Dr Federico Javier Hernández
Lecturer in Computational Chemistry
School of Physical and Chemical Sciences
Queen Mary University of London
Research
Computational Photochemistry, Computational Spectroscopy, Materials modelling, Nonadiabatic dynamics, Excited-state processes
Interests
Research Interests:
Research activities in Federico’s lab primarily focus on elucidating complex excited-state mechanisms occurring in molecular systems within diverse complex environments such as aggregates, organic crystals and in solution. These studies aim to deepen our understanding of the photophysical and photochemical processes, with the ultimate goal of enabling the rational design of novel functional molecules for materials application.
We are particularly interested in investigating the fundamental causes of photoactivated reactions and intra- and intermolecular photophysical processes, such as aggregation induced emission, radiative quenching, singlet fission, ultralong organic phosphorescence, charge, exciton and excitation transport and thermally activated delayed fluorescence, among others. These phenomena are central to a range of applications in optoelectronics as well as in energy storage and conversion. To achieve this, we combine an arsenal of computational methodologies for modelling potential energy surfaces and excited-state dynamics. Our approaches include plane-wave DFT, multiscale electronic structure methods (QM:QM’), and nonadiabatic dynamics methods such as surface hopping and Ehrenfest dynamics. These methods allow us to simulate the spectroscopy and molecular dynamics of complex systems upon photoexcitation. We further integrate this knowledge with data science and machine learning techniques to accelerate the study and discovery of novel materials for technological applications.
Grants

Grants of specific relevance to the Centre for Chemical Research
Modelling excited state dynamics in molecular crystals for solar energy storage (International Exchanges 2022 Round 2)Rachel Crespo Otero and
Federico Javier Hernández£12,000
Royal Society02-11-2022 - 01-11-2024
Research Group
News
June 2026
10 June 2026
A study at the Centre for Molecular Cell Biology (Palacios lab in collaboration with Whitworth lab and Talisman Therapeutics Ltd, Cambridge, UK) demonstrates that the motor proteins kinesin-1 and kinesin-3 are required for the survival of both Drosophila and human neurons and shows that increasing their activity can alleviate neurodegenerative ... [more]
9 June 2026
Together with colleagues from HPI in Potsdam, Berlin, Marc Roth has a paper accepted at ICALP 2026 which takes place in London in 2026. This is the Flagship Conference of the European Association for Theoretical Computer Science recently promoted to A*, together with FOCS and STOC, one of the premiere venues for ... [more]
9 June 2026
A work from 2004 by Vito Latora, Professor of Applied Mathematics in the Centre for Complex Systems, and two co-authors has been selected for a collection of highly influential papers on statistical and nonlinear physics published in Physical Review E (PRE). The selection identifies 35 works from the journal's 33-year history that ... [more]

8 June 2026
Prof Ana Sobrido was recently interviewed by Francesco Pinci, Marketing Manager at BOSS Energy, to explore the real challenges shaping the future of energy.
One of the strongest insights from the discussion is that the biggest obstacle to scaling sustainable energy globally is not the absence of technology.
According to ... [more]

7 June 2026
Glynn Winskel presented a paper with Hugo Paquet from Inria, Paris at the Mathematical Foundations of Program Semantics Conference (MFPS) in Ljubljana. The paper presents a very general model of concurrent games on event structures with symmetry, in which strategies satisfy the laws of composition up to a weak notion ... [more]
5 June 2026
It is not just cows that emit the powerful greenhouse gas methane – microbial emissions from the natural world will inevitably increase as our planet continues to warm.
A new study led by Professor Mark Trimmer of Queen Mary University of London, published in the journal Nature Climate Change, explains how ... [more]

5 June 2026
This "behind-the-research" blog by Mark Trimmer, Professor of Biogeochemistry, takes readers beyond the published findings to reveal the motivations, challenges, and human stories that shaped the study.
Say methane and most people think of cows, yet nearly half of all methane is produced by microbes in freshwaters. While we know ... [more]

5 June 2026
Dr Aidan Hogg, Lecturer in Computer Science at the School of Electronic Engineering and Computer Science, has been awarded a prestigious £607,233 Engineering and Physical Sciences Research Council (EPSRC) New Investigator Award to lead a new project rethinking hearing assistive technology.
The three-year project, Spatial Hearing Augmentation to Improve Hearing Assistive ... [more]

2 June 2026
UK Preterm Birth Conference 2027 hosted at Queen Mary University of London from 18 and 19 January 2027.
Sarah Brown, global health campaigner and Chair of the international children's charity Theirworld, will give a plenary address with Professor James Boardman, Scientific Director of the Jennifer Brown Research Laboratory, at the UK Preterm Birth Conference 2027, ... [more]

1 June 2026
Beyond DNA: Scientists discover how traits can be passed on without genetic changes.
In a new study by researchers at Queen Mary University of London, a sea anemone has revealed that epigenetic changes can be inherited across generations, offering rare experimental evidence that information beyond DNA sequence can persist in ... [more]

1 June 2026
Pasquale Malacaria and Yunxiao Zhang have a paper published in a top security journal, IEEE Transactions on Information Forensics and Security (TIFS), on Strategic Decision-Making in Uncertain Turn-Based Security Games.
The paper studies the problem of cybersecurity decision making. It extends previous Leader-Follower game-theoretical models where the leader is the ... [more]
May 2026
28 May 2026
Queen Mary University researchers have developed a new AI-powered framework, MetaBeeAI, designed to help scientists review and analyse vast amounts of literature faster, more transparently, and with greater human oversight.
Dr. Rachel Parkinson, who is the leading researcher on this project, states that MetaBeeAI could potentially transform how evidence is ... [more]

27 May 2026
A major new study led by Queen Mary University of London has revealed that methane emissions from biogas plants across Europe are higher than some estimates suggest—yet, once identified, the majority of these emissions could be eliminated at no net cost.
A biogas plant is a facility that turns ... [more]

26 May 2026
Butterfly reproduction findings provide key insights into how climate crisis might affect tropical ecosystems.
New research from Queen Mary University of London shows how extreme seasonal patterns are causing rainforest butterflies to adapt their reproductive strategies at a rapid pace, with implications for species resilience under accelerating climate disruption.
The ... [more]
22 May 2026
We welcome Cryssa Papadaki, a new visiting Researcher at our centre, supervised by Dr Eleni Matechou, on statistical ecology approaches for analyzing eDNA-derived biodiversity datasets from freshwater ecosystems of the Aegean islands. This work focuses on Joint Species Distribution Models (JSDMs), community ecology, biodiversity–environment relationships, and the application of ... [more]

21 May 2026
An international research team led by scientists at Queen Mary University of London has developed an innovative method to power wearable electronics using ambient moisture and simple, non-toxic materials commonly found in the kitchen.
In a study published in Nano Energy, researchers from Queen Mary, the University of Warwick, Imperial ... [more]

21 May 2026
An academic delegation from Queen Mary University of London visited Brazil to explore opportunities for collaboration with universities, research institutes and innovation organisations in areas including AI, health, sustainability and inclusive innovation.
The visit was supported by the UK's International Science Partnerships Fund (ISPF), bringing together colleagues from Queen Mary's ... [more]

19 May 2026
Integrated solar reactor uses sunlight, water, CO2 and engineered bacteria to grow biomass in a single beaker.
A new study led by Dr Lin Su of Queen Mary University of London, published today in the Journal of the American Chemical Society, describes a new integrated solar reactor in which engineered ... [more]

17 May 2026
By analysing gene expression at the single-cell level, researchers at the Centre for Molecular Cell Biology, in collaboration with colleagues from the University of West London and Tampere University, have uncovered how premature termination of transcription shapes differences between individual members of bacterial communities. Because gene expression is stochastic and ... [more]
14 May 2026
Przemek Wałęga is part of a team that has had a paper accepted at the Forty-Third International Conference on Machine Learning (ICML) in Seoul, South KoreaJuly 6th - 11th, 2026. It is one of the three main machine learning conferences.
Their paper shows that graph neural networks have "winning tickets": ... [more]