output
20172025
most citedDesigning Aqueous Organic Electrolytes for Zinc-Air Batteries: Method, Simulation, and Validation

81 citations

9 papers

cs.LG2025

epiGPTope: A machine learning-based epitope generator and classifier

Natalia Flechas Manrique, Alberto Martínez, Elena López-Martínez +5

Epitopes are short antigenic peptide sequences which are recognized by antibodies or immune cell receptors. These are central to the development of immunotherapies, vaccines, and d…

physics.app-ph2025★ 41 cited

General hybrid asymmetric capacitor model: validation with a commercial lithium ion capacitor

Jose Miguel Campillo-Robles, Xabier Artetxe, Karmele del Teso Sánchez +5

Modelling and numerical simulations play a vital role in the design and optimization of electrochemical energy storage devices. In this study, a general physics-based model is deve…

quant-ph2024★ 3 cited

Quantum-inspired clustering with light

Miguel Varga, Pablo Bermejo, Rubén Pellicer-Guridi +2

This article introduces a novel approach to perform the simulation of a single qubit quantum algorithm using laser beams. Leveraging the polarization states of photonic qubits, and…

physics.app-ph2022★ 1 cited

Machine Learning-Assisted Multi-Objective Optimization of Battery Manufacturing from Synthetic Data Generated by Physics-Based Simulations

Marc Duquesnoy, Chaoyue Liu, Diana Zapata Dominguez +3

The optimization of the electrodes manufacturing process constitutes one of the most critical steps to ensure high-quality Lithium-Ion Battery (LIB) cells, in particular for automo…

cond-mat.str-el2021★ 4 cited

Kitaev honeycomb antiferromagnet in a field: quantum phase diagram for general spin

Saeed S. Jahromi, Max Hörmann, Patrick Adelhardt +4

We combine tensor-network approaches and high-order linked-cluster expansions to investigate the quantum phase diagram of the antiferromagnetic Kitaev's honeycomb model in a magnet…

physics.app-ph2021★ 77 cited

Recyclable flame-retardant epoxy composites based on disulfide bonds. Flammability and recyclability

Xiaolu Li, Jing Zhang, Lu Zhang +3

A series of recyclable epoxy resin (REP) composites are successfully prepared in this study, aiming to improve flame retardancy while keep good recyclability and mechanical propert…