EVENTS AND TALKS

2° WORKSHOP BAT-MEN   16 JENUARY 2026, LECCE, Italy. 

WORKSHOP BAT-MEN   15-16 JULY 2024, LECCE, Italy. 

DTE &  AICOMAS 2025 -  3rd IACM Digital Twins in Engineering Conference (DTE 2025)   & 

1st ECCOMAS Artificial Intelligence and Computational Methods in Applied Science (AICOMAS 2025)  17-21 FEBRUARY 2025, PARIS, France

• M1. D. Conte, R. D’Ambrosio, I. Sgura organizers of the Minisymposium MS041 - Mathematical modeling,numerical simulations and AI techniques to enhance battery lifetime within the DTE & AICOMAS 2025conference - "3rd IACM Digital Twins in Engineering Conference (DTE 2025) & 1st ECCOMAS ArtificialIntelligence and Computational Methods in Applied Science (AICOMAS 2025)", 17-21 February 2025, Paris,France (see also invited talks listed below)

• M2. D. Conte, co-organizer of the Minisymposium on Evolutionary numerical models with applications withinthe DSABNS 2025 conference - “16th Dynamical Systems applied on Biology and Natural Sciences”, Naples, 20-24 January 2025, with Eduardo Cuesta (University of Valladolid, Spain), and Angelamaria Cardone (University of Salerno).

• Lisbon (Portugal), April 11-12, 2025 - I. Sgura, B. Bozzini, R. Barreira, M.G.Quarta* - A deep learning approach to parameter estimation in battery modeling for charge-discharge processes, Lisbon Young Mathematicians Conference, LYMC2025.

• Valencia (Spain), June 4th-6th, 2025 - I. Sgura, B. Bozzini, R. Barreira, M.G.Quarta* - A CNN-LSTM approach for solving an inverse problem in battery cycling model, Invited talk in the Minisymposium “Solving Inverse Problems with Deep Learning” (organizer C. Millevoi) in the Conference Math 2 Product (M2P) Emerging Technologies in Computational Science for Industry, Sustainability and Innovation.

• Valencia (Spain), June 4th-6th, 2025 - M. Frittelli*, I. Sgura, M.C. D’Autilia -Matrix-oriented discretisations of phase-field and high-order diffusion problems - Invited talk in the conference Math2Product (M2P).

• Bari (Italy), 30 June 2025 - M. Frittelli*, B. Bozzini, A. Madzvamuse, I. Sgura - Modelling metal growth through PDEs on Evolving Surfaces- Contributed talk in the workshop ``INTRUSION 2025 - numerIcal aNalysis, porous media and waTer ResoUrceS: a fruItful cOntamiNation''.

• Lisbona (Portugal), April 2025 - M.G.Quarta*, I.Sgura, R. Barreira, B. Bozzini - "A Deep Learning approach to parameter estimation in battery modeling for charge-discharge processes" - Lisbon Young Mathematicians Conference LYMC 2025

• Salerno (Italy), May 15th-16th, 2025 - D. Conte, F. Giannino, G. Pagano*, B. Paternoster. Numerical modeling for pattern formation in battery and vegetation problems. Contributed talk at “Third Meeting Activity Group ANA&A – SIMAI”.

• Salerno (Italy), May 15th-16th, 2025 - D. Conte, G. Frasca-Caccia*, B. Paternoster. A matrix-oriented approach for the solution of a metal corrosion model. Invited talk at “Third Meeting Activity Group ANA&A – SIMAI”.

• L’Aquila (Italy), May 19th-23rd, 2025 - F. Colace, D. Conte, G. Pagano*, B. Paternoster, C. Valentino. Derivation of time-discrete Physics-Informed Neural Networks for PDEs models. Contributed talk at “Hidden structures in dynamical systems, optimization, and machine learning”, GSSI.

• Gozo (Malta) A. Cardone*, G. Frasca Caccia, B. Paternoster, Structure preserving methods for time-fractional reaction-diffusion problems, Go20 Conference on Scientific Computing and Software, May 19-23, 2025.

• Valencia (Spain), June 4th-6th, 2025 - D. Conte, F. Giannino, S. Iscaro, G. Pagano*, B. Paternoster. Efficient Solution of PDEs Models for Battery and Vegetation Modeling. Invited talk at “M2P – Math 2 Product” IS-24.

• Valencia (Spain), June 4th-6th, 2025 - F. Colace, D. Conte, G. Pagano*, B. Paternoster, C. Valentino. A New Approach Based on Time-Discrete Physics Informed Neural Networks for PDEs. Invited talk at “M2P – Math 2 Product” IS-05.

• Edinburgh (Scotland), June 8th-13th, 2025 - F. Colace, D. Conte, G. Pagano*, B. Paternoster, C. Valentino. Discrete-Time Physics Informed Neural Network for solving PDE models. Contributed talk at “LMS Research School Quantum Machine Learning and Hamiltonian Simulation”.

• Fisciano (SA) (Italy), June 16th-19th, 2025 - L. Aceto, D. Conte*, J.I. Montijano, G. Pagano, B. Paternoster, L. Rández. Adapted linearly implicit Runge–Kutta methods for the time-integration of reaction-diffusion problems. Invited talk at SDIDE 2025 “7th Workshop on Stability and Discretization Issues in Differential Equations”.

• Fisciano (SA) (Italy), June 16th-19th, 2025 - A. Cardone*, G. Frasca-Caccia, B. Paternoster. Nonstandard finite difference solvers for fractional partial differential equations. Invited talk at SDIDE 2025 “7th Workshop on Stability and Discretization Issues in Differential Equations”.

• Fisciano (Italy), June 16th-19th, 2025 - D. Conte, G. Frasca-Caccia*, B. Paternoster. Iterative Matrix-Oriented IMEX Methods for the Fast Solution of a Corrosion Model. Poster presentation at SDIDE 2025 “7th Workshop on Stability and Discretization Issues in Differential Equations”.

• Fisciano (SA) (Italy), June 16th-19th, 2025 - D. Conte, S. González-Pinto, D. Hernández-Abreu, G. Pagano*, S. Peréz Rodríguez, B. Paternoster. Derivation of new W-methods combined with AMF for PDEs models. Invited talk at SDIDE 2025 “7th Workshop on Stability and Discretization Issues in Differential Equations”.

• Istanbul (Türkiye), June 30th – July 3rd, 2025 - D. Conte, G. Pagano*. Two families of W-methods: analysis and application on battery models. Contributed talk at ICCSA 2025 “The 25th International Conference on Computational Science and Its Applications”, Galatasaray University.

• Bari (Italy), July 2nd-4th, 2025 - F. Colace, D. Conte, F. Giannino, G. Pagano*, B. Paternoster, C. Valentino. Discrete Step-by-step Discrete-Time Physics-Informed Neural Networks for Partial Differential Equations. Invited talk at “COMP-LEARN-25 - New Trends in Computational Learning & Scientific ML 2025”.

• L'’Aquila (Italy), July 24th-25th, 2025 - D. Conte, G. Frasca-Caccia*, B. Paternoster. Efficient Iterative Matrix-Oriented IMEX Methods for a Pitting Corrosion Model. Invited talk at “Destiny Meeting 2025”.

• Shenzhen (China), 25 Aprile 25- May 2, 2025 - R. D’Ambrosio, Numerical issues in Turing pattern formation for stochastic PDEs, International Workshop on Numerical Analysis of Integral Equations.

• Valencia (Spain), June 4-6 2025 - C. Scalone, Low Rank Adaptive Computation and Optimization af Dominant Eigenvalues af Specific Physical Systems, Math 2 Product (M2P), Emerging Technologies in Computational Science for Industry, Sustainability and Innovation.

• Lisbona (Portugal), April 2025, M.G.Quarta* - I.Sgura, R. Barreira, B. Bozzini - "A Deep Learning approach to parameter estimation in battery modeling for charge-discharge processes" - Lisbon Young Mathematicians Conference LYMC 2025

• Paris (France), February 17-21, 2025 - M.G.Quarta*, I.Sgura, R. Barreira, B. Bozzini - "Parameter estimation in battery modeling: Deep Learning algorithms for metal growth and voltage profiles" - Conference DTE&AICOMAS 2025, invitation to the Mini-symposium M1 above

• Paris (France), February 17-21, 2025 - M.C. D’Autilia, M. Frittelli*, I. Sgura - "Battery modeling through Bulk-Surface PDEs" – Conference DTE&AICOMAS 2025, invitation in the Minisymposium M1 above

• Bari (Italy), January 29-31, 2025 - M.G.Quarta*, I.Sgura, R. Barreira, B. Bozzini - "A CNN-LSTM approach for parameter estimation for lithium metal battery cycling model" - “3rd Workshop of UMI Group Mathematics for Artificial Intelligence and Machine Learning” (Math4AIML),

• Pisa (Italy), 20 January, 2025 - M.C. D’Autilia, M. Frittelli*, I. Sgura - "Matrix-oriented discretisations of phase-field and high-order diffusion problems" - Workshop "Due Giorni di Algebra Lineare Numerica ed Applicazioni", 

• Paris (France), Jenuary 2025 - M.G.Quarta*, I.Sgura, R. Barreira, B. Bozzini - "Parameter estimation in battery modeling: deep learning algorithms for  metal growth and voltage profiles" - DTE & AICOMAS 2025. 3rd IACM Digital Twins in Engineering Conference (DTE 2025) & 1st ECCOMAS Artificial Intelligence and Computational Methods in Applied Science (AICOMAS 2025) - MS041A Mathematical modeling, numerical simulations and AI techniques to enhance battery lifetime

• Paris (France), February 17-21, 2025 - F. Colace, D. Conte, G. Pagano, B. Paternoster, C. Valentino*,  "A step-by-step time-discrete PINN for a Lithium-ion battery model" - conference DTE & AICOMAS 2025, invitation to the Minisymposium M1 above.

• Paris (France), February 17-21, 2025 - D. Conte, R. D’Ambrosio, G. Pagano, B. Paternoster*, Efficient numerical solution of PDEs models for battery electrodeposition" - conference DTE & AICOMAS 2025, invitation to the Minisymposium M1 above.

• Paris (France), February 17-21, 2025 - D. Conte*, R. D’Ambrosio, G. Pagano, A. Montano, B. Paternoster, "Adapted numerical methods for stochastic PDEs models in battery electrodeposition" - conference DTE & AICOMAS 202, talk in Minisymposium M1 above

• Paris (France), February 17-21, 2025 - A. Cardone*, G. Frasca Caccia, B. Paternoster, "Numerical solution of fractional differential models for the study of batteries" - conference DTE & AICOMAS 2025, invitation to the Minisymposium M1 above

• Paris (France), February 17-21, 2025 - R. D'Ambrosio* - "Stochastic numerics in battery modeling" - Conference DTE&AICOMAS 2025, talk in the Mini-symposium M1 above

• Paris (France), February 17-21, 2025 - C. Scalone*, "Low rank based optimization for dominant eigenvalues of specific physical systems", Conference DTE&AICOMAS 2025, invitation in the Mini-symposium M1 above

• Bari (Italy), January 29-31, 2025 - G. Pagano*, C. Valentino, D. Conte, B. Paternoster, F. Colace, M. Casillo, Step-by-Step Time-Discrete Physics-Informed Neural Networks for PDEs Models - conference “3rd Workshop of UMI Group Mathematics for Artificial Intelligence and Machine Learning” (Math4AIML) 

• Naples (Italy), January 20-23, 2025 - F. Colace, D. Conte, G. Pagano, B. Paternoster, C. Valentino*, "Time-Discrete Physics-Informed Neural Networks with Applications to Sustainability PDEs Models" - conference DSABNS 2025, "16th Dynamical Systems Applied to Biology and Natural Sciences", invitation to the MiniSymposium MS02 - Advanced Mathematical, Numerical and Machine Learning Approaches in Modeling, Control and Analysis of Complex Systems organized by M. Pezzella (C.N.R. - National Research Council, Naples), G. Fabiani (Scuola Superiore Meridionale, Naples) and D. Patsatzis (Scuola Superiore Meridionale, Naples)

• Naples (Italy), January 20-23, 2025 - A. Cardone, G. Frasca Caccia*, B. Paternoster - "Positivity preserving methods for time-fractional reaction-advection-diffusion", conference DSABNS 2025, "16th Dynamical Systems Applied to Biology and Natural Sciences", invitation to the session MS02-Advanced mathematical, numerical and machine learning approaches in modeling, control and analysis of complex systems, M. Pezzella (C.N.R. - National Research Council, Naples), G. Fabiani (Scuola Superiore Meridionale, Naples) and D. Patsatzis (Scuola Sup. Meridionale, Naples).

• New Delhi (India) - 29 Nov – 1 Dec, 2024. - A. Cardone*, G. Frasca-Caccia, B. Paternoster - "Nonstandard numerical methods for fractional reaction-advection-diffusion problems" - Plenary Talk at the Annual Conference of Indian Society for Mathematical Modeling and Computer Simulation (ISMMACS) and International Conference on Differential Equations: Theory, Computation and Application.

• Gaeta (Italy), Semptember 16-20, 2024 - D. Conte, G. Frasca Caccia, S. Gonzalez-Pinto, D. Hernandez-Abreu, G. Pagano, B. Paternoster - "A new class of efficient linearly implicit methods for PDEs models from applications"  NAMAS 2024, “Numerical Analysis & Modelling in -Applied Sciences” - invito alla sessione “MS5: Approximation Methods for Functional Equations”, organizzato da D. Cesarano (Uninettuno, Italia), D. Occorsio (Univ. della Basilicata).

• Gaeta (Italy), Semptember 16-20, 2024 - F. Colace, D. Conte, G. Pagano, B. Paternoster, C. Valentino - "A new approach based on time-discrete Physics Informed Neural Networks for a sustainability model" - NAMAS 2024, “Numerical Analysis & Modelling in Applied Sciences” - invito alla sessione “MS5: Approximation Methods for Functional Equations”, organizzato da D. Cesarano (Uninettuno, Italia), D. Occorsio (Univ. della Basilicata).

• Halle (Saale), Germania, Semptember 9-13, 2024 - L. Aceto, D. Conte, G. Pagano, B. Paternoster - New efficient linearly implicit numerical methods for stiff huge differential problems, NUMDIFF-17, “Conference on the Numerical Solution of Differential and Differential-Algebraic Equations”.

• Halle (Germany), September 9th-13th, 2024 - D. Conte, G. Frasca-Caccia*, B. Paternoster. "A matrix-oriented approach for the solution of a metal corrosion model". Invited talk at "NUMDIFF-17, Conference on the Numerical Solution of Differential and Differential-Algebraic Equations”.

• Lecce (Italy), July 15-16, 2024 - M Frittelli*, I Sgura, B Bozzini - “A bulk-surface reaction-diffusion system for battery modeling and novel numerical solvers” - Workshop BAT-MEN (BATtery Modeling, Experiments & Numerics), Dipartimento di Matematica e Fisica, Università del Salento.

• Lecce (Italy), July 15-16, 2024 - Maria Grazia Quarta - "A Deep Learning approach for parameter estimation in PDEs for battery modeling” - Workshop BAT-MEN (BATtery Modeling, Experiments & Numerics), Dipartimento di Matematica e Fisica, Università del Salento.

• Napoli (Italy), July 12, 2024 - Frittelli Massimo - GIMC SIMAI Young. “VEMcomp: an open-source bulk-surface VEM MATLAB library and applications in electrochemistry”

• Bolzano (Italy), May 21, 2024 - Massimo Frittelli - Meeting conclusivo del progetto GNCS-INdAM di Tavelli. “Efficient methods for PDEs on structured grids and applications in battery modelling: from matrix-oriented finite elements to virtual elements”

• Palermo (Italy), July 23-26, 2024 - D. Conte, G. Frasca Caccia, S. Gonzalez Pinto, D. Hernandez Abreu, G. Pagano, B. Paternoster - "Derivation of new linearly implicit methods for stiff PDEs models" - AMS-UMI International Joint meetinG - invito a sessione speciale "Recent Advances in Numerics for Deterministic and Stochastic Dynamical Systems" organizzata da R. D’Ambrosio (Univ. L’Aquila) e Xiaoyinh Han (Univ. Auburn, USA). 

• Lecce (Italy), July 15-16, 2024. - D. Conte, R. D’Ambrosio, G. Pagano, A. Montano, B. Paternoster - "Stabilized numerical methods for efficient time integration of PDEs" - Workshop BAT-MEN (BATtery Modeling, Experiments & Numerics), Dipartimento di Matematica e Fisica, Università del Salento. 

• Lecce (Italy), July 15-16, 2024 - F. Colace, D. Conte, D. Hernandez Abreu, S. Perez-Rodriguez, S. Gonzalez Pinto, G. Pagano,  B. Paternoster, C. Valentino - "Splitting techniques and Deep learning approaches for the numerical solution of PDEs models" - Workshop BAT-MEN (BATtery Modeling, Experiments & Numerics), Dipartimento di Matematica e Fisica, Università del Salento.7Napoli (Italy), July 10th-12th, 2024 - D. Conte, G. Frasca-Caccia*, B. Paternoster. “Efficient Solution of a Phase Field Model for Pitting Corrosion”. Invited talk at "GIMC SIMAI Young".

• Napoli (Italy), July 10th-12th, 2024 - D. Conte, G. Frasca-Caccia*, B. Paternoster. “Efficient Solution of a Phase Field Model for Pitting Corrosion”. Invited talk at "GIMC SIMAI Young".

• Cagliari (Italy), April 22nd-24th 2024 - D. Conte, G. Frasca-Caccia*, B. Paternoster. "Efficient solution of a metal corrosion model". Contributed talk at "Advances in Applied Mathematics and Learning Approaches for Cultural Heritage and the Arts (AMALART)".

• Lisbona (Portugal), March 06, 2024 - Maria Grazia Quarta - “Deep Learning for parameter estimation in reaction-diffusion PDEs for battery modeling” - seminar by invitation at NOVA Math, Center for Mathematics and Applications, Departamento de Matemática, Faculdade de Ciências e Tecnologia, Universidade Nova de Lisboa, Campus de Caparica, Caparica. 

• Lisbona (Portugal), Jenuary 17, 2024 - Maria Grazia Quarta - “Deep Learning for parameter estimation in reaction-diffusion PDEs for battery modeling” - seminar by invitation at CEMAT Center for Computational and Stochastic Mathematics, Faculdade de Ciências, Instituto Superior Técnico, Lisbon.