Notes on Quantum Computing for Thermal Science

Authors: Asinari, Pietro, Alghamdi, Nada, De Angelis, Paolo, Trezza, Giovanni, Barletta, Giulio, Provenzano, Marina, Piredda, Matteo Maria, Fasano, Matteo, Chiavazzo, Eliodoro

Subject Terms: Physics - Computational Physics, Quantum Physics

Access URL: http://arxiv.org/abs/2503.19109

Charting the landscape of Bardeen-Cooper-Schrieffer superconductors in experimentally known compounds

Authors: Bercx, Marnik, Poncé, Samuel, Zhang, Yiming, Trezza, Giovanni, Ghezeljehmeidan, Amir Ghorbani, Bastonero, Lorenzo, Qiao, Junfeng, von Rohr, Fabian O., Pizzi, Giovanni, Chiavazzo, Eliodoro, Marzari, Nicola

Subject Terms: Condensed Matter - Superconductivity

Access URL: http://arxiv.org/abs/2503.10943

Searching for fixed points of dynamical systems by the Explorative Relaxation Redistribution Method

Authors: Chiavazzo, Eliodoro

Subject Terms: Condensed Matter - Other Condensed Matter

Access URL: http://arxiv.org/abs/2502.01571

Energy-GNoME: A Living Database of Selected Materials for Energy Applications

Authors: De Angelis, Paolo, Trezza, Giovanni, Barletta, Giulio, Asinari, Pietro, Chiavazzo, Eliodoro

Subject Terms: Condensed Matter - Materials Science, Condensed Matter - Other Condensed Matter, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2411.10125

Functionality Determinants and Pore-level Quantitative Structure-Activity Relationship (QSAR) Approach for Water Permeation Rate in Aquaporins

Authors: Galano-Frutos, Juan José, Bergamasco, Luca, Vigo, Paolo, Morciano, Matteo, Fasano, Matteo, Pirolli, Davide, Chiavazzo, Eliodoro, de Rosa, Maria Cristina

Subject Terms: Quantitative Biology - Biomolecules

Access URL: http://arxiv.org/abs/2410.14355

Learning effective good variables from physical data

Authors: Barletta, Giulio, Trezza, Giovanni, Chiavazzo, Eliodoro

Subject Terms: Physics - Data Analysis, Statistics and Probability, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2401.05226

Classification-based detection and quantification of cross-domain data bias in materials discovery

Authors: Trezza, Giovanni, Chiavazzo, Eliodoro

Subject Terms: Condensed Matter - Other Condensed Matter, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2311.09891

Enhancing ReaxFF for Molecular Dynamics Simulations of Lithium-Ion Batteries: An interactive reparameterization protocol

Authors: De Angelis, Paolo, Cappabianca, Roberta, Fasano, Matteo, Asinari, Pietro, Chiavazzo, Eliodoro

Subject Terms: Condensed Matter - Materials Science

Access URL: http://arxiv.org/abs/2306.13027

Leveraging Composition-Based Material Descriptors for Machine Learning Optimization

Authors: Trezza, Giovanni, Chiavazzo, Eliodoro

Subject Terms: Condensed Matter - Other Condensed Matter

Access URL: http://arxiv.org/abs/2304.07592

Mesoscopic modeling and experimental validation of thermal and mechanical properties of polypropylene nanocomposites reinforced by graphene-based fillers

Authors: Muhammad, Atta, Srivastava, Rajat, Koutroumanis, Nikos, Semitekolos, Dionisis, Chiavazzo, Eliodoro, Pappas, Panagiotis-Nektarios, Galiotis, Costas, Asinari, Pietro, Charitidis, Costas A., Fasano, Matteo

Subject Terms: Condensed Matter - Materials Science, Physics - Applied Physics

Access URL: http://arxiv.org/abs/2211.13148

The impact of physicochemical features of carbon electrodes on the capacitive performance of supercapacitors: A machine learning approach

Authors: Mishra, Sachit, Srivastava, Rajat, Muhammad, Atta, Amit, Amit, Chiavazzo, Eliodoro, Fasano, Matteo, Asinari, Pietro

Source: Sci Rep 13, 6494 (2023)

Subject Terms: Condensed Matter - Materials Science, Condensed Matter - Disordered Systems and Neural Networks

Access URL: http://arxiv.org/abs/2208.04172

From nanoscale to printed products: Multiscale modeling and experimental characterization of graphene-enhanced polylactic acid composites for 3D printing

Authors: Muhammad, Atta ^{a, d, 1}, Valero, Clara ^{b, 1}, De Angelis, Paolo ^{a, 1}, Koutroumanis, Nikolaos ^f, Semitekolos, Dionisis ^g, Jiménez, Bárbara ^b, Rivera, Rubén ^b, Sáenz Ezquerro, Carlos ^b, Srivastava, Rajat ^{a, e}, Pappas, Panagiotis-Nektarios ^f, Galiotis, Costas ^f, Charitidis, Costas A. ^g, Chiavazzo, Eliodoro ^a, Asinari, Pietro ^{a, c}, Laspalas, Manuel ^b, Chiminelli, Agustín ^{b, ⁎}, Fasano, Matteo ^{a, ⁎}

Source: In Composites Part B 1 June 2025 298

Trending applications of Phase Change Materials in sustainable thermal engineering: An up-to-date review

Authors: Morciano, Matteo ^{a, b, ⁎}, Fasano, Matteo ^{a, b}, Chiavazzo, Eliodoro ^{a, b}, Mongibello, Luigi ^{c, ⁎}

Source: In Energy Conversion and Management: X January 2025 25

Double Diffusion Maps and their Latent Harmonics for Scientific Computations in Latent Space

Authors: Evangelou, Nikolaos, Dietrich, Felix, Chiavazzo, Eliodoro, Lehmberg, Daniel, Meila, Marina, Kevrekidis, Ioannis G.

Subject Terms: Statistics - Machine Learning, Computer Science - Machine Learning, Mathematics - Dynamical Systems

Access URL: http://arxiv.org/abs/2204.12536

Minimal set of crystallographic descriptors for sorption properties in hypothetical Metal Organic Frameworks: Role in sequential learning optimization

Authors: Trezza, Giovanni, Bergamasco, Luca, Fasano, Matteo, Chiavazzo, Eliodoro

Subject Terms: Condensed Matter - Other Condensed Matter

Access URL: http://arxiv.org/abs/2111.09602

Enhancement of heat transfer through the incorporation of copper metal wool in latent heat thermal energy storage systems

Authors: Ribezzo, Alessandro, Morciano, Matteo, Zsembinszki, Gabriel, Risco Amigó, Sara, Mani Kala, Saranprabhu, Borri, Emiliano, Bergamasco, Luca, Fasano, Matteo, Chiavazzo, Eliodoro, Prieto, Cristina, Cabeza, Luisa F.

Source: In Renewable Energy September 2024 231

Optimizing the Marangoni effect towards enhanced salt rejection in thermal passive desalination

Authors: Stincone, Giovanni, Meo, Roberto Raffaele, Chiavazzo, Eliodoro, Asinari, Pietro, Fasano, Matteo, Morciano, Matteo

Source: In Desalination 19 August 2024 583

Thermal characterization and cost analysis of cement-based composite materials for thermochemical energy storage

Authors: Salustro, Simone, Lavagna, Luca, Fernicola, Vito, Smorgon, Denis, Mondello, Alessio, Chiavazzo, Eliodoro, Pavese, Matteo

Source: In Journal of Energy Storage 15 July 2024 93

Current trends on the use of deep learning methods for image analysis in energy applications

Authors: Casini, Mattia, De Angelis, Paolo, Chiavazzo, Eliodoro, Bergamasco, Luca

Source: In Energy and AI January 2024 15

An overview on modelling approaches for photochemical and photoelectrochemical solar fuels processes and technologies

Authors: Falciani, Gabriele, Chiavazzo, Eliodoro

Source: In Energy Conversion and Management 15 September 2023 292