Maria Concetta Oddo’s Post

Dear Colleagues, We (as guest editors) are excited to announce the launch of a peer-reviewed Special Issue on "Machine Learning in Multi-scale Modeling" for engineering and materials science. This special issue belongs to the section "Computing and Artificial Intelligence" of Applied Sciences MDPI . Therefore, we invite you to submit original and high-quality research papers (until 20 October 2024) that focus on the following topics: - Physics-informed ML for constitutive modeling in multi-scale structural and material systems; - The use of artificial neural networks (ANNs) to predict effective material properties; - Graph- and manifold-learning techniques in computational solid mechanics and material design; - Supervised and unsupervised ANN methods, including reduced-order simulations in computational mechanics; - The application of ANNs and ML-based optimization in the design of metamaterials relating to 3D-printing technologies; - Generative AI and deep learning-aided techniques for multi-scale modeling and inverse design of materials and structural systems, including multiphysics composites and porous metamaterials; - Model-free approaches in computational mechanics; - Causal discovery for interpretable modeling; - Data-driven methods for solving partial differential equations (PDEs). Yousef Heider (Institut für Baumechanik und Numerische Mechanik (IBNM), Leibniz Universität Hannover) Nick Vlassis (Rutgers University) Guest Editors Keywords #machine_learning, #multi_scale #modeling, #metamaterial_design, #constitutive_modeling, #invers_design, #data-driven simulations #graph and #manifold_learning, #artificial_neural_networks, #generative_AI, #model_free approaches, #causal_discovery, #applied_sciences #MDPI

Artificial Intelligence (AI) in Educational Data Mining and Learning Special Issue Information A special issue of Applied Sciences (ISSN 2076-3417). This special issue belongs to the section "Computing and Artificial Intelligence". (JCR category rank Q1: Engineering, Multidisciplinary; Q2: Physics, Applied) https://lnkd.in/drh9-GSs

⏳ Submission Deadline Approaching: Mathematical Dynamic Flow Models 🎓 Editors: Prof. Dr. Fernando Carapau, Prof. Dr. Mourad Bezzeghoud and Prof. Dr. Tomáš Bodnár 🕛Submission deadline: 31 July 2024 🔗 Details: https://buff.ly/4cXOP4u This Special Issue is devoted to original research and review papers of high scientific value in all areas of mathematical #fluid #mechanics and its applications, paying special attention to #mathematical #models and #numerical #simulations relevant in various physical, geophysical, chemical, biological, and engineering applications. This issue aims to collect a number of relevant articles in this branch of science, where novelties often appear not only in the theoretical field, but also in the field of applications. #MDPIOpenAccess #ComSciMathMdpi #MathematicsMdpi

⏳ Submission Deadline Approaching: Mathematical Dynamic Flow Models 🎓 Editors: Prof. Dr. Fernando Carapau, Prof. Dr. Mourad Bezzeghoud and Prof. Dr. Tomáš Bodnár 🕛Submission deadline: 31 July 2024 🔗 Details: https://buff.ly/4cXOP4u This Special Issue is devoted to original research and review papers of high scientific value in all areas of mathematical #fluid #mechanics and its applications, paying special attention to #mathematical #models and #numerical #simulations relevant in various physical, geophysical, chemical, biological, and engineering applications. This issue aims to collect a number of relevant articles in this branch of science, where novelties often appear not only in the theoretical field, but also in the field of applications. #MDPIOpenAccess #ComSciMathMdpi #MathematicsMdpi

Exciting News! I am thrilled to share that I have accepted an invitation from the prestigious Q1 journal Mathematics (CiteScore 4, IF 2.3) to serve as the Guest Editor for an upcoming special issue on "Mathematical modeling of complex entangled structures". This Issue aims to highlight the latest breakthroughs and ongoing research in the intricate fields of knot theory and the topology of entangled structures. The mathematical modeling of complex entangled structures is very important in many fields of science, such as physics (quantum entanglements), chemistry (molecular frameworks, polymers), materials science (metamaterials, nanomaterials, textiles), and life science (DNA structure). This Issue will delve into theoretical developments, computational techniques, and practical applications, exploring how these complex structures influence and interact with each other. We invite researchers to submit their research articles, reviews, and technical notes, fostering a deeper understanding of these fascinating topological phenomena. Submissions may address, but are not limited to, the following topics: Knot theory, applications of low-dimensional topology, Mathematical modeling of knotted structures, periodic entanglements, the geometry and topology of fabric-like materials, Topology in chemistry and biology, the topology of DNA, etc. All submissions will undergo a standard peer-review process to ensure the inclusion of high-quality and impactful research in this Special Issue. We believe this Special Issue will provide a comprehensive understanding of knot theory and its applications, paving the way for innovative strategies and advancements across various academic and industrial domains. If you are working on innovative research within these fields, we encourage you to consider submitting your work for this special issue. This is a wonderful opportunity to contribute to the growing body of knowledge in these critical areas of mathematics. 🔗 https://lnkd.in/eHmJ_vrD Please feel free to share this announcement with your network, and do not hesitate to reach out if you have any questions. Looking forward to your submissions! #Mathematics #Algebra #Geometry #Topology #Research #AcademicPublishing

✨ #MathematicalPhysics Special Issue edited by Prof. Dr. Jagdev Singh and Dr. Devendra Kumar 💫 "Advances in Fractional Operators and Their Applications in Physical Sciences " 🎇 7 papers have been published already! Submit by 10 May 2025! 🎯 https://buff.ly/3jMZcBv 📍 #Fractional order derivatives and integrals with their applications. 📍 Fractional order #dynamical processes. 📍 Applications of fractional #calculus in fluid mechanics. 📍 Use of fractional derivatives in #quantum mechanics. 📍 Application of fractional derivatives in #Chaos theory. 📍 Fractional #differential #equations arising in biological systems. 📍 Fractional differential equations arising in #economics. 📍 Analytical and #numerical techniques for fractional order differential equations. 📍 Fractional #optimal #control problems. 📍 Fractional #complex systems. #MDPIOpenAccess #ComSciMathMdpi #MathematicsMdpi

📢 Exciting news for the Mathematical Physics community! A new Special Issue is now open for submissions focusing on "Numerical Methods in Multiphase Flow with Heat and Mass Transfer." This issue, led by Editor Lin Zheng, delves into #computational #fluid #dynamics, microscopic/mesoscopic methods, #multiscale modeling, droplet dynamics, gas-liquid/liquid-liquid flows, fluid-solid interactions, and more. Explore the latest research on thermo/thermosolutal phenomena, capillary convection, boiling, heat transfer, melting, and more in multicomponent #flows. Don't miss this opportunity to contribute to cutting-edge research in Mathematical Physics. https://buff.ly/3Z63Ht3 #MDPIOpenAccess #ComSciMathMdpi #MathematicsMdpi

✨ #MathematicalPhysics Special Issue edited by Prof. Dr. Jagdev Singh and Dr. Devendra Kumar 💫 "Advances in Fractional Operators and Their Applications in Physical Sciences " 🎇 7 papers have been published already! Submit by 10 May 2025! 🎯 https://buff.ly/3jMZcBv 📍 #Fractional order derivatives and integrals with their applications. 📍 Fractional order #dynamical processes. 📍 Applications of fractional #calculus in fluid mechanics. 📍 Use of fractional derivatives in #quantum mechanics. 📍 Application of fractional derivatives in #Chaos theory. 📍 Fractional #differential #equations arising in biological systems. 📍 Fractional differential equations arising in #economics. 📍 Analytical and #numerical techniques for fractional order differential equations. 📍 Fractional #optimal #control problems. 📍 Fractional #complex systems. #MDPIOpenAccess #ComSciMathMdpi #MathematicsMdpi

📢 #MathematicalPhysics New Special Issue open for submission! ✨Title: Mathematical and Numerical Analysis of Nonlinear Evolution Equations: Advances and Perspectives, 2nd Edition 🎓 Editors: Carlo Bianca 🔗 Details: https://buff.ly/3UlhJ6U This Special Issue is devoted to researchers working in the fields of pure and applied mathematical physics, specifically to researchers who are involved in the mathematical and numerical analysis of #nonlinear #evolution #equations and their applications. Original research articles and review articles are welcome. The topics include, but are not limited to, the following: Prey–predator models; Kinetic-type models; Multiscale models; #Computational models; Fractional models; Asymptotic analysis and methods; #Approximative methods; Bifurcation analysis; Chaos and synchronization analysis; #Nonlinear dynamics; Complex #dynamics; Far-from-equilibrium dynamics; Blow-up of solutions; #Fractional calculus. #MDPIOpenAccess #ComSciMathMdpi #MathematicsMdpi

Call for Papers: Special Issue on Nonlinear Dynamics and Vibration ----------------------------------------------------------------------------------- I am pleased to announce the launch of a Special Issue of Applied Sciences focusing on Nonlinear Dynamics and Vibration. We invite research articles, review papers, and case studies on topics including: 🔹 Tuning nonlinearities 🔹 Internal and parametric resonances 🔹 Self-excited oscillations 🔹 Energy transfer phenomena 🔹 Bifurcation and stability 🔹 Reduced-order models 🔹 Experimental observations Submit your contributions to advance the frontier of nonlinear dynamics! Check the link below for more details. Guest Editors: Dr. Giovanni Iarriccio, Dr. Matteo Strozzi #NonlinearDynamics #Vibration #Engineering #Research #CallForPapers