKHOUIMA ADNANE, LOTFI EL MEHDI: Estimating Memory Parameters in Fractional Seir Dynamics with Power–mittag-leffler Laws
11:30	-	11:45		ET-TRYKY SOUMAYA: Analyse Variationnelle d'un Jeu de Nash Généralisé pour la Coordination Stratégique En Marchés Concurrentiels Contraints		NAJI ILYAS: A Mathematical Framework for Root Water Uptake in Unsaturated Soils		YAAKOUB ABDERRAHMAN, GHOULAM YASSINE, ELHIA MOHAMED: Dynamic Modeling and Multi-objective Optimization of Takaful Insurance System		BAKADIR SALMA, BENDAHMANE MOSTAFA, ALAA NOUREDDINE: Solving Inverse Problems in Electrocardiography with Physics-informed Neural Networks
11:45	-	12:00		BALHAG AICHA: Second-order Dynamical Systems with Time-dependent Viscous Damping Coefficient Associated with Constrained Minimization Problem		LAMGHARI ABDELKARIM, JEBRANE AISSAM: Density–stress Coupled Modeling of Pedestrian Evacuation Dynamics		EL BAZ AYAD: Theoretical and Statistical Foundations of Agglomerative Hierarchical Clustering and Application to Financial Data		LAFDILI HAJAR, BENTBIB ABDESLEM HAFID, KREIT KARIM, BENCHETTOU OUMAIMA: Riemannian Approaches to Feature Extraction and Intelligent Recognition Systems
12:00	-	12:15		AMRANI ZERRIFI IMAD, GADHI NAZIH ABDERRAZZAK: Optimality Conditions for Bilevel Optimization Problems with Interval-valued Functions Via Approximations		ENNAJHI YOUSSEF, KASSIDI ABDERRAZAK, LALLA SAADIA CHADLI: Existence of Weak Solutions for Double-phase Elliptic Operators Via Young Measures		EL HATTAB LOUBNA, ZARI TAREK: From Mapping to Future Directions : a Research Agenda for Digital Atmospherics and Online Consumer Behavior		CHAHER MOHAMED, LAMNII ABDELLAH, NOUR MOHAMED-YASSIR: Collocation Method for a Class of Partial Integro-differential Equations Using Uat B-splines
12:15	-	12:30		GADHI NAZIH ABDERRAZZAK: Applying Tangential Subdifferentials in Bilevel Optimization		CHINI HASSAN, JEBRANE AISSAM, HAKIM ABDELILAH: A Multi-scale Hybrid Model for Plant Development: Theoretical and Numerical Study		EL-ALOUY YASSINE, EL BAZ AYAD: Time-frequency Dynamics of Exchange Rate Pass-through in Morocco: a Partial Wavelet Coherence Approach		BENMOUANE MOHAMED, ESSOUFI EL HASSAN, AYOUCH CHAHID: A Linear Finite Element Scheme for the Landau-lifshitz-bloch Equation
12:30	-	12:45		OSINUGA IDOWU A., OLUBIYI MOSES O., AYINDE SEMIU A., RAJI MUSILIU T.: A Class of Dai-liao Conjugate Gradient Algorithm for Nonlinear Optimization Problems		OUTAAOUI KHALID, AIT EL HARCH ILHAM, EL FOUTAYENI YOUSSEF: Bioeconomic Modeling and Sustainable Management of Prey-predator Dynamics: a Case Study of Blackspot Seabream and Portuguese Dogfish Under Fear and Refuge Effects		MOUTASSIM ABDERRAZAK, LEFEBVRE MARIO: Exact Solutions to the Homing Problem for a Wiener Process with Jumps		CHAKER MOSTAFA, RAHMANI MOHAMMED, EZZOUAK SIHAM: Generalized Cryptanalysis of a Cubic Pell-based Cryptosystem
12:45	-	13:00		EL-YAAKOUBY ASMA, BENTBIB ABDESLEM HAFID: Riemannian Optimization for Low-rank Matrix Completion		FARAH ELMEHDI: Global Dynamics and Ergodic Stationary Distribution of a Stochastic Two-strain Influenza Model with Markovian Switching		ABAD OTHMAN: Block Matrices in Banach Algebras and Partial Differential Equations		ZOUHAIR NADIA, KREIT KARIM, BENTBIB ABDESLEM HAFID, EL MOSTAFA SADEK: Fast and Slow Mode Decomposition in Krylov Methods Using Neural Networks
13:00	-	13:15		ELMAMOUNI HAMZA, HATTAF KHALID: On the Existence of Solutions to a New Hattaf Mixed Fractal–fractional Model of Hiv/aids		OUKDACH OMAR: Stackelberg-nash Controllability for Stochastic Parabolic Equations
13:15	-	13:30		HAFDANE MOHAMED, BABA NOSSAIBA, EL FOUTAYENI YOUSSEF: Hopf Bifurcation in a Delayed Predator–prey Model with Reproduction Lag and Toxic		BEQQALI NABILA, LAKHAL MOHAMMED, MAHDI KHALID, HATTAF KHALID: Document Analysis of Teacher Education Curricula in Morocco: Focusing on Mathematical Modeling
13:00	-	15:00		LUNCH BREAK
Free afternoon (no scientific sessions) – Explore Marrakech at your own pace
Saturday, April 25, 2026 [VIDEO-CONFERENCE]
09:00	-	09:30		Plenary Conference ⑤: Exploitation of Symmetry-Based Invariant Solutions for Nonlinear Partial Differential Equations Prof. Lakhveer KAUR, Jaypee Institute of Information Technology (JIIT), Noida, India Chair: Prof. Imane AGMOUR, University Hassan II, Casablanca, Morocco
Parallel Sessions [VIDEO-CONFERENCE PRESENTATION]
				Session 17: Dynamical systems and Differential Equations (1)		Session 18: Dynamical systems and Differential Equations (2)		Session 19: Biomathematics and Ecosystems Modeling (1)		Session 20: Applied Mathematics to Economics and Finance
Chairmen				NOSSAIBA BABA | HAMZA BOUTAYEB		OMAR BALATIF		IMANE AGMOUR		MOHAMMED ALAMI CHENTOUFI
09:30	-	09:45		ALGEFARY ALI: Diagonal Solutions for a Class of Linear Matrix Inequality		BELKADI SAID, ATOUNTI MOHAMED: Non-oscillatory Central Schemes for Nonlocal Conservation Laws with Space-discontinuous Flux		OUHRAICHOU HICHAM, MOHAMMED MOUMNI: Ultraspherical Spectral Method for the Landau-lifshitz-gilbert (llg) Equation		KYOUD AYOUB, BOUCHEKOURTE MUSTAPHA, EL MSIYAH CHERIF, MADKOUR JAOUAD: ∆covar Network-based Analysis of Systemic Risk
09:45	-	10:00		MODEBEI MARK, OLAIYA OLUMIDE: A Variational High-order Implicit Block Method for the Numerical Solution of Real-world First-order Dynamical Models		ROUAH HAMZA: Dynamical Analysis of a 5d Porous Model		LASSOUNON DAVID, FARKANE AYOUB: Modeling Tumor–microbiome Interactions in the Breast Tumor Microenvironment		ARBAOUI RANIA, AMZILE RAJAA: From Disruption to Adaptation: Modeling the Economic Impact of Covid-19 on Morocco's Textile Sector Using an Interrupted Time Series Approach
10:00	-	10:15		ALHADIRI MOELEVOU, JONAS KOKO, SOULEYE KANE: Un Cadre Numérique pour L'équation de Transfert Hydrique En Milieu Poreux Déformable : Analyse Comparative 2d/3d des Solveurs et Application Aux Argiles Gonflantes		EL MOURABIT CHAIMAE, IDRISSI FATMI NADIA: Impact of Chronic Hepatitis C and its Treatment on the Development of Tuberculosis: Stability Analysis and Optimal Control		OKAFOR FOLAKEMI MARGARET, ODEYEMI KAYODE JOSHUA: Partial Differential Equation-constrained Optimal Control of Flood Dynamics in Nigeria Using Physics-informed Neural Networks		BENNANI HASSAN, EZ-ZAHOUT ABDERRAHMANE: Opinion Dynamics-based Learning Approach to Predict Financial Market Trends
10:15	-	10:30		OSMAN TUNÇ: New Perspectives on Stability Theory for Nonlinear Integro-differential Systems		ELHAKIMY KHADIJA: Finite-time Stability Criteria for Fuzzy Fractional Delay Differential Equations with Generalized Caputo Derivatives		EL BAROUDI MOHCINE, LAARABI HASSAN, ZOUHRI SAMIRA, RACHIK MOSTAFA, ABTA ABDELHADI: Time-delayed Optimal Control of Seir Dynamics		RAFIK MOHAMED, EL ANSARI YOUNESS: Robust Heston Calibration in Regimes of Extreme Volatility: Overcoming Feller Condition Violations in Bitcoin Modeling
10:30	-	10:45		MANSAL FULGENCE, SENE NDOLANE: Fractional Bioeconomic Fishery Model with Caputo–fabrizio Derivative: Memory Effects and Dynamic Analysis		SADOUKI ISMAIL: New Criteria for Approximate Controllability of Fractional Nonlocal Evolution Equations in Banach Spaces		ZOUHRI SAMIRA, EL BAROUDI MOHCINE, LAARABI HASSAN, RACHIK MOSTAFA, ABTA ABDELHADI: Stochastic Optimal Control of Epidemic Transmission		ABIRI OLUFUNMINIYI, AJIE JAMES, MEBINE PROMISE, OYELAMI BENJAMIN OYEDIRAN: Fractional-order Derivatives Models in Computational Finance
10:45	-	11:00		SMICHI JAWEHER, AOUITI CHAOUKI: Robust Synchronization of Uncertain Fractional-order Quaternion-valued Memristive Neural Networks with Delays		KHADIJA CHANNAN: Lyapunov Functional Approach to Global Dynamics of a Spatial Seiqr Epidemic Model with Linear Diffusion		HAOUAS RIDA: Bifurcation and Chaos Control in a Discrete Predator-prey Model with Collective Defense		ILORI ADETUNJI, AWOGBEMI ADEYEYE, OYOWEI ESUEZE: Asymmetric Power Arch Modeling of Nigerian Stock Market Volatility
11:00	-	11:15		ALBOUCHI IHEB ABDELMAJID, AOUITI CHAOUKI: Synchronization Criteria for Discrete-time Fractional-order Neural Networks		MOUSSAFIR OUMAIMA, EZZINBI KHALIL: Asynchronous Exponential Growth in a Nonlinear Age-structured Sir Epidemic Model: Compactness and Irreducibility		DIFAA YOUSSEF: Dynamics of Social Information Spread Through Fractional Derivatives		TATOUTI SAMIRA: Tensor Product of 2-k-frames in 2-hilbert Spaces
11:15	-	11:30		BRAHIM ELMAANAOUI: The Global Dynamics of the Fractional Seiqr Epidemic		ABAAKIL WAFAE: Exponential Stabilization of Kuramoto Sivashinsky Equation with Input Saturation		EL KARCHANI MARYEM, IDRISSI FATMI NADIA: Quantifying the Impact of Immunotherapy Response of Breast Cancer Stages: a Computational Approach for Mathematical Model and Numerical Simulation		MAKHLOUKI NADIA, NAFIDI AHMED: A Multivariate Vasicek Diffusion Driven by an Inhomogeneous Drift
11:30	-	11:45		HANNABOU MOHAMED: Analysis of Coupled Caputo–hadamard Hybrid Fractional Differential Equations in a Bounded Domain		BLIBLI AMINA, ALLA ABDELLAH, TOUMLILIN MOHAMED, GUEDDA MOHAMMED: Qualitative Behaviour of the Dynamics of Micro-swimmers in a Linear Flow		HARROUDI SANAA, MARYA SADKI, KARAM ALLALI: Local and Global Stability of an Hcv Viral Dynamics Model with Two Routes of Infection and Adaptive Immunity		MOHAMMED BOUASABAH, ASSAL SAID: Predictive Performance of Stochastic Processes, Machine Learning, and Technical Indicators: Evidence from Equity and Bitcoin Markets
11:45	-	12:00		LASGAA MOHAMMED, AITALIOUBRAHIM MYELKEBIR: Nonlinear First-order Differential Inclusion with a Nonlocal Condition		SBAI ABDELAAZIZ: Boundary Value Problems Having Natural Growth Terms and Hardy Potential		DAOUSSA HAGGAR MAHAMAT SALEH: Dynamic Structure and Local Analysis of a Multi-stage Tuberculosis Model with Therapeutic Resistance		KOUACH YASSINE: Fraud Detection in the Health Insurance Sector: Proposal for an Intelligent Fraud Detection Tool Based on Artificial Intelligence
12:00	-	12:15		AIT LHOUSSAIN HAMID, ABOUELHANOUNE YOUNES, BOUJRAF AHMED: Approche Numérique pour la Modélisation de la Dispersion Atmosphérique à Partir de Sources Ponctuelles Continues		BARIKI FATIMA ZAHRA, RADID ATIKA: Numerical Analysis for a Laminated Thermoelastic Beam System with Microtemperature Effects		OUCHTOUT SALIH: Mathematical Modeling and Numerical Simulation of the Biodenitrification Process		RADAH AMINE, ELHIA MOHAMED: Couverture Sanitaire Universelle et Mortalité Maternelle Au Maroc : Évaluation D'impact par Ardl
12:15	-	12:30		BRAHIM EL OMARI, YOUSSEF HAJJI, HJIAJ HASSANE, JAMIAI ISMAIL: Entropy Solutions for Noncoercive Parabolic Problems in Weighted Anisotropic Sobolev Spaces with Variable Exponents		BOUABID KHALID: Existence and Multiplicity of Solutions for a Fractional Elliptic System with Strongly Coupled Critical Terms		SAVADOGO YOUSSOUF, BARRO MOUSSA: Mathematical Modeling and Analysis of a Caputo-type Fractional-order Model for Sugarcane Smut Transmission		LAZAAR OUSSAMA: Stability Analysis and Numerical Investigation of a Bioeconomic Model for African Swine Fever Transmission
12:30	-	12:45		AARIR MOHSINE, HARROUDI SANAA, ALLALI KARAM, JAOUAD DANANE: Stability Analysis of Fractional-order Sir Model with General Incidence Rate and Treatment		ZAIMI ZAKARIA: Ground State Solution for a Critical Schrodinger Equation Involving the Fractional P-laplacian Operator and Potential Term		EL AMRI AYOUB, MOUSSA HICHAM, SABIKI HAJAR: Modeling Regime Shifts in Freshwater Ecosystems: a Fractional-order Analysis of Climate-induced Transitions		GMIRA FAIQ, HABIBY SALWA, TOUATE SAMIRA: Neuroskill-scheduler pour le Rcpsp-skill : Apprentissage de Stratégies de Priorité et Validation Statistique par Anova à Mesures Répétées
12:45	-	13:00		LIJANE SAID: Entropy Solutions for Variable Exponent Elliptic Problems on Riemannian Manifolds		MAAQOUL SALAHEDDINE, BELHADJ HASSAN: High-order Operator Splitting with Reduced Exponential Evaluations for Bounded Operators		GOUIA-ZARRAD RIM: Association Between Pm₁₀ and Lung Cancer Patients Based on the Generalized Additive Model in Tunisia		EL AABBADI ABDELLAH, EL BOUJAOUI HICHAM: Solving the Spatial Solow Model: a Deep Learning Framework for Economic Growth
				Session 21: Functional Analysis and Linear Algebra		Session 22: Probability and Statistics and Stochastic Analysis		Session 23: Operations Research and Optimization & Applied Mathematics for CS		Session 24: Mathematics - Other Topics
Chairmen				ABDERRAHIM EL ADRAOUI		NAIMA SOUKHER		EL MEHDI LOTFI		ADIL EL GHABI
09:30	-	09:45		KHADARI ABDELMAJID: Boas-type Theorem Within a Linear Canonical Integral Transform Framework		ESSEFIANI OUMAIMA: Estimation Approach for a Linear Quantile-regression Model with Long-memory Stationary Garma Errors		OUSSARHAN ABDESSAMAD: Quasi-relative ϕ-sharp Minima in Set-valued Optimization: Existence Results and Applications		KASIM KARTINI, HAMID HASHIBAH, ABDUL-RAHMAN AYU: Robust Location Model for Mixed-variable Classification Under Data Contamination
09:45	-	10:00		TAYBI MOHAMED AMINE, EL AMRANI ABDELKHALEK, AMEZIANE HASSANI RACHID: Finite Rank Operator in Non-archimedean Sequence Spaces		AL-RABEEI BORHAN, KASSOU FOUZIA, GHAFIRI ABDESSAMAD, EL MOUTAKI SAIDA: Analysis of Hydraulic Pressure and its Impact on the Stability of Earth Dams		BAZIRHA MOHAMMED: Modeling and Optimizing the Professional Driver Training Timetabling Problem		OLUWANIYI STEVE, OJO SOLOMON, AJIE JAMES: Scoring and Interpretation of Test Scores
10:00	-	10:15		TANJAOUI MOHAMMED, KARMOUNI HICHAM, SAYYOURI MHAMED, KARMOUNI MOHAMMED: A New Sobolev Orthogonal Polynomial Algorithm for Image Encryption Based on Sobolev Moments and Chaotic Maps		OYOWEI ESUEZE, AWOGBEMI ADEYEYE, ILORI ADETUNJI: On the Relationship Between Logistic and Poisson Regression Models		EL JAOUHARI MANAL, BENCHEIKH GHITA, BENCHEIKH GHIZLANE: Simultaneous Multi-metaheuristic Coordination for Combinatorial Optimization		UTALOR KATE, AJIE JAMES: Construction of Block Numerical Methods for Solving Second-order Ordinary Differential Equations
10:15	-	10:30		ECH-CHAKOURI ALI: On Cyclicity of Linear Relations		EL AZRI ABDENBI, NAFIDI AHMED: Modeling of Morocco's Gni Per Capita Using the 1/2-power Stochastic Lundqvist-korf Model		RIKOUANE AHMED: Sequential Approximate Solutions for Robust Fractional Optimization Problems		DIALLO MOHAMADOU MOR DIOGOU: On Low-degree Algebraic Points Arising from Morphisms Between Generalized Fermat Curves and Their Quotients F_γ^m (p) and C_(η,λ)^m (p)
10:30	-	10:45		OUAHIDI ELHOUCINE, MOHAMED ROSSAFI: Résultats Sur les K-g-frames Fusionnées Continues et Contrôlées Dans les C*-modules de Hilbert		BEKIRYAZICI ZAFER: Stochastic Investigation of a Mathematical Model for Alcohol Addiction		GHAZI ABDELOUAFI, FADIL ABDESSAMAD, ROUBI AHMED: Sequential Upper Approximation Method for Solving Multiobjective Optimization Problems		KOUAKOU VINCENT: Twist Families Around Parametric Rank-3 Congruent Numbers: an Experimental Study
10:45	-	11:00		SOW EL HADJI: Algebraic Points on the Curve X_(a,b):w^2=a(v^5-b^5 )		MAHRAZ YOUSSEF, EL ALLALI ZAKARIA, CHAAYRA TOUFIK: Preservation of Structural Properties for a Nonlinear 3/2 Mean-reverting Stochastic Diffusion Process Using q -milstein Scheme		AHMAD ANIS MARDIANA, NANA KHURIZAN NOOR SAIFURINA: Efficiency Via Hierarchical Network Dea with Uncontrollable Input		ALMOUSA MAHA, TCHIER FAIROUZ: Modeling Uncertainty with Bipolar Picture Fuzzy Graphs
11:00	-	11:15		EL AMRANI SLIMANE, RAJI ABDERRAHMANE: Commutativity in Quotient Near-rings Via Left Derivations		ICHI SOUAD, EL MAROUFY HAMID: Nonparametric Estimation for Geometric Model with Random Effects an Application to the Stock Prices of the Nasdaq-100 Index.		ZAINAL AZNAM NOOR HAFIZAH, NANA KHURIZAN NOOR SAIFURINA, AWANG NORHASHIDAH, MOHD YUSOFF NAZHATUL SAHIMA, MOFTAR MOHAMAD FADZLY: A Simulation-based Optimization Framework for Prime Mover Assignment in Container Terminals		AJIE JAMES, OLUWANIYI STEVE, ABIRI OLUFUNMINIYI: Enhancing the Security of Information/data Using a Combination of Hill Cipher and Masonic Cipher
11:15	-	11:30		BOUMNIDEL SANAA: Some Properties of Un-dunford-pettis		LATIFI NORDINE, EL HARAMI MOHAMED: Convergence of Set-valued Pettis Integrable Mils and Superpramarts		ALHAWARAT AHMAD, MASMALI SULTANAH, IBRAHIM SULAIMAN, AL-QUDAH YOUSEF, JARADAT ALI: Three Term Conjugate Gradient Method Close to Memoryless Bfgs Method for Large Scale Unconstrained Optimization Problems		RAGHIB TAHA: Second-order Evolution Inclusion with Maximal Monotone Operator and Nonconvex Perturbation
11:30	-	11:45		SOUKTANI IMANE, BOUSSAIRI ABDERRAHIM: Hermitian Matrices with Invariant Principal Submatrix Characteristic Poynomials		MANGA CLÉMENT: Coupling Probabilistic Approaches for Fractional Process Diffusion		ETTAJER EL HOUCINI: Algorithmic Zellige: Digital Preservation and Creation of Geometric Heritage		GHAFARI AISSAM: Analytical Solutions of the Fuzzy Fractional Generalized Bagley–torvik Equation Via Fuzzy Ψ-caputo Gh-differentiability
11:45	-	12:00		ABKARI MBARK, BOUA HAMID, TAJMOUATI ABDELAZIZ: Essential Descent Spectrum Equality		INSAF MAROUANE, AZOUAGH NABIL: A Novel Hybrid Spatio-temporal Autoregressive Model		BELLFKIH EL MEHDI, CHEMSEDDINE IDRISSI IMRANE, LAMAIZI EL MAHDI: Evolutionary Algorithm-based Construction and Decoding for Enhanced Error-correcting Codes		BENYAKKOU HAMID: On Indices and Monogenity of Quartic Number Fields Defined by Quadrinomials
12:00	-	12:15		HADJI SOUFIANE: Common Spectral Properties Using Ν-convergence		SHAMSUDDIN NORIN RAHAYU, MAHAT NOR IDAYU: Optimal Cluster Estimation Via Reference-point Cross-validation Consensus Clustering		BOURHAIL MOHAMED, FAISSAL EL BOUANANI, ZAKARIA EL ALLALI, TOUFIK CHAAYRA: New Fox's H-function Approximation for the Sum of Independent Log-normal Random Variables with Application		CHNIOUNE BRAHIM, RAHMANI MOHAMMED, ZIANE MHAMMED: An Enhanced Small Private Exponent Attack Against Rsa
12:15	-	12:30		JAFAR AHMED, AJEBBAR OMAR, ELQORACHI ELHOUCIEN: Integral Kannappan-sine Subtraction Law on Semigroups		LAILI LAHCEN, HAFDI MOHAMED ALI, HAMIDI MOHAMED ACHRAF: A Simple Technique to Avoid the Impact of Correlated Covariates on Proportionality Tests in the Cox Model		EZZIDANI AMAL, MOHTADI HIBAT EALLAH: Stochastic Modeling of Fog Computing Networks: Tandem Queues with Batch Arrivals and Services		FANICH EL MOKHTAR, ESSABAB SAID: On the Affine and Affine Polarized K−symplectic Manifolds
12:30	-	12:45		CHARAFI MARYAM: Conformable Heat Equation with Singular Potential		AL KHLANJI ZAINAB, FIHRI MOHAMED, MELLOUK AMAL, AKHARIF ABDELHADI: Optimal Parametric and Pseudo-gaussian Tests for Joint Detection of Random Coefficient Variability and Arch Effects		DAOUANE SIHAM: Mathematical Modeling Using Fractional Order Caputo Derivative of Tuberculosis and Smoking Co-dynamic Analysis and Their Impact of Lung Cancer		EL MASSAOUDI MOHAMED, YOUSSFI AHMED, KHALIL BENHADDOUCH: Global Existence and Finite-time Blow-up for a Nonlocal Parabolic Equation
12:45	-	13:00		BENMERROUS ABDELMJID, ELOMARI M'HAMED: On a Fractional Cauchy Problem with Singular Initial Data		MAHNASHI ALI M.: Distributional Properties and Modeling to Radiation Data for a New Flexible Odds-based Ghareeb–g Family		CHAHI HAJAR: Radial Nonnegative Solutions for a Class of Nonpositone Problems in a Ball		MOUHOUB CHAIMAE, LAMNII MOHAMMED, BOUAICHA AMAL: A Spline Quasi-interpolant Method for the Time-fractional Heat Equation
				Session 25: Artificial Intelligence, Machine Learning and Deep Learning (1)		Session 26: Artificial Intelligence, Machine Learning and Deep Learning (2)
Chairmen				AHMED BENTAJER		SAID GOUNANE | LAILA MOUSSAID
09:30	-	09:45		EL KHATTABI BILAL, OMARA HICHAM, SOURI ADNAN: Comparative Analysis of Sentiment Analysis Techniques for Social Media		BEZZAR NOUHAILA, EL QADI ABDERRAHIM, LAHRACHE SOUAD: Ai-driven Early Detection and Classification of Crop Disease for Precision Agriculture
09:45	-	10:00		SAID BELBACHIR, OUAFAE NAHLI, EL MOHAJIR MOHAMMED, MOHAMED CHAHHOU: Evaluating Large Language Models for Word Sense Disambiguation in Modern Standard Arabic: Sense Selection and Sense Ranking		EL AOUNG AHMED, AZHARI MOURAD, HACHIMI MOHAMED: Predicting Student Orientation Satisfaction Using Random Forest : a Moroccan Case Study
10:00	-	10:15		BOURICHI AKRAM, CHOUGDALI KHALID: A Hybrid Neuro-ontological Framework for Explainable Cyberattack Detection: Integrating Machine Learning and Semantic Reasoning		ELHARNAF IBTISSAM, ACHTAICH KHADIJA, TETOUANI SAMIR: Multi-modal Fault Diagnosis in Industrial Systems Using Se-attention-based Deep Neural Networks
10:15	-	10:30		MALKI L'HLAIBI LOUBABA, RYAD KAWTAR, ATTAOUI NAOUAL, AGHZOUT OTMAN: Reinforcement Learning for Routing in Iot Networks: a Comparative Analysis of Objectives, Methods, and Deployment Scenarios		FATENE CHAIMAA, RIDA MOHAMED, CHIBA ZOUHAIR: The Ai Revolution in Personalized Medicine: a Multidisciplinary Review
10:30	-	10:45		ABU BAKAR MAHARANI: Enhanced Physics-informed Neural Networks for Efficient Solution of 2d Shallow Water Models		MOUAYAD SALMA, MOUSSAID KHALID, CHIBA ZOUHAIR: Artificial Intelligence in Software Quality Assurance: a Systematic Review
10:45	-	11:00		DARBAL OTMANE, EL CHAAL RACHID, DALHI HAMID: A Data-driven Study of Covid-19 Vaccination Patterns in Paris Using Data Science and Ai Models		TARIK CHEWIWI, GANMATI ABDELILAH, SADIQ ABDERRAHMANE, ES-SAADY YOUSSEF: Ai–blockchain Framework for Resource-usage Governance and Optimization: Architecture, Traceability, and an Evaluation Protocol
11:00	-	11:15		HAMOUICHOU KHAWLA, EL GHIZI ISRAE, FARISS MERIAM, EL HABOUZ YOUSSEF, EL MOURABIT YOUSEF: Toward Reliable and Explainable Retinal Vessel Segmentation Using Advanced Deep Architectures		SAIFI WAFAE, NOUH SAID, BAHASSINE SAID, IMRANE CHEMSEDDINE IDRISSI: Enhancing Crash Prediction with T-smote: a Comparative Study of Lstm, Gru, and Bilstm on Imbalanced Financial Time Series
11:15	-	11:30		ELBADRAOUI ABDELLATIF, EL ALAOUI ABDELKADER, MOUHSSINE YASSINE, ELALAOUI SAID OUATIK: Cost-sensitive Xgboost Optimization for Credit Card Fraud Detection: a Strategic Decision Framework for Risk Management		SAKHI HASNAE, EL FILALI SANAA, AMEUR MERYEM, ABOUDRAR YASMINE: A Criteria-driven Guide to Model Selection for Darija Sentiment Analysis
11:30	-	11:45		MAAFIRI AYYAD: Robust Face Recognition Using Cnn-based Feature Extraction and Exponential Discriminant Analysis		GANMATI ABDELILAH, BERGACH MOHAMED AMINE: Quality-aware Binary Face Templates for Reliable On-device Verification Under Capture Variations
11:45	-	12:00		LAGNAOUI SALOUA, ZAKARIAE EN-NAIMANI, KHALID HADDOUCH: A Novel Stochastic Layer for Redundancy Reduction in Cnns: Application to Plant Disease Classification		ESSADEQ ICHRAQ, NOUH SAID, KANDALI KHALID: From Mlops to Llm-augmented Operations: a Survey of Foundations, Challenges, and Opportunities for Generative Ai in Ml Pipelines
12:00	-	12:15		GUENBOURA SIHAM: Designing Intelligent Learning Systems: Ai-driven Formative Assessment and Differentiated Learner Support		CHAHIR HAJAR, NOUH SAID, AHAJJAM TARIK, BENGHAZOUANI SALSABILA, SAIFI WAFAE: Optimization in Multimodal Ai for Cancer Diagnosis: a Critical Survey and Future Directions
12:15	-	12:30		MAHBOUB SABAH, GUERBAZ RABY, EL QALLI YASSINE: The Impact of Central Bank Communication on Stock Market Volatility: an Ai-based Analysis		TAYMI IMANE, AITDAOUD MOHAMMED, AHARRANE NABIL: Integrating Artificial Intelligence and Computer Vision for Dynamic Decision Support in Smart Agricultural Systems
12:30	-	12:45		IZOURANE FATIM-ZAHRA, ABBOUR FATIMA ZAHRA, AZZOUAZI MOHAMED, ARDCHIR SOUFIANE, OUNACER SOUMAYA: Micro-behavior Driven Explainable Learning Analytics: a Lightweight Approach to Course Personalization		BELLA BRAHIM, AZZOUAZI MOHAMED, CHEMLAL YMAN: Measuring the Impact of Generative Ai on Student Productivity: a Longitudinal Educational Data Mining Approach
12:45	-	13:00
				Session 27: Dynamical systems and Differential Equations (3)		Session 28: Dynamical systems and Differential Equations (4) & Bio. & Ecosystems Modeling (2)		Session 29: Science Education & Mathematics - Other Topics		Session 30: Fixed Point Theory and Applications & Mathematics - Other Topics
Chairmen				MAROUANE MAHROUF		ADNANE BOUKHOUIMA		SALEK OUAILAL		MOHAMED ELHIA
15:00	-	15:15		MOUNIANE MOHAMMED, RACHIDI MUSTAPHA: Applications of Linear Matrix Differential Equations		ATELAUE OUMAIMA, FAIZ ZAKARIA, BOUCHANTOUF RACHID, BENAISSA HICHAM: Optimal Control Approach for Bilateral Elastic Contact Problem with Power-law		NAAMAOUI YASSINE: Analyse Comparative Didactique de L'enseignement des Notions de Calcul Dans les Manuels Scolaires : Cas Du Maroc, de L'italie, de la France, et des Philippines		ASSILA KHAIREDDIN, LOUARTITI KHALID: Hybrid Typed Graphs on Finite Rings from Conditions C1–c3
15:15	-	15:30		MAAROUF NISRINE: Applications of the Invariant Subspace Method on Searching Explicit Solutions to Certain Non-linear Evolution Equations		FIKRI KARIM,,: Analyse Analytique de la Flexion des Plaques Fgm Poreuses Utilisant une Nouvelle Théorie Raffinée		LAKRIM ABDENNABI: A Multidimensional Didactic Analysis of Trigonometric Errors Among Moroccan Secondary Students		ASLAOUI TARIK, BEN AMMA BOUCHRA, MELLIANI SAID, LALLA SAADIA CHADLI: Second-order Intuitionistic Fuzzy Boundary Value Problems
15:30	-	15:45		MALGHI HAYAT: New Results on the Existence of Solutions for Systems of Hybrid Differential Equations with Ν-caputo Fractional Derivatives		MORTAJI FARID, ABTA ABDELHADI, LAARABI HASSAN, RACHIK MOSTAFA: The Hopf Bifurcation Analysis, Calibration and Stabilization of an Seir Epidemic Model		FOUIMTIZI ADIL, EL KOUACHE MOHAMED, FAHID BRAHIM, BENNIS DRISS: Study of the Impact of Graph Theory on the Problem-solving Process in Secondary Education		YOUSSEF ADIB, KASSIDI ABDERRAZAK, RAJI ABDERRAHMANE: Concentration and Existence Results for Normalized Solutions to ϱ-laplacian Like Equations with Logarithmic Nonlinearity
15:45	-	16:00		EL HAMRI HASSAN, OUBOUFETTAL MORAD, AKDIM YOUSSEF: Entropy Solutions to Nonlinear Weighted Degenerate Problems with Singular Data		BENKHALOU HAYAT, EL JANATHI AYMANE, HJIAJ HASSANE, ORTEGON GALLEGO FRANCISCO: Existence and Uniqueness of Renormalized Solutions for a P(x)- Elliptic Non-coercive Problem Under Neumann Boundary Conditions		EL KOUACHE MOHAMED, FOUIMTIZI ADIL, FAHID BRAHIM, BENNIS DRISS: Ai-based Diagnostic Assessment in Secondary Discrete Mathematics Competitions: Feasibility, Validity, Reliability, and Fairness		LAHBOUB MOHAMED: Existence d'une Solution Au Problème Elliptique Asymétrique : Approche par la Théorie Du Point Critique
16:00	-	16:15		MOUJANI HASNA, KASSIDI ABDERRAZAK, EL MFADEL ALI, ELOMARI M'HAMED: Fractional Double-phase Elliptic Equations Involving Variable Exponents and Critical Hardy Potentials		AFDIFID YOUSSEF, EL MFADEL ALI, ELOMARI M'HAMED: Controllability Criteria for Delayed Fractional Systems Via Mittag–leffler Functions		ELAMMOURY ZAKARIA, KARBOUAI KHALID, DEBBARH ZAKARIA: La Finance Participative Comme Levier de Développement Entrepreneuriale : Revue Critique de la Littérature		BENHADDA WALID, KASSIDI ABDERRAZAK, EL MFADEL ALI: Weak Solutions for P(z)-laplacian Dirichlet Problems Involving Ψ-hilfer Fractional Derivatives
16:15	-	16:30		HABRI HAKIM, EL KOUFI AMINE, BRAHIM FAHID: Stability Analysis in a Two-strain Epidemic Model with Two Vaccinations and Time Delays in Complex Networks		ESSOFI MOHAMED, BOUALLALA MUSTAPHA, OUAFIK YOUSSEF: Numerical and Analytical Study of Frictional Contact Problems in Thermo-viscoelastic Materials		NKAILI MINA, AITLMOUDEN OTHMANE, SAFEH NISRINE, ELOUAFI LEILA, LAAZIRI MAJIDA: Contribution of the Ahp Method to the Reference Framework Process		LAGNAOUI ABDELBASSET, HAMZA EL-HOUARI, MOUSSA HICHAM, SABIKI HAJAR: Study of Nonlocal Singular Elliptic Systems in General Fractional Modular Spaces
16:30	-	16:45		BABA NOSSAIBA, HAFDANE MOHAMED, EL FOUTAYENI YOUSSEF: Exploring Deterministic and Stochastic Behaviors in a Prey–predator Eco-epidemic Model with Harvesting and Prey Refuge		TAOUIHRI SAFAE: La Modélisation Mathématique et la Simulation Numérique Du Transport Réactif Dans un Milieu Poreux Saturé		SAFEH NISRINE, AITLMOUDDEN OTHMANE, NKAILI MINA, OUAHABI SARA: Exploitation d'un Dashboard Émotionnel pour L'analyse des Émotions des Étudiants Lors des Évaluations En Ligne		OYEDOTUN SAMUEL, NEHINBE JOSHUA, OGBITI JOHN: Impact of Training Architecture on Sac and Td3 Performance in Multi-agent Swarm Systems
16:45	-	17:00		BOUAAM HIND: Kirchhoff-type Problems Involving Variable Exponent, Nonlocal Effects, and Logarithmic Nonlinearities		ABDRAMANE ANNOUR SAAD, MAHAMAT SALEH DAOUSSA HAGGAR: Mathematical Modeling of Canine and Human Rabies		ISSER HOUDA, MAKBOUL MINA: Gestion des Connaissances et Performance Organisationnelle : Vers un Modèle Analytique Intégré		CHABLA KARIM, EL HABIB SIHAM, LAMRINI UAHABI KAOUTAR: Ekeland's Variational Principle for a Fractional P(x,y)-laplacian Eigenvalue Problem
17:00	-	17:15		JAHID OUMAYMA, ABOUELHANOUNE YOUNES, BOUJRAF AHMED: A Hybrid Finite Element-finite Volume Method for Immiscible Two-phase Flow in Porous Media		LARRACHE KAWTAR: Impact de la Couverture Vaccinale Dans le Contrôle des Épidémies : Étude Basée Sur un Modèle Mathématique Seirs à Vaccination Temporelle		SAMIR EL MARZGUIOUI: Formulation of the Differential Equations of Motion for Non-classically Damped Systems		GRINI ABDELALI: Twisted Hessian Curve Binary Over a Ring
17:15	-	17:30		NAFIA EL-MAHDI, TAQBIBAT ABDELAH, ELOMARI M'HAMED: Chaotic Behavior of the Lasota Equation in Morrey Spaces and Applications to Hematopoietic Dynamics		GÖZEN MELEK: On Stability and Positive Equilibrium of a Nicholson's Blowflies Equation with Unbounded Time-varying Delays		OU-MHA MOHSSINE, RAJI ABDERRAHMANE, OUKESSOU MOHAMED: A Study of Fuzzy Derivations on Fuzzy Prime Near-rings		BAATI MOHAMMED: Regularization Methods for Tomographic Inverse Problems with Ill-posed Images
17:30	-	17:45		EL BAZ MUSTAPHA, AOURAGH MY DRISS, TOUFIC EL ARWADI, TONI SAYAH: Exponential Stability of a Viscoelastic Shear Beam		AZZOUGAGH FATIMA-EZZAHRA, EL FOUTAYENI YOUSSEF, AGMOUR IMANE: Stochastic Modeling of a Shrimp-octopus System Under External Environmental Effects		AMASSMIR MOHAMMED: Local Criteria and Dimensions of U-s-flat Modules		RIAHI CHAIMAA, EL FOUTAYENI YOUSSEF: Structural Refinement of Markov Chains: Hidden Intermediate States and Stochastic Factorization
17:45	-	18:00		CHADDOU SOUHAILA, MAKHOUTE ABDELKADER: Resonant Two-photon Ionization of Neon Via the 3d Intermediate State		HAMMOUTI OMAR: Multiplicity of Solutions for Anisotropic Discrete Boundary Value Problems		KERDANI MAJDA, EL-HOUARI HAMZA, MOUSSA HICHAM: On a Class of Schr¨odinger System Problem in Orlicz–sobolev Spaces		EL AMRANI FATIMA ZAHRA: Anisotropic Quasi-linear Elliptic Problems
				Session 31: Optimal Control Theory and Applications		Session 32: Applied Mathematics to Economics and Finance & Mathematics - Other Topics		Session 33: Artificial Intelligence, Machine Learning and Deep Learning (3)		Session 34: Artificial Intelligence, Machine Learning and Deep Learning (4) & Computer Science - Other Topics
Chairmen				ABDELFATTAH KOUIDER		HANANE FERJOUCHIA		LOUBNA ELHALOUI | IBTISSAM MEDARHRI		SAID BAHASSINE | SEDDIQ EL KASMI ALAOUI
15:00	-	15:15		ISMAIL ADARDOR, EL KAZOUI KHALIL, EZZAKI HASSAN: Sufficients Conditions for Stabilization of Unbounded Bilinear Systems		CHAKLATI GHIZLANE, GUERBAZ RABY: Mesure des Disparités Régionales Au Maroc (2004-2024) : Construction et Analyse de la Robustesse d'un Indice Composite Multidimensionnel Aligné Sur les Odd		ROUSSAFI MARIAM, RADID ATIKA, RHOFIR KARIM: Solving Atmospheric Chemical Kinetics with an Integration-based Physics-informed Randomized Neural Network		SAFOUANE SITAYEB, AZIZA EL OUAAZIZI, KHALIL MAALMI, FAIQ GMIRA: Reliable Llms for Technical Docs: Modular Rag with Dense Retrieval and Semantic-aware Chunking
15:15	-	15:30		ZGUAID KHALID, EL ALAOUI FATIMA-ZAHRAE: Boundary State Reconstruction for Semilinear Caputo Fractional Systems		ABDELALI OUFKIRI, BOUSSIF ALI: Toward an Integrated Lean–green Supply Chain Management Framework: a Qualitative Analysis in the Moroccan Industrial Context		ZRIAA RAJAE: A Multi-criteria Qualitative Model for Ai-driven Pedagogical Recommendations Within the Zone of Proximal Development		LGHAOUCH EL MEHDI, OUNACER SOUMAYA, ESSWIDI AYOUB, ARDCHIR SOUFIANE, AZZOUAZI MOHAMED: Tasrec-full: a New Time-aware Sequential Recommender with Aspect-level Sentiment and Confidence Modeling for E-commerce
15:30	-	15:45		AIT AADI ABDERRAHMAN: On the Stabilization of Bilinear Systems in Hilbert Space with Bounded Nonlinear Controls		SALHI ABDELMAJID, EL MFADEL ALI, MELLIANI SAID: An Analytic Resolvent Approach to the Control of Fractional Dynamical System		DIOURI ADNANE, CHIBA ZOUHAIR, MOHAMED RIDA: Malware Detection Using Machine Learning and Deep Learning: a Review		ERRAHIBI HAMZA, YMAN CHEMLAL, AZZOUAZI MOHAMED: Data-driven Risk Modeling in Insurance: a Machine Learning Perspective
15:45	-	16:00		AARABATE OUMAIMA: Optimal Control Analysis of an Unemployment Model with an Online Freelancing Intervention		EL HADDAJI AYOUB, HARROUDI SANAA: Dynamic Risk Control in Banking Operations Using Physics-informed Neural Networks		AMGHAR HIND, OUNACER SOUMAYA, DAIF ABDERRAHMANE, AZZOUAZI MOHAMED: Optimizing Agricultural Yield in Agriculture 50: Exposing Ai and Iot Driven Irrigation Gaps		BELARACHE OUMAIMA, HANNOUNI SALMA, OUNACER SOUMAYA, ARDCHIR SOUFIANE, ESSWIDI AYOUB, AZZOUAZI MOHAMED: Profile-aware Employee Feedback Generation with Large Language Models
16:00	-	16:15		JABER TAWFIK: Mathematical Modeling and Optimal Control of Glioma Dynamics Under Combined Therapy		BELAMAR MARIAM: Assessment of the Determinants of Inflation in Times of Crisis : the Case of Morocco Via Ml Approaches		EN-NAJIDI MANAL, ACHTAICH KHADIJA, OUCHRA HAFSA: Multimodal Deep Learning for Fine-grained Classification and Knowledge-driven Decision Support in Medicinal Plant Recognition		ABBOUR FATIMA ZAHRA, ARDCHIR SOUFIANE, OUNACER SOUMAYA, AZZOUAZI MOHAMED: Ai-driven Assessment of Employee Confidence in Recruitment: a Psycholinguistic and Behavioral Perspective
16:15	-	16:30		CHAIB ABDELALI, TSOULI AZZEDDINE, DELBOUH AHMED: Sufficient Conditions for Exponential and Strong Stabilization of a Class of Bilinear Systems with Distributed Delay		MAKROUM SAFAA, GUERBAZ RABY: Modélisation Prédictive des Comportements D'arbitrage Dans les Contrats En Unité de Compte : une Approche Prenant En Compte les Biais Cognitifs		NASARUDDIN NORASHIKIN, MASSERAN NURULKAMAL, IDRIS WAN MOHD RAZI, UL-SAUFIE AHMAD ZIA: Improving Imbalanced Water Quality Classification Using Smote		OUBAOUZINE ABDELALI, OUADERHMAN TAYEB, CHAMLAL HASNA: Clique-centrality Driven Feature Selection for High-dimensional Data Classification
16:30	-	16:45		HAMCHICHI MUSTAPHA, OULGHAZI HAMID, DOUIRI SIDI MOHAMED: Deep Learning Methods for Mean-field-type Stochastic Control Problems		BEROUAGA YOUNES, BOUCHEKOURTE MUSTAPHA, EL MSIYAH CHERIF, MADKOUR JAOUAD: Dynamic Portfolio Optimization Using Tmfg Financial Networks: a Centrality-based Multi-strategy Framework		HILALI BRAHIM, RAMDANI MOHAMMED, NAJI ABDELWAHAB: Mobile Robot Prototype for Validation of Neuro-fuzzy Navigation Controllers		KAMEL HAJAR, CHAMLAL HASNA, OUADERHMAN TAYEB: A Unified Hybrid Learner for Network Traffic Attack Classification
16:45	-	17:00		ESSAMY AMINA: Incorporating Meal Absorption As a Dynamic Compartment: a Novel Extension of Bergman's Model for T1d Optimal Control		KHADIJA KNINIR, AMEDJAR MOHAMED, GHANDARI YOUSSEF: Mathematical Modeling of Zakat-based Redistribution and its Impact on Poverty Dynamics		HANAN SABBAR: Deep Learning-based Automated Localization of Brain Tumors in Ct Imaging		AZHARI WALID, ABGHOUR NOREDDINE, CHIBA ZOUHAIR: Beyond Isolated Solutions: a Systematic Review and Proposed Hybrid
17:00	-	17:15		GHILLI OTMANE, TSOULI AZZEDDINE: Necessary and Sufficient Conditions for Strong ‎stabilization of Second-class Bilinear Time-delay ‎		BAYEJJA ISMAIL: Factorisation Properties of Puiseux Algebras		ALLALI IBRAHIM, ZOUIRI LAHBOUB: Predicting Low Achievement in Pisa 2022 Morocco: a Machine-learning Comparison of Random Forest, Xgboost, Svm, and Mlp		LAKHSIM ZAKARIA, MOUSSAID KHALID, OUADERHMAN TAYEB: Explainable Self-healing for the Discovery and Recovery of Weak Nodes in Complicated Networks
17:15	-	17:30		BOUHAMED ABDELHAK, ABELLA EL KABOUSS, HASSANE BOUZAHIR: Bilinear Optimal Control Problem for Stochastic Parabolic Systems		CHERGUI BRAHIM, MOUSSADDAR ASMAÂ: About Indices on Graphs, Digraphs and Tournaments		RAGOUBA DRISS: Vers une Logistique Urbaine Durable Au Maroc: Apports des Modèles Économiques Hybrides et Du Machine Learning		BACHRAOUI NEZHA, AZZOUAZI MOHAMED: Modeling and Managing Interoperability of Information Systems Using Ontologies and Uml
17:30	-	17:45		HASSOUNI HABIB, EL BHIH AMINE, BALATIF OMAR: Modélisation Mathématique, Analyse et Contrôle Optimal Du Comportement des Hackers Dans les Systèmes de Cybersécurité		JENKAL KHALID, ZAABOULI ZIAD, AFRAITES LEKBIR, LAGHRIB AMINE: A Novel Nonlinear Parabolic Approach with P(t, X)-growth Conditions for Image Super-resolution		EL AMRI BADRAYOUR, HOSNI MOHAMED, MEDARHRI IBTISSAM: Ensemble-based Recommender Systems: a Bibliometric Analysis of Research Trends and Emerging Applications		AMEUR MERYEM: Image Segmentation Using Evidential Markov Model
17:45	-	18:00		SAHIB ISSAM, BELAM MOHAMED, LABZAI ABDERRAHIM: Stability Analysis of Fast Food Consumption Dynamics Using a Fractional-order Framework		LAGZINI ABDELATI, EL MAROUFY HAMID, MERBOUHA ABDELKRIM: Bayesian and Frequentist Inference for a Partially Observed Stochastic Sir Model Using the Skellam Distribution		GOURRAM HICHAM, BELAM MOHAMED, LABZAI ABDERRAHIM: Analysis of Stability in Monkeypox Transmission Dynamics		ZAHNAOUI IBTISSAM: Bilstm for Financial Volatility Forecasting
POSTER SESSION
				Thursday, April 23, 2026				09H30-10H00
-				EL BAKKALI SOUNIA, BENTAHRA SOUFIANE: Difficulties in Solving Mathematical Problems in Secondary School in Morocco: Causes and Strategies for Improvement
-				EL BAKKALI MOHAMED ACHRAF: Analyse Théorique et Résolution Numérique de L'équation de la Chaleur : de la Séparation des Variables à la Méthode de Pinns
-				BENTAHRA SOUFIANE, EL BAKKALI SOUNIA: Difficulties in Solving Mathematical Problems in Secondary School in Morocco: Causes and Strategies for Improvement
-				EL AASKRI AMINE, EL BERRAI IMANE, KHALID ADNAOUI: Neural Network-based Koopman Operator: Learning Linear Representations for Optimal Control of Nonlinear Systems
-				ABDESSAMAD EZAHRAOUI, BENCHETTOU OUMAIMA, BENTBIB ABDESLEM HAFID, KREIT KARIM: Accelerated Image Inpainting Via a Globally Convergent Stabilized Fixed-point Method
-				EL BOUJDAINI SOUMIA, PATHAK SUSHIL, RATNAM KOTA VENKATA: An Influential Study of a Time-delayed Epidemic Model Incorporating Vaccination and Treatment Interventions
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