Collaborations with international research groups and institutions

Scientific consulting and research in nuclear theory and beta decay.

We help research groups, labs, and technical teams with computational modeling, calculations, and advisory support in nuclear physics, including applications in radiotherapy and related problems.

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Former and Ongoing Collaborations

CIFRA

INFN

IGISOL

University of York

University of Jyväskylä

Core Capabilities

Domains of Expertise

Computational Nuclear Physics

Theoretical Nuclear Physics

Specialized simulation of beta decay processes starting from isotope transitions. This work encompasses Nuclear Matrix Elements computations and weak axial-vector coupling research.

Global Collaborations

Beta spectral shapes and weak axial-vector coupling research conducted in close collaboration with major international experiments like PandaX-4T and premier research institutions including INFN (LNGS) and the IGISOL facility at the University of Jyväskylä (JYFL).

Algorithmic Design

Specialized Machine Learning

Developing custom neural architectures to extract intelligence from complex datasets. Providing insights and solutions through physics-informed modeling that bridges raw data and theoretical intelligence.

✓ Physics-Informed DNNs (Decay pathways)
✓ Sequence Modeling (LSTMs for forecasting)
✓ Computer Vision (CNNs for segmentation)

Scientific Software

Scientific Software & Integration

Development and refinement of core physical codebases for experimental application. Nucleonic Insight specializes in adapting theoretical modeling frameworks to laboratory setups and integrating machine learning workflows to solve pattern recognition challenges in high-precision data.

✓ High-Performance Computing (C++ / MPI / OpenMP)
✓ Experimental Data Pipeline Architecture
✓ Machine Learning Pattern Extraction (Decay Data)
✓ Decay-Simulation Frameworks

Commercial Engagements

Consultancy & Advisory Services

20+

Peer-Reviewed Articles

PhD

Nuclear Physics Credentials

8M+

HPC CPU Core-Hours

12+

Years of Python Expertise

01. Advisory

Nuclear Physics Consultancy

Strategic theoretical support covering the full spectrum of many-body physics. Nucleonic Insight provides expert guidance on Hamiltonian construction, nuclear interaction modeling, and Matrix Element derivations, offering potential directions for experimental collaborations to interpret complex decay pathways.

02. Derivations

Tailored Theoretical Results

Bespoke calculations designed to match the specific parameters of your experiment. Nucleonic Insight delivers results tailored to unique energy bins, regional nuclear properties (\(g_A\), matrix elements), and normalized datasets, ensuring predictions are comparable with acquired data.

03. Optimization

Computational Performance & Scale

Optimization of scientific codebases for large-scale execution. Nucleonic Insight identifies algorithmic bottlenecks, assesses the viability of CPU/GPU parallelization (including CUDA cores), and provides guidance on memory/disk management to improve the efficiency of many-body numerical engines.

About Dr. Ramalho

Rooted in Fundamental Physics

Dr. Marlom Ramalho holds a PhD in Theoretical Nuclear Physics obtained at the University of Jyväskylä. With over 20 peer-reviewed publications, his work bridges the gap between deep theoretical beta decay mechanics and pragmatic performant software engineering. His work is rooted on theoretical calculations in close collaborations with several international experimental groups.

He does not rely on black-box commercial tools. From managing 8 million CPU core-hour supercomputing allocations to engineering custom ML architectures for medical imaging, spatial, and complex nuclear datasets, every solution is built on a transparent, mathematical understanding of the systems at play first and foremost.