F. Borondo

F. Borondo

Universidad Autónoma de Madrid

H-index: 32

Europe-Spain

About F. Borondo

F. Borondo, With an exceptional h-index of 32 and a recent h-index of 13 (since 2020), a distinguished researcher at Universidad Autónoma de Madrid, specializes in the field of caos, redes complejas, machine learning, vibraciones moleculares.

His recent articles reflect a diverse array of research interests and contributions to the field:

Using reservoir computing to construct scarred wavefunctions

Chaotic scattering of He atoms off a Cu surface with corrugated Morse potential

Average localization of resonances on the quantum repeller

Chaos indicator and integrability conditions from geometrodynamics

Binding affinity predictions with hybrid quantum-classical convolutional neural networks

Taking advantage of noise in quantum reservoir computing

Quantum reservoir complexity by Krylov evolution approach

Order-chaos transition in correlation diagrams and quantization of period orbits

F. Borondo Information

University

Position

___

Citations(all)

3325

Citations(since 2020)

824

Cited By

2751

hIndex(all)

32

hIndex(since 2020)

13

i10Index(all)

98

i10Index(since 2020)

29

Email

University Profile Page

Universidad Autónoma de Madrid

Google Scholar

View Google Scholar Profile

F. Borondo Skills & Research Interests

caos

redes complejas

machine learning

vibraciones moleculares

Top articles of F. Borondo

Title

Journal

Author(s)

Publication Date

Using reservoir computing to construct scarred wavefunctions

arXiv preprint arXiv:2401.10307

L Domingo

J Borondo

F Borondo

2024/1/18

Chaotic scattering of He atoms off a Cu surface with corrugated Morse potential

arXiv preprint arXiv:2401.05795

Florentino Borondo

Ernest Fontich

Pau Martín

2024/1/11

Average localization of resonances on the quantum repeller

Communications in Nonlinear Science and Numerical Simulation

J Montes

Gabriel G Carlo

Florentino Borondo

2024/5/1

Chaos indicator and integrability conditions from geometrodynamics

Communications in Nonlinear Science and Numerical Simulation

Alberto Vergel

Juan Carlos Losada

Rosa M Benito

Florentino Borondo

2023/6/15

Binding affinity predictions with hybrid quantum-classical convolutional neural networks

Scientific Reports

Laia Domingo

Marko Djukic

Christine Johnson

Florentino Borondo

2023/10/20

Taking advantage of noise in quantum reservoir computing

Scientific Reports

Laia Domingo

G Carlo

F Borondo

2023/5/31

Quantum reservoir complexity by Krylov evolution approach

arXiv preprint arXiv:2310.00790

Laia Domingo

F Borondo

Gastón Scialchi

Augusto J Roncaglia

Gabriel G Carlo

...

2023/10/1

Order-chaos transition in correlation diagrams and quantization of period orbits

Physical Review E

FJ Arranz

J Montes

F Borondo

2023/9/20

Hybrid quantum-classical convolutional neural networks to improve molecular protein binding affinity predictions

Science China Physics, Mechanics & Astronomy

Junhua Liu

Kwan Hui Lim

Kristin L Wood

Wei Huang

Chu Guo

...

2021/9

The predictive power of the Blockhain transaction networks: Towards a new generation of network science market indicators

arXiv preprint arXiv:2401.01379

Mar Grande

Florentino Borondo

Javier Borondo

2023/12/31

Anticipating food price crises by reservoir computing

Available at SSRN 4457897

Laia Domingo

Mar Grande

Florentino Borondo

Javier Borondo

2023/5/30

Disentangling Jenny’s equation by machine learning

Scientific Reports

Francisco Prieto-Castrillo

M Rodríguez-Rastrero

F Yunta

F Borondo

J Borondo

2023/11/27

Unraveling the highly nonlinear dynamics of KCN molecular system using Lagrangian descriptors

Communications in Nonlinear Science and Numerical Simulation

Fabio Revuelta

FJ Arranz

Rosa M Benito

Florentino Borondo

2023/8/1

Optimal quantum reservoir computing for market forecasting: An application to fight food price crises

arXiv preprint arXiv:2401.03347

L Domingo

M Grande

G Carlo

F Borondo

J Borondo

2023/11/22

Adapting reservoir computing to solve the Schrodinger equation

Chaos: An Interdisciplinary Journal of Nonlinear Science

Laia Domingo Colomer

J Borondo

Florentino Borondo

2022/6/3

Lagrangian descriptors for the Bunimovich stadium billiard

Physical Review E

Gabriel G Carlo

J Montes

Florentino Borondo

2022/1/12

Adapting reservoir computing to solve the Schrödinger equation

Chaos: An Interdisciplinary Journal of Nonlinear Science

L Domingo

J Borondo

F Borondo

2022/6/1

Optimal quantum reservoir computing for the NISQ era

arXiv preprint arXiv:2205.10107

L Domingo

G Carlo

F Borondo

2022/5/20

Geometrodynamic approach to conjugate points and the Maslov index

Physical Review E

A Vergel

Javier Montes

F Borondo

2022/12/28

Computing Chaotic Eigenvectors in Narrow Energy Windows

F Revuelta

E Vergini

RM Benito

F Borondo

2022/5/11

See List of Professors in F. Borondo University(Universidad Autónoma de Madrid)