Research & Development

Where science turns into impact

Deucalion stands at the forefront of scientific innovation, bridging groundbreaking research with practical solutions. Our work is driven by the Deucalion community, empowered by the support and expertise of our dedicated team. Explore our work and discover how Deucalion helps transform ideas into impact.

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Physical Sciences and Engineering 

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Life Sciences

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Social Sciences and Humanities 

Scientific publications 

Graphic highlighting an arXiv paper titled “Temperature-induced optical enhancement near a localization transition,” displayed on a computer monitor against a blue and green gradient background.

Physics and Astronomy

Temperature-induced optical enhancement near a localization transition

Graphic highlighting a preprint titled “Beyond the Data Paradigm: Freedom Intelligence and the Structural Laws of Navigability,” displayed on a computer monitor against a blue and green gradient background.

Neuroscience

Beyond the Data Paradigm: Freedom Intelligence and the Structural Laws of Navigability

Graphic highlighting an LREC workshop paper titled “An Open-Resource Knowledge Augmentation for Biomedical Lay Summarization,” displayed on a computer monitor against a blue and green gradient background.

Computer Science

An Open-Resource Knowledge Augmentation for Biomedical Lay Summarization

Graphic highlighting an ACL Anthology paper titled “OASIS: Online Sample Selection for Continual Instruction Tuning,” displayed on a computer monitor against a blue and green gradient background.

Computer Science

OASIS: Online Sample Selection for Continual Instruction Tuning

Graphic highlighting an arXiv research paper titled “Spontaneous spherical symmetry breaking of black holes with resonant hair,” displayed on a computer monitor against a blue and green gradient background.

Physics and Astronomy

Spontaneous spherical symmetry breaking of black holes with resonant hair

Graphic highlighting a The Astrophysical Journal article titled “Are NICER and GW170817 Constraints Suggesting a Compactified Scenario for Neutron Stars?”, displayed on a computer monitor against a blue and green gradient background.

Physics and Astronomy

Are NICER and GW170817 Constraints Suggesting a Compactified Scenario for Neutron Stars?

Graphic highlighting an arXiv paper titled “Electromagnetic duality degeneracy in dynamical black hole mergers,” displayed on a computer monitor against a blue and green gradient background.

Physics and Astronomy

Electromagnetic duality degeneracy in dynamical black hole mergers

Graphic highlighting an arXiv paper titled “Quantum Mutant Equivalence via Transpilation,” displayed on a computer monitor against a blue and green gradient background.

Computer Science

Quantum Mutant Equivalence via Transpilation

Graphic highlighting an arXiv paper titled “GyroSwin: 5D Surrogates for Gyrokinetic Plasma Turbulence Simulations,” displayed on a computer monitor against a blue and green gradient background.

Physics and Astronomy

GyroSwin: 5D Surrogates for Gyrokinetic Plasma Turbulence Simulations

Graphic highlighting a University of Minho repository entry titled “Controlo energético de GPU em sistemas de Deep Learning,” displayed on a computer monitor against a blue and green gradient background.

Computer Science

Controlo energético de GPU em sistemas de Deep Learning

Graphic highlighting a Nova Science Publishers research publication titled “New organotin(IV) surrogates as potential PPARγ agonists: from chemical characterization to biological activity towards colon cancer HCT116 cells,” displayed on a computer monitor against a blue and green gradient background.

Chemistry

New organotin(IV) syringates as potential PPAR agonists: from chemical characterization to biological activity towards colon cancer HCT116 cells.

Graphic highlighting a Journal of Plasma Physics article titled “Learning collision operators from plasma phase space data using differentiable simulators,” displayed on a computer monitor against a blue and green gradient background.

Engineering

Learning collision operators from plasma phase space data using differentiable simulators

Graphic highlighting an arXiv paper titled “Bilevel Optimization for Smart Irrigation Control: A Framework for Enhancing Water-Use Efficiency in Agriculture,” displayed on a computer monitor against a blue and green gradient background.

Engineering

Bilevel optimization for smart irrigation control: a framework for enhancing water-use efficiency in agriculture

Graphic highlighting an arXiv paper titled “TrioSeq: A Novel Approach to Accelerate Triplet Sequence Alignment on GPUs,” displayed on a computer monitor against a blue and green gradient background.

Biochemistry

TrioSeq: A Novel Approach to Accelerate Triplet Sequence Alignment on GPUs

Graphic highlighting a Physical Review Research article titled “Direct measurement of electron heating in electron-only reconnection in a laboratory mini-magnetosphere,” displayed on a computer monitor against a blue and green gradient background.

Physics and Astronomy

Direct measurement of electron heating in electron-only reconnection in a laboratory mini-magnetosphere

Graphic highlighting a Zenodo publication titled “A Unified Theory of Navigable Reality and the Planta Smart Homes Deployable Dwelling Protocol,” displayed on a computer monitor against a blue and green gradient background.

Engineering

A Unified Theory of Navigable Reality and the Planta Smart Homes Deployable Dwelling Protocol

Graphic highlighting a Zenodo publication titled “Flow Designs Form: The Architecture of Freedom Intelligence,” displayed on a computer monitor against a blue and green gradient background.

Engineering

Flow Designs Form: The Architecture of Freedom Intelligence

Graphic highlighting a Zenodo publication titled “Engineering Instantiation in a Deployable Geopolymer Construction System,” displayed on a computer monitor against a blue and green gradient background.

Engineering

Engineering Instantiation in a Deployable Geopolymer Construction System

Graphic highlighting a Science Advances article titled “Radiative cooling induced coherent maser emission in relativistic plasmas,” displayed on a computer monitor against a blue and green gradient background.

Physics and Astronomy

Radiative cooling induced coherent maser emission in relativistic plasmas

Graphic highlighting a Zenodo publication titled “What if Reality is an Operating System? The Freedom FLRP Unified Framework,” displayed on a computer monitor against a blue and green gradient background.

Agricultural and Biological Sciences

What if Reality is an Operating System? The Freedom FLRP Unified Framework

Graphic highlighting an arXiv paper titled “First principles electric field gradients at A and B site cations across the NaRTiO₄ Ruddlesden Popper series,” displayed on a computer monitor against a blue and green gradient backgroun

Physics and Astronomy

First principles electric field gradients at A and B site cations across the NaRTiO4 Ruddlesden Popper series

Graphic highlighting a Zenodo publication titled “Why Is There Change? - Freedom as the Operating System of Reality,” displayed on a computer monitor against a blue and green gradient background.

Computer Science

Why Is There Change? – Freedom as the Operating System of Reality

Graphic highlighting an arXiv paper titled “TTA-DAME: Test-Time Adaptation with Domain Augmentation and Model Ensemble for Dynamic Driving Conditions,” displayed on a computer monitor against a blue and green gradient background.

Engineering

TTA-DAME: Test-Time Adaptation with Domain Augmentation and Model Ensemble for Dynamic Driving Conditions

Graphic highlighting a bioRxiv preprint titled “Structure-Guided Computational Analysis of Linker Effects in an scFv Targeting Guanylyl Cyclase C,” displayed on a computer monitor against a blue and green gradient background.

Medicine

Structure-Guided Computational Analysis of Linker effects in an scFv Targeting Guanylyl Cyclase C

Graphic highlighting a preprint titled “The Water–Space Price Paradox,” displayed on a computer monitor against a blue and green gradient background.

Social Sciences

The Water–Space Price Paradox

Graphic highlighting a preprint titled “Distortion Geometry and the Deflationary Threshold: Why Construction Resists Intelligence—and When It Will Not,” displayed on a computer monitor against a blue and green gradient background.

Social Sciences

Distortion Geometry and the Deflationary Threshold: Why Construction Resists Intelligence—and When It Will Not

Graphic highlighting a Physical Review D article titled “Splitting the gravitational atom: Instabilities of black holes with synchronized or resonant hair,” displayed on a computer monitor against a blue and green gradient background.

Physics and Astronomy

Splitting the gravitational atom: Instabilities of black holes with synchronized or resonant hair

Graphic highlighting an arXiv paper titled “Idiosyncrasies of Programmable Caching Engines,” displayed on a computer monitor against a blue and green gradient background.

Computer Science

Idiosyncrasies of Programmable Caching Engines

Graphic highlighting a ScienceDirect article titled “Portable test run of ESPResSo on EuroHPC systems via EESSI,” displayed on a computer monitor against a blue and green gradient background.

Physics and Astronomy

Portable test run of ESPResSo on EuroHPC systems via EESSI

Graphic highlighting an arXiv paper titled “Understanding the anisotropic response of β-Ga₂O₃ to ion implantation,” displayed on a computer monitor against a blue and green gradient background.

Materials Science

Understanding the anisotropic response of β-Ga2O3 to ion implantation

Graphic highlighting a preprint titled “Observer-Dependent Navigability in Swarm Intelligence: A Path-Theoretic Decomposition of Performance into Perception and Distortion,” displayed on a computer monitor against a blue and green gradient background.

Engineering

Observer-Dependent Navigability in Swarm Intelligence: A Path-Theoretic Decomposition of Performance into Perception and Distortion

Graphic labelled Journal of Physics: Conference Series, showing a computer monitor displaying the ACL Anthology paper “OASIS: Online Sample Selection for Continual Instruction Tuning,” against a blue and green gradient background.

Engineering

Entrainment and small-scale features in merging turbulent regions

Graphic highlighting an arXiv paper titled “Laboratory observation of collective beam–plasma instabilities in a relativistic pair jet,” displayed on a computer monitor against a blue and green gradient background.

Physics and Astronomy

Laboratory observation of collective beam-plasma instabilities in a relativistic pair jet

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Social Sciences

The Georgia School Personnel Survey of school climate: Validity evidence from a sample of Portuguese teachers and support staff

Screen with Science Advances website opened.

Physics and Astronomy

Radiative cooling induced coherent maser emission in relativistic plasmas

Graphic highlighting an Association for Computing Machinery article titled “Score-P with Arm(s) around the world...,” displayed on a computer monitor against a blue and green gradient background.

Computer Science

Score-P with Arm(s) around the world…

Graphic highlighting an arXiv paper titled “Quantum Monte Carlo Simulations for predicting electron–positron pair production via the linear Breit–Wheeler process,” displayed on a computer monitor against a blue and green gradient background.

Computer Science

Quantum Monte Carlo Simulations for predicting electron-positron pair production via the linear Breit-Wheeler process

Graphic highlighting a Computation journal article titled “Deep Learning-Driven Integration of Multimodal Data for Material Property Predictions,” displayed on a computer monitor against a blue and green gradient background.

Materials Science

Deep Learning-Driven Integration of Multimodal Data for Material Property Predictions

Graphic highlighting a Faculty of Engineering of the University of Porto repository entry titled “Causal Relation Extraction from Text using Transformers,” displayed on a computer monitor against a blue and green gradient background.

Computer Science

Causal Relation Extraction from Text using Transformers

Graphic highlighting an arXiv paper titled “Covariant Energy Density Functionals for Neutron Star Matter Equation of State Modeling: Cross-Comparison Analysis Using CompactObject,” displayed on a computer monitor against a blue and green gradient background.

Engineering

CompactObject RMF EOS Database: Relativistic Mean Field Models for Neutron Star Equation of State

Graphic highlighting a Proceedings of Science article titled “Center-symmetric Landau gauge, the deconfinement transition and the gluon propagator as seen in lattice QCD,” displayed on a computer monitor against a blue and green gradient background.

Physics and Astronomy

Center-symmetric Landau gauge, the deconfinement transition and the gluon propagator as seen in lattice QCD

Graphic highlighting a University of Porto Faculty of Engineering dissertation titled “Machine Learning and Data Analysis under Noisy Conditions for Gravitational Wave Detection for the Laser Interferometer Space Antenna (LISA) mission,” displayed on a computer monitor against a blue and green gradient background.

Physics and Astronomy

Machine Learning and Data Analysis under Noisy Conditions for Gravitational Wave Detection for the Laser Interferometer Space Antenna (LISA) mission

Graphic highlighting an arXiv paper titled “Ge-based Clinopyroxene series: first principles and experimental local probe study,” displayed on a computer monitor against a blue and green gradient background.

Chemical Engineering

Ge-based Clinopyroxene series: first principles and experimental local probe study

Graphic highlighting an Angewandte Chemie article titled “Cold-Captured Dynamic Hydration Networks in Oxime-Based Photoswitches: A Theoretical Challenge Uncovered by Rotational Spectroscopy,” displayed on a computer monitor against a blue and green gradient background.

Physics and Astronomy

Cold‐Captured Dynamic Hydration Networks in Oxime‐Based Photoswitches: A Theoretical Challenge Uncovered by Rotational Spectroscopy

Graphic highlighting a Clinical Oral Investigations article titled “Effect of different pacifier designs on orofacial tissues: a computational simulation comparative study,” displayed on a computer monitor against a blue and green gradient background.

Medicine

Effect of different pacifier designs on orofacial tissues: a computational simulation comparative study

Graphic highlighting a Research Square preprint titled “Constraints on maximum neutron star mass from proto-neutron star evolution,” displayed on a computer monitor against a blue and green gradient background.

Physics and Astronomy

Constraints on maximum neutron star mass from proto-neutron star evolution

Graphic highlighting a ScienceDirect article titled “Portable test run of ESPResSo on EuroHPC systems via EESSI,” displayed on a computer monitor against a blue and green gradient background.

Physics and Astronomy

Portable test run of ESPResSo on EuroHPC systems via EESSI

Graphic highlighting a Biomolecules article titled “Interaction of the Antibiotic Rifampicin with Lipid Membranes,” displayed on a computer monitor against a blue and green gradient background.

Biochemistry

Interaction of the Antibiotic Rifampicin with Lipid Membranes

Graphic highlighting a research publication titled “Post-consumer recycling of PA66-GF Composites from Electrical Waste: Performance Retention through Accelerated Aging Models,” displayed on a computer monitor against a blue and green gradient background.

Engineering

Post-consumer recycling of PA66-GF Composites from Electrical Waste: Performance Retention through Accelerated Aging Models

Graphic highlighting a Meccanica article titled “Enhancing extrusion die design efficiency through high-performance computing based optimization,” displayed on a computer monitor against a blue and green gradient background.

Engineering

Enhancing extrusion die design efficiency through high-performance computing based optimization

Graphic highlighting an arXiv paper titled “The center-symmetric Landau gauge meets the lattice,” displayed on a computer monitor against a blue and green gradient background.

Physics and Astronomy

The center-symmetric Landau gauge meets the lattice

Graphic highlighting an arXiv paper titled “Bayesian evaluation of hadron-quark phase transition models through neutron star observables in light of nuclear and astrophysics data,” displayed on a computer monitor against a blue and green gradient background.

Physics and Astronomy

Bayesian evaluation of hadron-quark phase transition models through neutron star observables in light of nuclear and astrophysics data

Graphic highlighting an arXiv paper titled “Nambu–Jona-Lasinio description of hadronic matter from a Bayesian approach,” displayed on a computer monitor against a blue and green gradient background.

Physics and Astronomy

Nambu-Jona-Lasinio description of hadronic matter from a Bayesian approach

Graphic highlighting an arXiv paper titled “Feasibility of dark matter admixed neutron star based on recent observational constraints,” displayed on a computer monitor against a blue and green gradient background.

Physics and Astronomy

Feasibility of dark matter admixed neutron star based on recent observational constraints

Graphic highlighting a Physical Review E article titled “Generalized scaling laws for the irrotational motions bordering a turbulent region,” displayed on a computer monitor against a blue and green gradient background.

Engineering

Generalized scaling laws for the irrotational motions bordering a turbulent region

Graphic highlighting a Materials journal article titled “Computational Framework to Model the Selective Laser Sintering Process,” displayed on a computer monitor against a blue and green gradient background.

Engineering

Computational Framework to Model the Selective Laser Sintering Process

Graphic highlighting a Polymers article titled “An Enhanced Temperature Control Approach to Simulate Profile Extrusion,” displayed on a computer monitor against a blue and green gradient background.

Chemical Engineering

An Enhanced Temperature Control Approach to Simulate Profile Extrusion

Graphic highlighting a BMC Oral Health article titled “Advancing the assessment of pacifier effects with a novel computational method,” displayed on a computer monitor against a blue and green gradient background.

Medicine

Advancing the assessment of pacifier effects with a novel computational method

Graphic highlighting an IEEE article titled “Toward a Quantum-Science Gateway: A Hybrid Reference Architecture Facilitating Quantum Computing Capabilities for Cloud Utilization,” displayed on a computer monitor against a blue and green gradient background.

Computer Science

Toward a Quantum-Science Gateway: A Hybrid Reference Architecture Facilitating Quantum Computing Capabilities for Cloud Utilization

Graphic highlighting a Polymer Engineering and Science article titled “New insights on the layer uniformity of multilayered films produced by coextrusion with interfacial surface generators,” displayed on a computer monitor against a blue and green gradient background.

Chemical Engineering

New insights on the layer uniformity of multilayered films produced by coextrusion with interfacial surface generators

Graphic highlighting a ScienceDirect article titled “A review on the decarbonization of high-performance computing centers,” displayed on a computer monitor against a blue and green gradient background.

Engineering

A review on the decarbonization of high-performance computing centers

Graphic highlighting an AIP Conference Proceedings article titled “Computational modelling of the selective laser sintering process,” displayed on a computer monitor against a blue and green gradient background.

Engineering

Computational modelling of the selective laser sintering process

Graphic highlighting a BMC Bioinformatics article titled “Scalable transcriptomics analysis with Dask: applications in data science and machine learning,” displayed on a computer monitor against a blue and green gradient background.

Biochemistry

Scalable transcriptomics analysis with Dask: applications in data science and machine learning

Graphic highlighting an arXiv paper titled “Machine-Learning Love: classifying the equation of state of neutron stars with Transformers,” displayed on a computer monitor against a blue and green gradient background.

Physics and Astronomy

Machine-Learning Love: classifying the equation of state of neutron stars with Transformers

Graphic highlighting a Proceedings of Science article titled “Another look at the three-gluon vertex in the minimal Landau gauge,” displayed on a computer monitor against a blue and green gradient background.

Physics and Astronomy

Another look at the three-gluon vertex in the minimal Landau gauge

Graphic highlighting a Zenodo report titled “SCALABLE - D6.2 Report on deployment of SCALABLE codes on peta-scale and pre-exascale systems [M18],” displayed on a computer monitor against a blue and green gradient background.

Computer Science

SCALABLE – D6.2 Report on deployment of SCALABLE codes on peta-scale and pre-exascale systems

Graphic highlighting a Directory of Open Access Journals entry titled “Another look at the Landau gauge three-gluon vertex,” displayed on a computer monitor against a blue and green gradient background.

Physics and Astronomy

Another look at the Landau gauge three-gluon vertex

Partnerships & collaborations

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EuroCC 2

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HANAMI

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EPICURE