Francisco J. Martín‐Martínez

King's College London — United Kingdom

Engineering · Physical Sciences

31h-index3.1kcitations95works4.12yr avg
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Research Topics

Lignin and Wood Chemistry(17), Graphene research and applications(16), Biochemical and biochemical processes(8), Machine Learning in Materials Science(7), Computational Drug Discovery Methods(6)

Publications95 total

Embedded Morgan Fingerprints for more efficient molecular property predictions with machine learning
2025· 1 citedOpen Access
Emerging Trends in Bioinspired Superhydrophobic and Superoleophobic Sustainable Surfaces
Advanced Materials·2025· 35 citedOpen Access
Author response for "Embedded machine-readable molecular representation for resource-efficient deep learning applications"
2025
Embedded machine-readable molecular representation for resource-efficient deep learning applications
Digital Discovery·2025· 3 citedOpen Access
Author response for "Embedded machine-readable molecular representation for resource-efficient deep learning applications"
2024
35 challenges in materials science being tackled by PIs under 35(ish) in 2024
Matter·2024· 1 citedOpen Access
Author response for "Embedded machine-readable molecular representation for resource-efficient deep learning applications"
2024
Embedded machine-readable molecular representationfor more resource-efficient deep learning applications
2024Open Access
Self-binding wood biocomposites from raw biomatter
MRS Bulletin·2024· 2 citedOpen Access
Author response for "Data-driven representative models to accelerate scaled-up atomistic simulations of bitumen and biobased complex fluids"
2024
Data-driven representative models to accelerate scaled-up atomistic simulations of bitumen and biobased complex fluids
Digital Discovery·2024· 1 citedOpen Access
Understanding the role of nitrogen-doping and surface topology in the binding of Fe(<scp>iii</scp>)/Fe(<scp>ii</scp>) to biobased carbon electrodes
Energy Advances·2024· 7 citedOpen Access
Computationally-accelerated prediction of polyester-melamine coatings degradation to design sustainable organically-coated steels for outdoor applications
RSC Advances·2024· 3 citedOpen Access
Operando FTIR-ATR with molecular dynamic simulations to understand the diffusion mechanism of waste tire-derived pyrolytic oil for asphalt self-healing
Fuel·2023· 33 cited
Biomass carbon mining to develop nature-inspired materials for a circular economy
iScience·2023· 19 citedOpen Access
Biobased additives for asphalt applications produced from the hydrothermal liquefaction of sewage sludge
Journal of environmental chemical engineering·2022· 11 cited
Biorefineries: Achievements and challenges for a bio-based economy
Frontiers in Chemistry·2022· 136 citedOpen Access
Editorial: Biobased nanomaterials: New trends and applications
Frontiers in Chemistry·2022· 3 citedOpen Access
Biobased Spore Microcapsules for Asphalt Self-Healing
ACS Applied Materials & Interfaces·2022· 41 cited
Socially‐Directed Development of Materials for Structural Color
Advanced Materials·2022· 44 cited
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Frequent Co-authors

Markus J. Buehler(23), Jingjie Yeo(10), José A. Dobado(10), Zhao Qin(9), Diego López Barreiro(8), Gang Seob Jung(6), Francisco G. Calvo‐Flores(5), Frank De Proft(5), Santiago Melchor(5), Joaquín Isac‐García(4), Paul Geerlings(4), Chun‐Teh Chen(3), Kai Jin(3), Stijn Fias(3), Gregory Van Lier(3), Anna Tarakanova(3), Tomás Palacios(2), Jing Kong(2), Shanshan Wang(2), Jamie H. Warner(2)